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E38: The Virtual Biopsy Revolution with Dr. Tanishq Mathew Abraham (Part 2 of 2)
22 juni 2023 · 1 uur 5 min
Part 2 of Nathan's conversation with Tanishq Mathew Abraham focuses on Tanishq's work with virtual biopsy technology enabled by deep learning. This unique technology has the potential to address a number of important biomedical challenges; in particular, qOBM could help during live tumor and cancer removal surgeries.
Tanishq, a 19-year-old UC Davis grad and one of the youngest people in the world to receive a Ph.D, with a degree in biomedical engineering, is the founder of the Medical AI Research Center (MedARC). In case you haven’t yet listened to part 1, check it out! That episode goes deep on Tanishq’s first published paper: Reconstructions of the Mind’s Eye, which encompasses breakthrough research on reconstructing visual perceptions from fMRI scans into images. Lees meerWe're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsThe Cognitive Revolution is a part of the Turpentine podcast network. To learn more: Turpentine.co
TIMESTAMPS:
(00:00) Episod… -
E37: The Mind-Reading Revolution with Dr. Tanishq Mathew Abraham (Part 1 of 2)
20 juni 2023 · 1 uur 20 min
In this episode, Nathan sits down with Tanishq Mathew Abraham, 19-year-old UC Davis grad and one of the youngest people in the world to receive a Ph.D, with a degree in biomedical engineering. Tanishq is the founder of the Medical AI Research Center (MedARC), and with his teammates, recently published a paper: Reconstructions of the Mind's Eye, which encompasses their breakthrough research on reconstructing visual perceptions from fMRI scans into images. In this episode, Nathan and Tanishq talk about the technology behind the fMRI-to-image project, developing the model, and future applications for this research.
Part 2 with Tanishq will be released as the next episode. Lees meerWe're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsThe Cognitive Revolution is a part of the Turpentine podcast network. To learn more: Turpentine.co
TIMESTAMPS:
(00:00) Episode Preview
(05:43) The MindEye Project
(09:06) Resemblance between AI reconstruction of mind's eye a… -
E36: Your Model, Your Weights with MosaicML's Abhi Venigalla and Jonathan Frankle
16 juni 2023 · 1 uur 2 min
In this episode, Nathan sits down with Jonathan Frankle, Chief Scientist, and Abhi Venigalla, Research Scientist of MosaicML. They chat about Mosaic’s custom LLMs, the customers seeking Mosaic out and what their journeys and use cases look like, and exciting developments in Mosaic’s research: including their new inference platform, as well as Mosaic’s MPT-7B-65k+ storywriter model. Lees meer
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsThe Cognitive Revolution is a part of the Turpentine podcast network. To learn more: www.turpentine.co
TIMESTAMPS:
(00:00) Episode Preview
(06:04) Mosaic’s business model
(07:28) Who uses Mosaic’s custom LLMs? What does their data look like?
(09:55)Mosaic’s use cases for custom LLMs
(12:47) How much extraction and summarization was done by humans pre-LLMs?
(15:28) Sponsor: Omneky
(21:50) The journeys of Mosaic’s customers and would a Wendy’s LLM know about a Big Mac?
(25:46) The curriculum model and fine-tuning
(29:10) Language models in the life sciences
(33:20) How raw can data be before it becomes a problem?
(35:44) Using the output of bulk pre-training process vs additional after training
(38:30) Redteaming as a service
(39:40) Mosaic’s inference platfo… -
E35: Stability AI’s Emad Mostaque and Slow Ventures’ Sam Lessin Discuss Investing in AI
13 juni 2023 · 1 uur 7 min
In this episode, Nathan Labenz and Erik Torenberg host a discussion between Emad Mostaque, founder of Stability AI, and Sam Lessin, GP of Slow Ventures and former VP Product at Facebook. These influential technology thinkers tackle topics pertinent to evaluating whether AI is a good investment for venture capital. They talk about the attention and information economy, SaaS markets, how AI-created entertainment will impact society and our relationships, and AI disruption of highly-regulated industries. Lees meer
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
LINK FOR NATHAN'S LIVE EVENT IN SAN FRANCISCO:
Friday June 16th: Why AI with Athena: https://v4p9mjmurpv.typeform.com/to/llRcJSF9TIMESTAMP:
(00:00) Episode Preview
(01:17) Nathan explains why we hosted a conversation with Emad and Sam
(08:25) Discussion kicks off: AI as an extender rather than a deck shuffler
(12:01) Is AI a disruptive or sustaining innovation?
(14:22) What is intelligence?
(16:00) The attention and information economy
(21:56) Storytelling, the stock market, and the economy
(23:23) Sponsor: Omneky
(23:50) AI in the media industry, Hollywood, and distribution
(29:10) Startups vs incumbents
(30:30) Disrupting highly-regulated industries
(32:30) AI in education: an AI tutor for every child
(35:15) AI as StackOverflow 2.0 for engineers
(37:23) Regulatory Arbitrage
(40:06) The oracle problem in AI
(42:00) Apple as the weakest BigTech player in AI
(44:30) AI in communities and the future of social media
(46:55) Replika on Valentine’s Day and AI-generated porn
(53:50) How does the market for inference shape up? Inference vs. cloud
(55:08) Price of primary care in US in the next decade
(55:38) What are the most likely incumbents to be disrupted?
(56:55) Will BigTech continue to opensource?
(58:56) Marriage rate… -
E34: The Consumer Rights Revolution with Joshua Browder of DoNotPay
9 juni 2023 · 1 uur 33 min
In this episode, Nathan sits down with Joshua Browder of DoNotPay, the world’s first robot lawyer. They chat about the current state of AI use in law, what policymakers should consider in regulating AI, and the ethics of robo-lawyers for consumer use. Lees meer
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsTIMESTAMPS:
(00:00) Episode Preview
(03:22) Joshua Browder and the story of DoNotPay
(04:50) The value incurred through an AI lawyer
(07:17) What are the legal and financial injustices that motivates Joshua’s work?
(12:46) How does the AI negotiate with a Comcast chat agent?
(16:28) Consumer security
(17:12) Sponsor: Omneky
(21:08) The ethics of DoNotPay
(22:27) Should AI need to disclose that it’s AI?
(24:47) How much human intervention is necessary in AI tooling?
(27:15) Where does the burden of proof lie for AI regulation and ethics?
(31:47) Advice to policymakers
(35:45) AI Liability
(38:05) AI Arms Race
(43:46) Productive bot interactions… -
E33: The Tiny Model Revolution with Ronen Eldan and Yuanzhi Li of Microsoft Research
6 juni 2023 · 2 uur 1 min
Nathan Labenz sits down with Ronen Eldan and Yuanzhi Li of Microsoft Research to discuss the small natural language dataset they created called TinyStories. Tiny Stories is designed to reflect the full richness of natural language while still being small to support research with modest compute budgets. Using this dataset, they began to explore aspects of language model performance, behavior, and mechanism by training a series of models that range in size from just 1 million to a maximum of 33 million parameters – which is still just 2% the scale of GPT-2. In this conversation, Nathan, Ronen, and Yuanzhi touch on LM reasoning, emergence, interpretability, and what understanding can be extended to LLMs. Lees meer
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsLINKS:
Tiny Stories paper: https://huggingface.co/papers/2305.07759TIMESTAMPS:
(00:00) Episode Preview
(07:12) The inspiration for the Tiny Stories project
(15:07) Sponsor: Omneky
(15:44) Creating the Tiny Stories dataset
(21:27) GPT-4 vs GPT-3.5
(24:13) Did the TinyStories team try any other versions of GPT-4
(29:23) Curriculum models and weirder curriculums
(35:34) What does reasoning mean?
(46:27) What does emergence mean?
(01:01:44)… -
E32: [Bonus Episode - The AI Breakdown] Can OpenAI's New GPT Training Model Solve Math and AI Alignment At the Same Time?
3 juni 2023 · 22 min
This 20-min episode comes from our friend Nathaniel Whittemore's excellent daily podcast The AI Breakdown Podcast. This episode aired on June 1, 2023, and covers the latest developments from OpenAI, including new features, a cybersecurity grant program, and their new process rewards model for trading. We hope you enjoy it as much as we do. Lees meer
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsSPONSOR:
Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10% of ALL eCommerce in the US. And Shopify's the global force behind Allbirds, Rothy's, and Brooklinen, and 1,000,000s of other entrepreneurs across 175 countries.From their all-in-one e-commerce platform, to their in-person POS system – wherever and whatever you're selling, Shopify's got you covered. With free Shopify Magic, sell more with less effort by whipping up captivating content that converts – from blog posts to product descriptio… -
E31: Where are the Moats in AI? With Nathan Labenz and Erik Torenberg
1 juni 2023 · 1 uur 29 min
Nathan and Erik analyze the moats of the most powerful companies in AI. The paradigm-shifting technology has led to a flourishing open-source community with market share. Yet, the big players have key competitive advantages that can be examined from many different angles. Lees meer
LINKS:
Nathan’s Twitter thread on AI moats that sparked this discussion: https://twitter.com/labenz/status/1654853321876815872
Read about the 9 moats at length in our newsletter: https://cognitiverevolution.substack.com/p/the-leaked-google-memo-and-a
Leaderboard for AI rankings: https://lmsys.org/
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We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsTIMESTAMPS:
(00:00) Episode Preview
(01:36) Where are the moats in AI?
(07:31) Open source vs. closed
(15:24) Recommendation: The AI Breakdown Podcast
(16:39) Sponsor: Omneky
(20:46) AI Safety
(33:00) Which players are going to win? 9 Moats.TWITTER:
@CogRev_Podcast
@labenz (Nathan)
@eriktorenberg (Erik)SPONSORS:
Shopify is… -
E30: The AI Revolution in Hollywood? With WGA writers Trey Kollmer, Sophia Lear, and Garrett Schabb
30 mei 2023 · 1 uur 43 min
Today’s episode is a deep dive into the collision of AI and the future of entertainment, against the backdrop of the still-raging Writers Guild of America (WGA) strike. Nathan Labenz sits down with Trey Kollmer, Sophia Lear, and Garrett Schabb – all seasoned television writers and Guild members – to discuss the labor dispute. While the strike encompasses many dynamics, the timely intersection with a rapidly changing AI landscape has the writers entwined in the wild possibilities and existential threats of paradigm-shifting technology. Other entertainment guilds and labor unions are watching closely. Lees meer
Note: Nathan kicks off this episode with a longer-than-usual introduction and analysis as the subject matter of this episode requires some added context. If you would prefer to dive straight into the interviews, follow the timecodes below to skip ahead (and maybe give the intro a listen when you finish!)
More about our guests Trey Kollmer, Sophia Lear, and Garrett Schabb and their work:
Trey Kollmer, currently co-executive producer for the TV show Ghosts, was described to me as perhaps the single most knowledgeable guild member on the topic of AI. Follow him at @treyko on Twitter.
Sophia Lear has been a writer for TV shows including Ghosts, The Unicorn, and New Girl, and was also previously an assistant literary editor for the New Republic.
Garrett Schabb has written for shows including Tosh.0 and Suits (of Meghan Markle fame), and has also written for Crooked Media. Follow him at @garrettschabb
TIMESTAMPS:
(00:00) Preview
(01:54) Introduction and analysis for this episode
(09:02) Trey Kollmer breaks down the dynamics of compensation, ownership and crediting for WGA writers, issues at the heart of the strike
(14:52) Sponsor: Omneky
(15:09) Recommendation: The AI Breakdown
(22:42) Usefulness of AI for script writing (and will better training out of jailbreaks make it less useful?)
(30:59) The main two AI-related demands of the labor dispute
(42:48) Writers’ diverse… -
E29: The AI Chip Revolution with Andrew Feldman of Cerebras
25 mei 2023 · 1 uur 21 min
Nathan Labenz sits down with Andrew Feldman, CEO and Co-Founder of Cerebras Systems, a company building a new class of computer system for accelerating AI and changing the future of work. Cerebras Systems is the creator of the world’s largest chip, at 2.6 trillion transistors. In this episode, they discuss the founding story of Cerebras, the experience of creating the world’s largest chip, and the process that goes into chip design and manufacturing for an AI-focused chip. Lees meer
This episode is the first part of our hardware exploration series focused on the people building at the forefront of hardware applications in AI.
LINKS:
Cerebras: https://www.cerebras.net/
Book: The Chip War by Chris MillerWe're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
PODCAST RECOMMENDATION:
The AI Breakdown: https://pod.link/1680633614
As anyone in AI knows, the pace of progress of new releases is relentless. The AI Breakdown is a daily podcast (10-20min long) that helps us ensure we don't miss anything important by curating news and analysis.TIMESTAMPS
(00:00) Preview
(04:27) Andrew’s story of creating the world’s largest chip and Cerebras
(07:19) What is a chip?
(08:14) The diversity of chips and what they can accomplish
(09:47) What is it like to design a 2.5 trillion transistor chip?
(12:41) The founding story of Cerebras and building the team
(14:20) Sponsor: Omneky
(23:00) What was the hardest part about building the company?
(26:11) What happens after designing the chip’s blueprint?
(27:29) The tradeoffs needed in chipmaking
(34:08) The comparison between chips and neural networks
(38:31) The generalization vs specialization of a chip
(40:11) Sparse compute vs dense compute
(43:55) Ghost in the machine
(46:54) Supply chain challenges of the Cerebras chip
(54:59) The future for chips… -
E28: Keeping the AI Revolution on the Rails with Shreya Rajpal of Guardrails AI
23 mei 2023 · 1 uur 35 min
Nathan Labenz sits down with engineer Shreya Rajpal, the creator of Guardrails AI, a new Python library that allows developers to add a layer of output, validation and correction to their code. Practically guardrails can ensure a reliable interface between language models and more traditional deterministic software systems. At the same time, mind-bending and potentially risky use case frameworks like Guardrails allow developers to ask and answer entirely new kinds of questions. Lees meer
Talking to Shreya really reinforced just how early we are in LLM’s impact on the software industry. We were introduced to Shreya’s work when recording our interview with Matt Welsh, the CEO of Fixie.AI (Ep 19: How AI Agents Will Change How We Work).
LINKS:
Guardrails AI: https://shreyar.github.io/guardrails/We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
TIMESTAMPS:
(00:00) Episode preview
(05:00) Why Shreya built Guardrails AI
(08:33) Common ways LMs can “go off the rails” and how Guardrails can correct it
(13:45) Discussion of validators
(15:31) Sponsor: Omneky
(18:48) Business and creative use cases of Guardrails AI
(25:00) What can be achieved by Guardrails AI that cannot be achieved by traditional code
(32:44) How agents work vs how Guardrails works
(35:34) AI as shepherd vs delegating to AI and the role of human understanding
(39:54) Trust deficit and risks
(46:33) Is it realistic to imagine GPT-4 using Guardrails?
(52:00) How Shreya thinks about security
(57:02) How Shreya thinks about embeddings
(1:05:05) How Shreya thinks about problemsolving with LMs
(1:07:50) Shreya on OpenAI’s Evals Library, Anthropic’s Constitutional AI
(1:12:55) Discussion of determinism
(1:15:00) Recommendations for developers to minimize overhead
(1:26:00) Predictions about providers in the space of LMs
(1:… -
E27: “Google’s Med-PaLM and Med-PaLM2 with Vivek Natarajan”
21 mei 2023 · 1 uur 27 min
Nathan sits down with Vivek Natarajan, research scientist at Google Health. Vivek leads the Google Brain moonshot behind Med-PaLM, Google’s flagship medical large language model, featured in The Economist, The Scientific American, CNBC, and Forbes. In this episode, they discuss the foundational models that Vivek and team built before Med-PaLM, the techniques used to develop Med-PaLM which will be of interest to anyone developing AI systems for high-stakes use cases, and the capabilities for Med-PaLM to equalize access to medical knowledge and care. Lees meer
This episode is part of a series centered on talking to the people at the cutting edge of building AI-driven solutions in medicine.
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
LINKS:
https://sites.research.google/med-palm/FEEDBACK / COLLABORATE WITH NATHAN:
Email: TCR@turpentine.coTIMESTAMPS:
(00:00) Episode preview
(03:43) The story of how Med-PaLM came to be
(09:41) Building Med-PaLM’s infrastructure
(13:10) The US medical licensing exam as a measure of AI progress
(15:23) Sponsor: Omneky
(18:17) Practicality of benchmarking in real-world usage
(21:39) Overcoming the shortfalls of Flan-PaLM with Med-PaLM
(25:08) Choosing to use soft prompting over few shot prompting
(30:36) The process of training Flan-PaLM
(37:31) A curriculum approach to soft-prompting
(38:43) Layperson vs expert interactions with LLMs
(43:54) How did the Google team facilitate user exploration of the model’s capabilities?
(46:58) Shift in techniques from Med-PaLM to Med-PaLM2
(50:21) Using different prompting strategies with Med-PaLM2
(57:33) Is Med-PaLM 2 preferred over clinicians?
(01:02:28) Will there be a multimodal version of Med-PaLM?
(01:04:52) Breakthroughs required for AI to further advance human potential
(01:10:23) The Med-PaLM bu… -
E26: [Bonus Episode] Connor Leahy on AGI, GPT-4, and Cognitive Emulation w/ FLI Podcast
19 mei 2023 · 1 uur 41 min
[Bonus Episode] Future of Life Institute Podcast host Gus Docker interviews Conjecture CEO Connor Leahy to discuss GPT-4, magic, cognitive emulation, demand for human-like AI, and aligning superintelligence. You can read more about Connor's work at https://conjecture.dev
Future of Life Institute is the organization that recently published an open letter calling for a six-month pause on training new AI systems. FLI was founded by Jann Tallinn who we interviewed in Episode 16 of The Cognitive Revolution.
We think their podcast is excellent. They frequently interview critical thinkers in AI like Neel Nanda, Ajeya Cotra, and Connor Leahy - an episode we found particularly fascinating and is airing for our audience today. Lees meerThe FLI Podcast also recently interviewed Nathan Labenz for a 2-part episode:
https://futureoflife.org/podcast/nathan-labenz-on-how-ai-will-transform-the-economy/SUBSCRIBE: Future of Life Institute Podcast:
Apple: https://podcasts.apple.com/us/podcast/future-of-life-institute-podcast/id1170991978
Spotify: https://open.spotify.com/show/2Op1WO3gwVwCrYHg4eoGyP
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We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of… -
E25: Revolutionizing Patient Care with Neal Khosla of Curai Health
16 mei 2023 · 1 uur 30 min
Nathan and Erik sit down with Neal Khosla, founder of Curai Health, a venture-backed virtual care startup using AI to provide low-cost primary healthcare. Prior to his current role at Curai, Neal was a machine learning researcher at Google and Stanford. In this episode, they discuss the current state of AI in medicine, what the future patient experience may look like, and how developments in AI healthcare may interact with different regulatory and social forces across the globe. Lees meer
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsFEEDBACK
We'd love to hear your feedback or answer any listener questions live on an upcoming episode. DM @labenz on Twitter or email us at Info@turpentine.co with "TCR" in the subject line.
We'd appreciate it immensely if you left us a review on Apple Podcasts or a rating on Spotify!TIMESTAMPS
(00:00) Preview
(04:32) The future of AI in medicine
(12:50) Patient experience in AI-driven medicine and the current sta… -
E24: The AI Revolution in Medicine with Dr. Isaac Kohane of Harvard Medical School
11 mei 2023 · 1 uur
Nathan sits down with Professor Zak Kohane, the Chair of the Department of Biomedical Informatics at Harvard Medical School, and co-author of the new book, The AI Revolution in Medicine, for which Sam Altman, OpenAI’s CEO wrote the foreword to the book.
Professor Kohane was among a select few people to receive early preview and research access to GPT-4 in the fall of 2022, and his approach to exploring and characterizing how AI is about to transform medicine.
The book is out May 13, 2023 and can be ordered here (or on Amazon by searching for "The AI Revolution in Medicine") Lees meerRegardless of the field you're in, Dr. Kohane's combination of deep immersion, enthusiastic exploration, pragmatic optimism, risk awareness, realism, and forward-thinking vision make this a worthy example for others to study and emulate.
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We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsTIMESTAMPS:
(00:00) Episode preview
(05:29) Dr. Isaac Kohane’s story
(15:00) Spon… -
E23: Scouting the AI Revolution with Robert Scoble and "Ben's Bites" creator Ben Tossell
9 mei 2023 · 1 uur 2 min
Nathan Labenz sits down with prominent – and notably prescient – AI media figures Robert Scoble and Ben Tossell. They discuss what the work of being an AI scout looks like, how to bring the mainstream along with emerging AI developments, and their predictions and hopes for AI.
Robert Scoble is a long-time Silicon Valley technology explorer and connector, a futurist who's met so many technology legends in their primes that he's now also something of a historian. https://scobleizer.blog/
Ben Tossell is the creator of Ben's Bites, an AI round up newsletter meant to be read in 5 minutes or less, read by over 90,000 subscribers. https://www.bensbites.co/
This episode caps off our series centered on talking to rising voices in AI media: people who are now only working overtime to understand everything going on in AI, but also creating thought leadership and educational content meant to help others get up to speed as well.
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We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com. Lees meerRECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https:… -
E22: Helping Businesses Use AI with Rachel Woods of The AI Exchange
4 mei 2023 · 1 uur 11 min
Nathan Labenz sits down with Rachel Woods, founder of The AI Exchange, an AI education platform with over 130,000 subscribers on TikTok. They discuss Rachel’s experience consulting for public and private companies on AI strategy, how teams should think about their AI strategy, and how Rachel uses AI in her own business. Rachel was previously a data scientist at Meta, and a founder of a venture-backed e-commerce startup, where she began to use chatGPT in her startup operations.
This episode is the second in a series centered on talking to rising voices in AI media: people who are now only working overtime to understand everything going on in AI, but also creating thought leadership and educational content meant to help others get up to speed as well.
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We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com. Lees meerRECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsTIMESTAMPS:
(00:00) Episode preview
(02:59) Rachel Woods’ story
(04:30) State of the public who comes across videos
(9:49): How do you frame … -
E21: VC Insights on Investing in Artificial Intelligence with Sarah Guo and Elad Gil of No Priors Podcast
2 mei 2023 · 1 uur 1 min
Nathan Labenz and Erik Torenberg sit down with Sarah Guo and Elad Gil, notable investors and co-hosts of the AI-focused No Priors podcast. They discuss how Sarah and Elad are approaching AI investment opportunities right now, how that differs from how they've thought about investing in the past, where in the stack from hardware to applications they expect to see value accrue, what modes of human-AI interaction they are most interested in, and more. Lees meer
Sarah is the founder of $100M AI-focused venture fund Conviction VC, which she launched last fall. She was previously General Partner at Greylock. Elad is a serial entrepreneur and a startup investor. He has invested in over 40 companies now worth $1B or more each, and is also author of the High Growth Handbook.
This episode is the first in a series centered on talking to rising voices in AI media, people who are now only working overtime to understand everything going on in AI, but also creating thought leadership and educational content meant to help others get up to speed as well.
LINKS:
No Priors Podcast on Spotify: https://open.spotify.com/show/0O65xhqvGVhpgdIrrdlEYk
No Priors on Apple Podcast: https://podcasts.apple.com/us/podcast/no-priors-artificial-intelligence-machine-learning/id1668002688
Elad Gil's blog: https://blog.eladgil.com/
Sarah Guo's blog: https://sarahguo.com/blog
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We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.TIMESTAMPS:
(00:00) Episode preview
(04:43) What is software 3.0
(09:14) Disruption coming from startups or incumbents?
(13:42) Sarah and Elad identify overlooked investment opportunities in AI
(15:19) Sponsor: Omneky
(15:46) Future of social media
(22:45) AI agents & personal co-pilots
(25:32) Where to invest in AI?
(31:11) How our kids will interact with AI
(34:50) How to gain conviction… -
E20: The Great Implementation with Raza Habib, CEO of Humanloop
27 april 2023 · 1 uur 23 min
Raza Habib is on the front lines of LLM implementation as CEO of Humanloop, a Y Combinator backed startup that helps companies of all kinds, small and large bridge the gap from API access to successful LLM deployment. Nathan sat down with Raza to hear what he has learned in the process of helping so many companies on their LLM implementation journeys – and he did not disappoint – as you'll hear, he shared a bunch of concrete examples of customer use cases, practical challenges that people face, and the strategies they use to overcome them. Lees meer
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsTIMESTAMPS:
(00:00) Preview of episode
(07:00) Humanloop’s mission and surprising customer base
(12:10) Why a language model is so advantageous
(15:00) Customization and understanding model performance
(18:14) Sponsor: Omneky
(18:35) Users graduating from playground experimentation to develop robust implementations
(23:25) Raza’s two mental models for using AI
(27:50) How customers are actually integrating API
(31:50) Challenge of evaluation and feedback
(43:33) Prediction: more fine tuning in the immediate future
(47:00) RLHF myth-busting
(57:12) Robust agents need feedback loops
(1:02:27) AI produc… -
E19: The AI Agent Revolution with Matt Welsh of Fixie.ai
25 april 2023 · 1 uur 1 min
Nathan Labenz sits down with Matt Welsh, the CEO and co-founder of Fixie.AI which just raised $17M in seed funding. The technology world's attention has turned en masse to AI agents over the last month, but Matt, a former Harvard professor and ex-Google, has been focused on AI agents for longer over at Fixie. The platform is currently in developer preview mode, where developers can build agents and end users can try them.
Agents hold the promise of handling not only the core cognitive work, but many of the messy implementation details as well – the searching & finding, sorting through & scanning, signing in & navigating, reading documentation & using APIs – all the manual ad hoc routing of information for which we act today as human plumbing. Lees meer--
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsTIMESTAMPS:
(00:00) Preview of the episode
(02:08) Why AI Agents are so topical right now, and Matt's prescience with Fixie
(06:40) How Matt starte… -
E18: Why Jailbreaking ChatGPT Is A Public Good with Alex Albert of The Prompt Report
20 april 2023 · 1 uur 31 min
Nathan dives in with Alex Albert, a 22-year-old computer science student at the University of Washington, who has become a prolific creator of Jailbreakchat.com and author over at The Prompt Report.com. This is Alex's first podcast appearance! Please enjoy this thought-provoking conversation with Alex Albert as part of 'Prompt Engineering Week' at The Cognitive Revolution. Lees meer
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsThank you to everyone for listening, and shout out to those who commented to let us know how you discovered the show – it was interesting to see the responses across platforms. We'd appreciate you leaving us a review in the Apple Podcasts Store: https://podcasts.apple.com/us/podcast/id1669813431
TIMESTAMPS:
(0:00) Preview of Alex on this episode
(6:00) How Alex lent structure to his jailbreaking activities early on
(8:00) AI is fun and interesting and it's being overshadowed by hype and confusion
(12:15) Does Alex see ca… -
E17: The Prompt Engineering Revolution with Riley Goodside
18 april 2023 · 1 uur 58 min
For anyone who discovered this show on Twitter, Riley (@goodside) likely needs no introduction – after all, he spent most of 2022 posting his explorations of OpenAI's text-davinci-002, and quickly became one of the must-follow accounts in AI. Riley Goodside is the world's first Staff Prompt Engineer at Scale AI, and is an expert in prompting large language models and integrating them into AI-powered applications. Few have spent as much time on the language model frontier, so I hope you enjoy this unique conversation with Riley Goodside. Lees meer
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsTIMESTAMPS:
(0:00) Preview of the episode
(05:13) Riley's unique background
(11:24) Riley's original narrow moat
(15:07) Sponsors: Omneky
(17:02) LLMs can take on ncreasingly complex instructions
(27:41) Language models can do math
(30:05) Models can learn from context
(37:29) Fine-tune models for tasks
(38:47) Automate instruction following
(44:34) Large la… -
E16: Pausing the AI Revolution? With Technologist Jaan Tallinn
13 april 2023 · 1 uur 45 min
Nathan Labenz dives in with Jaan Tallinn, a technologist, entrepreneur (Kazaa, Skype), and investor (DeepMind and more) whose unique life journey has intersected with some of the most important social and technological events of our collective lifetime. Jaan has since invested in nearly 180 startups, including dozens of AI application layer companies and some half dozen startup labs that focus on fundamental AI research, all in an effort to support the teams that he believes most likely to lead us to AI safety, and to have a seat at the table at organizations that he worries might take on too much risk. He's also founded several philanthropic nonprofits, including the Future of Life Institute, which recently published the open letter calling for a six-month pause on training new AI systems. In this discussion, we focused on:
- the current state of AI development and safety
-Jan's expectations for possible economic transformation
- what catastrophic failure modes worry him most in the near term
- How big of a bullet we dodged with the training of GPT-4
- Which organizations really matter for immediate-term pause purposes
- How AI race dynamics are likely to evolve over the next couple of years Lees meerLINKS REFERENCED IN THE EPISODE:
Future of Life's open letter: https://futureoflife.org/open-letter/pause-giant-ai-experiments/
Eliezer Yudkowsky's TIME article: https://time.com/6266923/ai-eliezer-yudkowsky-open-letter-not-enough/
Podcast: Daniela and Dario Amodei on Anthropic- https://podcasts.apple.com/ie/podcast/daniela-and-dario-amodei-on-anthropic/id1170991978?i=1000552976406
Zvi on the pause: https://thezvi.substack.com/p/on-the-fli-ai-risk-open-letter--
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.SPONSORS:
Shopify is the global commerce platform that helps you sel… -
E15: Will GPT-4 Cause Economic Transformation?
11 april 2023 · 1 uur 13 min
Nathan Labenz and Erik Torenberg delve into the upcoming economic transformation and the future of work in light of the threshold crossed by GPT-4. Lees meer
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsLINKS REFERENCED IN THE EPISODE:
Microsoft research paper: https://arxiv.org/abs/2303.12712TIMESTAMPS:
(0:00) Preview
(1:56) Unpacking "There will be economic transformation," Nathan’s reflection after red teaming GPT-4
(4:55) A cross-section of prompts Nathan ran through GPT-4
(17:00) Sponsor: Omneky
(18:00) Future of business and a new style of Taylorism of knowledge work
(28:00) The “shrinking category of work” and a new definition of work
(36:00) A future of “Muggles” and the 1000x developer
(51:15) Are we facing a bifurcated economy and regulations from special interest groups?
(58:30) Upcoming morale shift of white-collar workers and predictionsTWITTER:
@CogRev_Podcast
@labenz (Nathan)
@eriktorenberg (Erik)SPONSORS:
Shopify is the gl… -
E14: The Reasoning Revolution with Ought's Jungwon Byun and Andreas Stuhlmüller
6 april 2023 · 1 uur 59 min
We've looked forward to today's episode since we launched the show! Andreas Stuhlmuller and Jungwon Byun are the co-founders of Ought, a product-driven research lab that develops mechanisms for delegating open-ended thinking to advanced machine learning systems. Their flagship product, Elicit (elicit.org), is an AI research assistant that helps researchers accelerate time-consuming workflows, starting with literature review. Lees meer
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
LINKS REFERENCED IN EPISODE:
Ought: https://ought.org/
Elicit: https://elicit.org/TIMESTAMPS:
(0:00) Preview
(2:00) Nathan introduces the founders of Ought
(4:20) Why doesn't AI serve better reasoning?
(6:55) What limits the current paradigm
(8:40) Reflections on the last six years of Ought’s research experiments of "composable thinking"
(13:10) Error elimination mechanism is a shared challenge between human and AI systems
(16:45) Sponsor: Omneky
(18:00) Interpretability by construction product philosophy
(25:00) Nathan’s personal experience using Elicit as a research assistant
(30:00) Explicit concerns about model reasonings, and the importance of going a step further
(36:00) What customers of OpenAI Foundry should consider
(43:15) Evaluation challenges
(48:15) Embeddings challenges
(51:00) Vision for a knowledge work assembly line corporate paradigm
(56:00) Ought's short-term approach to building: Understanding human ways of teaching the model to be more helpful
(59:00) Wishful thinking versus real helpfulness
(1:03:00) What's next for Elicit: expansion and new workflows
(1:17:00) Zapier for reasoning
(1:23:00) What are the most fundamental "magic questions" for all domains?
(1:31:43) Significant impact of GPT4
(1:36:00) How people are using Elicit
(1:44:00) AI Uncertainty and reason for hope
(… -
E13: AI open letter debate, "pausers", and what we're all scared of with AI with Anton Troynikov and Flo Crivello [Moment of Zen]
4 april 2023 · 1 uur 36 min
Anton Troynikov of Chroma and Flo Crivello of Lindy AI join The Cognitive Revolution cohosts Nathan Labenz and Erik Torenberg to debate the issues raised in the AI open letter, which advocates for a 6-month pause on AI system trainings. Lees meer
This episode was recorded on March 31st and was first released as a Moment of Zen episode (airing April 1). Subscribe to Moment of Zen for more timely debates like this one!
Also, check out the debut of Erik's new long-form interview podcast Upstream, whose guests in the first two episodes were Balaji Srinivasan and Marc Andreessen. This coming season will feature interviews with Ezra Klein, David Sacks, Katherine Boyle, and more. Subscribe here:
Apple Podcasts: bit.ly/3z8TldL
Spotify: bit.ly/40letd0We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsLINKS REFERENCED IN EPISODE:
Open letter: https://futureoflife.org/open-letter/pause-giant-ai-experiments/
Scott Aronson blog post: https://scottaaronson.blog… -
E12: The Robot Revolution with Keerthana Gopalakrishnan of Google Robotics
30 maart 2023 · 1 uur 31 min
Nathan Labenz talks to Google Robotics researcher Keerthana Gopalakrishnan (@keerthanpg) about how they train robots at Google, and how robots contextualize their environment and complete tasks through supervised learning. They go deep on integrating language models for commands and how to approach translating them, as well as the importance of robotics safety. Keerthana also shares how we’re using robots to better understand ourselves, personal experiences using AI, and her hopes and fears about AI's impact on society. Lees meer
This episode provides valuable insights into the current state and potential future of robotics and AI, with Keerthana's expertise offering unique perspectives on these fascinating topics.
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrheretics(0:00) Preview to episode
(0:51) Sponsor
(1:09) Intro
(5:20) GPT analogy for robotics
(6:51) Domestic robots
(10:53) Description of Google robotics
(15:17) Controlling robots and supervis… -
E11: OpenAI's GPT-4 Discussion with Nathan Labenz and Erik Torenberg
28 maart 2023 · 1 uur 25 min
In this episode, hosts Nathan Labenz and Erik Torenberg delve into the exciting and concerning aspects of GPT4, the latest large multimodal model from OpenAI. Nathan, who was a Red Teamer for GPT4, shares his experience working with the model, using it for real-life scenarios, and how he found it to be human-level rather than human-like intelligence. Nathan also highlights some of its fundamental weaknesses and limitations and shares the most concerning elements of GPT4. They end the episode pondering the arrival of GPT5 and whether we are in AI's "goldilocks moment." Lees meer
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsTimestamps for E11: Nathan Labenz and Erik Torenberg of The Cognitive Revolution Podcast
(0:00) Preview of Nathan on this episode
(1:13) Upstream: Erik's new interview show
(1:41) Intro
(5:40) Nathan's experience as a GPT4 Red Teamer
(11:22) Catching the AI wave
(14:30) Using GPT4 for real-life scenarios
(17:33) Sponsor: Omnek… -
E10: The AI Voice Revolution with Mahmoud Felfel of Play.ht
24 maart 2023 · 1 uur 23 min
The development of ultra-realistic human voices is upon us, and Mahmoud Felfel's company Play.ht is leading the next generation of text-to-voice models. In this episode, we discuss the challenges and opportunities of automating a more human voice, as well as concerns about deep fakes and user safety. Lees meer
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
RECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsTimestamps:
(0:00) Preview of Mahmoud on this episode
(0:55) Sponsor: Omneky.com
(1:45) Nathan clones his voice using Play.ht
(6:11) Why Mahmoud started Play.ht and the problem they tried to solve
(13:08) The job to be done for Play.ht & how they’re thinking about APIs and models
(24:45) Mahmoud breaks down the architecture of Play.ht
(29:30) How the use cases have evolved
(30:00) New markets and opportunities with creators
(37:00) Are we all about to become prompt engineers/directors?
(44:50) Roadmap to other languages beyond English
(48:00) Managing the compute(52:00) If AI-generated voices b… -
E9: The AI Assistant Revolution with Flo Crivello of Lindy.AI
22 maart 2023 · 1 uur 6 min
People have long been imagining AI assistants. Flo Crivello (founder of Teamflow) is turning that dream into a reality with the ambitious project Lindy. Flo sits down with Nathan on Lindy's announcement day to talk about this unique moment in AI, Lindy's capabilities, single-use apps, and how he sees the global impact that AI-powered employees can have on the future of work. Lees meer
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
Anyone who mentions "The Cognitive Revolution" when signing up for the Lindy beta will get priority access.
(0:00) Preview
(1:05) Sponsor: Omneky
(4:50) Flo demos Lindy
(9:21) Security and user experience
(11:55) How this AI moment compares to the Industrial Revolution and single use apps
(15:00) The dream AI assistant (19:54) Competition and advantages of startups
(24:28) Cost vs Quality
(31:19) How Lindy uses user data
(32:37) Context and data injection
(28:11) Comfort with ambiguity
(43:10) Use of guardrails and trust concerns
(47:26) AI safety and edge cases
(49:16) Impact on labor markets
(50:27) Economic resilience
(52:09) Future of work
(55:49) Rapid fire questionsSPONSORS: SHOPIFY | OMNEKY
Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10% of ALL eCommerce in the US. And Shopify's the global force behind Allbirds, Rothy's, and Brooklinen, and 1,000,000s of other entrepreneurs across 175 countries.From their all-in-one e-commerce platform, to their in-person POS system – wherever and whatever you're selling, Shopify's got you covered. With free Shopify Magic, sell more with less effort by whipping up captivating content that converts – from blog posts to product descriptions using AI. Sign up for $1/month trial period: https://shopify.com/cognitive*Thank you Omneky for sponsori…
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E8: GPT4 - AI Unleashed on ChinaTalk Podcast
17 maart 2023 · 1 uur 26 min
How will GPT4 change the world? How will US-China 'racing dynamics' play out and what are the implications for AI safety? Nathan Labenz was invited to record a special "emergency" episode of ChinaTalk podcast this week to discuss the implications GPT4 will have for policy, economics, and society. Thanks to Jordan Schneider of ChinaTalk, and fellow "AI justice league" guests Zvi Mowshowitz of 'Don't Worry About the Vase' and Matthew Mittelsteadt of Mercatus. Lees meer
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
(0:00) Intro
(2:09) GPT-4 emergency podcast
(9:26) GPT-4 use cases
(22:51) What GPT-4 can and can’t do
(35:50) AI safety
(45:38) OpenAI v. Anthropic
(48:54) Governments’ role in AI
(55:50) AI will improve physical health and healthcare the most
(59:19) Facebook’s LLaMA model
(01:05:55) VR/AR
(01:08:59) Concerns with GPT4
(01:15:26) GPT-5 and GPT-6
(01:18:45) Optimism in the AI revolutionSPONSOR: SHOPIFY | OMNEKY
Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10% of ALL eCommerce in the US. And Shopify's the global force behind Allbirds, Rothy's, and Brooklinen, and 1,000,000s of other entrepreneurs across 175 countries.From their all-in-one e-commerce platform, to their in-person POS system – wherever and whatever you're selling, Shopify's got you covered. With free Shopify Magic, sell more with less effort by whipping up captivating content that converts – from blog posts to product descriptions using AI. Sign up for $1/month trial period: https://shopify.com/cognitiveThank you Omneky for sponsoring The Cognitive Revolution. Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work, customized across all platforms, with a click…
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E7: In Search of Truth with Aravind Srinivas of Perplexity AI
14 maart 2023 · 1 uur 46 min
We talked to Aravind Srinivas about competing with the tech giants, Perplexity's product philosophy and obsession with maximizing value delivered to the user per unit time, and the features that makes Perplexity unique. Lees meer
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
(0:00) Preview
(1:31) Introduction & Context
(08:06) Aravind’s vision for Perplexity as the world’s most truth-centric company
(9:29) Raising the average IQ of the world
(12:00) Aravind’s favorite tech entrepreneur
(15:12) “Anthropics” - Building your own model vs user experience
(33:00) Why is perplexity free
(43:00) Talking shop: Perplexity’s tech stack and speed
(1:06:00) Perplexity’s stance on guardrails on search
(1:19:48) Forecasting weakly general AGI: The four criteria
(1:28:00) Aravind’s perspective on OpenAI and the future of AGI
(1:39:00) The Cognitive Revolution’s rapid fire questions: Neuralink implant? Most used AI tools? AI hopes and fears?
Twitter handles:
@CogRev_Podcast
@AravSrinivas (Aravind)
@labenz (Nathan)
@eriktorenberg (Erik)SPONSOR: SHOPIFY:
Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10% of ALL eCommerce in the US. And Shopify's the global force behind Allbirds, Rothy's, and Brooklinen, and 1,000,000s of other entrepreneurs across 175 countries.From their all-in-one e-commerce platform, to their in-person POS system – wherever and whatever you're selling, Shopify's got you covered. With free Shopify Magic, sell more with less effort by whipping up captivating content that converts – from blog posts to product descriptions using AI. Sign up for $1/month trial period: https://shopify.com/cognitiveJoin 1000's of subscribers of our Substack: https://cognitiverevolution.substack.com/
References & Shownotes:
Flaming… -
E6: The Computer Vision Revolution with Junnan Li and Dongxu Li of BLIP and BLIP2
9 maart 2023 · 1 uur 23 min
As recently as January 2021, the challenge of "interpreting what is going on in a photograph" was considered "nowhere near solved." Today's guests Junnan Li and Dongxu Li changed that with their publication and open-sourcing of BLIP, which delivered state-of-the-art performance on image captioning and other vision-language tasks.
BLIP became the #18 most-cited AI paper of 2022, and now Junnan and Dongxu are back with BLIP-2, this time showing how small models can harness the power of existing foundation models to do multi-modal tasks.
We talked to Junnan and Dongxu about their research and how they see the trend toward connector models shaping the future. Lees meerWe're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com.
Timestamps:
(00:00) Preview
(01:17) Sponsor
(01:35) Intro
(05:50) Convergence of AI techniques
(07:33) Evolution of BLIP to BLIP-2
(08:12) How BLIP-2 unlocked multimodal functionality
(12:43) The size, training dynamics, and optimization function of BLIP
(20:15) Practical/Business applications of BLIP
(29:43) Efficiency of BLIP-2 compared to other models
(41:52) Two-stage pre-training
(47:11) Architecture of Blip-2’s connector model
(58:52) Language models as the executive function of the brain
(01:07:32) Vision for an ultimate multimodal system and democratized pre-training for models
(01:12:59) Useful AI tools in these researchers’ day-to-day
(01:14:56) Upcoming projectsSPONSORS: SHOPIFY | OMNEKY
Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10% of ALL eCommerce in the US. And Shopify's the global force behind Allbirds, Rothy's, and Brooklinen, and 1,000,000s of other entrepreneurs across 175 countries.From their all-in-one e-commerce platform, to their in-person POS system – wherever and whatever you'r… -
E5: The Embedding Revolution: Anton Troynikov on Chroma, Stable Attribution, and future of AI
2 maart 2023 · 1 uur 28 min
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com. Lees meer
(0:00) Preview
(1:17) Sponsor
(4:00) Anton breaks down the advantages of vector databases
(4:45) How embeddings have created an AI-native way to represent data
(11:50) Anton identifies the watershed moment and step changes in AI
(12:55) Open AI’s pricing
(18:50) How chroma works
(33:04) Stable Attribution and systematic bias
(36:48) How latent diffusion models work
(51:26) How AI is like the early days of aviation
(56:01) How Disney inspired the release of Stable Attribution
(59:53):Why noise can lead to generalization
(1:01:04) Nathan’s KPI for The Cognitive Revolution
(1:01:59) Other use cases for embedding
(1:03: 19) Anton touches on the applications for biotech
(1:04:35) Anton on doomerism hysteria and what actually worries him
(1:11:43) - Nathan sums up a plausible doomer scenario
(1:20:17)What AI tools does Anton use and why?
(1:22:55) Anton’s hopesSPONSORS: SHOPIFY | OMNEKY
Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10% of ALL eCommerce in the US. And Shopify's the global force behind Allbirds, Rothy's, and Brooklinen, and 1,000,000s of other entrepreneurs across 175 countries.From their all-in-one e-commerce platform, to their in-person POS system – wherever and whatever you're selling, Shopify's got you covered. With free Shopify Magic, sell more with less effort by whipping up captivating content that converts – from blog posts to product descriptions using AI. Sign up for $1/month trial period: https://shopify.com/cognitive*Thank you Omneky for sponsoring The Cognitive Revolution. Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work, customized across all platfor…
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E4: The AI Moment with Amjad Masad, Flo Crivello, Dan Romero, and Antonio Garcia Martinez
23 februari 2023 · 36 min
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com. Lees meer
(0:00) Preview of the debate
(2:23) Sponsor
(3:10) Flo’s take on the AI moment and AGI
(5:45) Amjad’s take on the AI moment
(8:03) Antonio's skepticism about transhumanism
(9:10) Human tendencies color the debate about agency
(11:25) The inflection point is a jump in generality
(13:14) AI's effect on coding
(16:57) Weakness in current models
(19:18) Bounties and the future of work
(21:48) Antonio's skepticism around bounties
(25:00) Who will capture value, incumbents or startups?
(27:26) "All knowledge work will be automated in 20 years"
(30:10) Who will be the biggest beneficiaries of this shift?
(31:50) What AI companies should VCs invest in?
(32:26) SponsorSPONSORS: SHOPIFY | OMNEKY
Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10% of ALL eCommerce in the US. And Shopify's the global force behind Allbirds, Rothy's, and Brooklinen, and 1,000,000s of other entrepreneurs across 175 countries.From their all-in-one e-commerce platform, to their in-person POS system – wherever and whatever you're selling, Shopify's got you covered. With free Shopify Magic, sell more with less effort by whipping up captivating content that converts – from blog posts to product descriptions using AI. Sign up for $1/month trial period: https://shopify.com/cognitiveThank you Omneky for sponsoring The Cognitive Revolution. Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work, customized across all platforms, with a click of a button. Omneky combines generative AI and real-time advertising data, to generate personalized experiences at scale.
Twitter:
@CogRev_Podcast
@amasad (Amjad)
@antoniogm (Antonio)… -
E3: The Empathy Revolution with Eugenia Kuyda of Replika
17 februari 2023 · 1 uur 44 min
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com. Lees meer
(01:08) Sponsor
(01:37) Introducing Eugenia
(03:25) Replika’s controversial choice to limit erotic roleplay functionality
(04:25) Eugenia's vision for Replika
(05:58) Augmented Reality is the Ultimate Modality
(07:52) Using Replika
(13:11) Profound stories about virtual assistants
(15:55) Eugenia on why Replika is more than just a painkiller or vitamin
(28:50) Replika's business model and profitability
(34:12) Users want their Replika to surprise them
(36:12) Why ChatGPT is not a conversational model
(49:26) Eugenia's prediction for the "next Iphone of personal AI"
(1:03:00) Eugenia’s AI tools/stack
(1:15:00) Eugenia comes back to discuss Erotic Roleplay controversy
(1:18:00) Replika’s first reaction to users ERP
(1: 22:00) How the product evolved from 90% scripts & retrieval models
(1:24:00) The definitive focus for Replika to stay in a PG13 zone
(1:26:00) “Normal” evolution given sci-fi depictions of AI romances
(1:30:00) Current AI ethics on sexuality
(1:37:07) Response to journalists misportrayal
(1:40:29) SponsorSPONSORS: SHOPIFY | OMNEKY
Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10% of ALL eCommerce in the US. And Shopify's the global force behind Allbirds, Rothy's, and Brooklinen, and 1,000,000s of other entrepreneurs across 175 countries.From their all-in-one e-commerce platform, to their in-person POS system – wherever and whatever you're selling, Shopify's got you covered. With free Shopify Magic, sell more with less effort by whipping up captivating content that converts – from blog posts to product descriptions using AI. Sign up for $1/month trial period: https://shopify.com/cognitiveThank you Omneky for sponsoring The Cognitive Revolution…
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E2: Why AI Will Cause a Cognitive Revolution with Nathan Labenz and Erik Torenberg
10 februari 2023 · 1 uur 21 min
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com. Lees meer
00:00 Coming Up
01:00 The Cognitive Revolution
01:20 Sponsor
01:39 Intro
02:09 Nathan’s path to AI
04:27 Founding Waymark
06:56 The future of AI is just starting
10:00 AI dramatically enhances human capabilities
10:50 Why we started The Cognitive Revolution and what to expect
14:55 Which guests will appear on the show and topics that will be discussed
18:59 Being replaced by an AI host
20:42 Unpacking the future of AI with “no new breakthroughs”
32:21 What’s underhyped and overhyped
43:46 The dangers of AI
44:51 Applying AI safely
52:19 Losing faith in technology
53:38 A new AI ecology
55:14 Facebook, Google and Open AI
58:00 Upside and downside case for AI
58:18 Sam Altman’s case for AI
01:09:25 Starting an AI company
01:18:22 Closing
01:18:46 SponsorSPONSORS: SHOPIFY | OMNEKY
Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10% of ALL eCommerce in the US. And Shopify's the global force behind Allbirds, Rothy's, and Brooklinen, and 1,000,000s of other entrepreneurs across 175 countries.From their all-in-one e-commerce platform, to their in-person POS system – wherever and whatever you're selling, Shopify's got you covered. With free Shopify Magic, sell more with less effort by whipping up captivating content that converts – from blog posts to product descriptions using AI. Sign up for $1/month trial period: https://shopify.com/cognitiveThank you Omneky for sponsoring The Cognitive Revolution. Omneky is an omnichannel creative generation platform that lets you launch hundreds of thousands of ad iterations that actually work, customized across all platforms, with a click of a button. Omneky combines generative AI and real time advertising data, to generate pe…
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E1: The Pixel Revolution with Playground AI 's Suhail Doshi
3 februari 2023 · 1 uur 23 min
We're hiring across the board at Turpentine and for Erik's personal team on other projects he's incubating. He's hiring a Chief of Staff, EA, Head of Special Projects, Investment Associate, and more. For a list of JDs, check out: eriktorenberg.com. Lees meer
00:00 Intro
00:30: Image technology breakthroughs
00:45 The Cognitive Revolution
03:10 Intro to Suhail
03:43 Sponsor
07:04 Suhail’s path to AI
12:57 Suhail’s vision for Playground
17:58 Suhail’s cancellation on Twitter
19:06 AI artists are artists
20:25 Non-AI artists feel threatened by AI
26:47 Suhail on defensibility at AI companies
30:30 Playground’s product roadmap
33:01 Suhail on good design
35:55 Latent space
44:04 Building Playground with lessons learned from Mighty
53:55 Monitoring led to 2x improvement in the product
55:53 How people use Playground
1:03:48 AI is having it’s mobile moment
01:15:12 Finding, investing and building durable AI companies
01:22:06 Suhail’s kid’s best friends may be AI characters
01:23:20 AI religion
01:24:16 ConclusionRECOMMENDED PODCAST:
The HR industry is at a crossroads. What will it take to construct the next generation of incredible businesses – and where can people leaders have the most business impact? Hosts Nolan Church and Kelli Dragovich have been through it all, the highs and the lows – IPOs, layoffs, executive turnover, board meetings, culture changes, and more. With a lineup of industry vets and experts, Nolan and Kelli break down the nitty-gritty details, trade offs, and dynamics of constructing high performing companies. Through unfiltered conversations that can only happen between seasoned practitioners, Kelli and Nolan dive deep into the kind of leadership-level strategy that often happens behind closed doors. Check out the first episode with the architect of Netflix’s culture deck Patty McCord.
https://link.chtbl.com/hrhereticsSPONSORS: SHOPIFY | OMNEKY
Shopify is the global commerce platform that helps you sell at every stage of your business. Shopify powers 10%…