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7:09ENAI News in July 2023: SDXL, Worldcoin, and Biological ComputingMatthew Berman · Forward FutureMatthew Berman reviews a week of AI developments, from Google’s Gemini project and new generative models to biometric identity and experiments with cultured neurons.
39:45ENPalantir's 13th Employee: The Model Is a Stochastic Genie. Ontology Is the Stake That Tethers ItModeration: Sarah Guo, Elad GilCTO Shyam Sankar on 550 microservices, air-gapped submarines, and why Palantir's ontology is what large language models were waiting for.
8:48ENHow Fable’s 2023 Showrunner Experiment Generated South Park-Style ScenesMatthew Berman · Forward FutureMatthew Berman examines a research prototype combining simulated characters, language models and image generation, and weighs its creative and labor implications.
2:13:07ENHalf an Hour to a Circuit in GPT-2 Small — and a Quadratic Wall Before GPT-3Moderation: Nathan LabenzArthur Conmy walks Nathan Labenz through ACDC, the algorithm that automates the most tedious step of mechanistic interpretability: finding which transformer components actually do a task.
5:34ENFreeWilly2: A 2023 Prompt Test with Uncertain FormattingMatthew Berman · Forward FutureMatthew Berman retries an instruction-tuned Llama 2 model after a poor first run, finding mixed results and a likely template problem.
1:07:44ENSri Batchu on Growth Experiments, Hiring and Operator InvestingGast: Sri Batchu · Moderation: Harry StebbingsThe Ramp growth leader explains how to measure experiments, build teams and balance operating with angel investing.
4:59ENTesting Airoboros L2 70B on Coding, Writing and ReasoningMatthew Berman · Forward FutureMatthew Berman runs a small set of prompts against a Llama 2 fine-tune, finding useful structured output alongside failures on code and logic.
1:01:26ENAlexNet Used Two GPUs. GPT-4 Took Twenty Thousand. The Shortage Will Be Back.Moderation: Nathan LabenzRun:ai CTO Ronen Dar on filling idle accelerators, why H100s can be cheaper per experiment, and why Llama 2 undercuts compute governance.
1:27:37ENAdam Mosseri on Instagram, Reels and the Early Days of ThreadsGast: Adam Mosseri · Moderation: Harry StebbingsInstagram’s head discusses leadership, product complexity, competition and what it would take to turn Threads’ early sign-ups into lasting use.
11:07ENInstalling Llama 2 13B Chat and Testing Its ResponsesMatthew Berman · Forward FutureMatthew Berman demonstrates a 2023 local setup and tests a 13-billion-parameter chat model on coding, writing, arithmetic and reasoning. His small set of prompts illustrates both useful outputs and mistakes.
2:14:42ENSettlers Took Half His Jerusalem House. Mohammed El-Kurd Calls It Politics, Not Real EstateGast: Mohammed El-Kurd · Moderation: Lex FridmanThe Palestinian poet tells Lex Fridman how Sheikh Jarrah, the Nakba, and a childhood of eviction orders shape his case against treating Zionism as a religion rather than a political project.
11:16ENAI News in July 2023: Llama 2, Generated Video and Model BehaviorMatthew Berman · Matthew BermanMatthew Berman surveys a week of AI announcements, research and reporting, from entertainment experiments to enterprise tools and Meta’s Llama 2.
1:00:44ENJean-Denis Greze on Hiring, Product Differentiation and Leading Engineering at PlaidGast: Jean-Denis Greze · Moderation: Harry StebbingsPlaid’s CTO discusses how he assesses talent, balances fast execution with reliability and weighs incremental improvements against long-term bets.
39:50ENWhy AI Video Is Still a Four-Second CorgiModeration: Sarah Guo, Elad GilMeta research director Devi Parikh explains why text-to-video has stalled on short animated images, and what it will take to get past that plateau.
9:40ENTesting Llama 2 70B on Coding, Writing and ReasoningMatthew Berman · Forward FutureMatthew Berman tries Meta’s 70-billion-parameter chat model through a hosted interface, highlighting both useful outputs and inconsistent reasoning.
1:40:44ENGive the Model Time, Memory, and Tools: Nathan Labenz’s 2023 Field Guide to Using GPT-4Moderation: Nathan LabenzPart two of the AI Scouting Report walks from H100 clusters and RLHF through chain-of-thought, retrieval, agents, and mixture-of-experts.
59:59ENLauryn Isford on Product Growth, Onboarding and HiringGast: Lauryn Isford · Moderation: Harry StebbingsNotion’s product growth leader explains how to help users find value, measure activation and build growth teams.
8:49ENLlama 2’s 2023 Release: Model Sizes, License and SafetyMatthew Berman · Forward FutureMatthew Berman reviews Meta’s Llama 2 paper, its commercial license, model variants and safety evaluations.
5:53ENPetals: Distributing Large Language Model Inference Across DevicesMatthew Berman · Forward FutureIn 2023, Matthew Berman explains Petals as a way to use large models through a network of participating computers rather than loading every layer on one device.
9:46ENOrca Mini V2 vs. OpenOrca: A 2023 Informal Model ComparisonMatthew Berman · Forward FutureMatthew Berman tests two Orca-inspired models on coding, writing and reasoning, with results shaped by prompt setup and subjective scoring.
2:44:47ENThe Next Machines Will Steal Intimacy, Not Just AttentionGast: Yuval Noah Harari · Moderation: Lex FridmanHistorian Yuval Noah Harari tells Lex Fridman how stories built civilization, why fascism looks beautiful in the mirror, and why AI is the first tool that takes power away from humans.
1:00:38ENDave Clark on Amazon, Flexport and Leading Through GrowthGast: Dave Clark · Moderation: Harry StebbingsThe former Amazon executive discusses ambitious goals, hiring, logistics decisions and protecting time for family.
1:15:41ENSheel Mohnot on Venture Fund Size, Founders and FintechGast: Sheel Mohnot · Moderation: Harry StebbingsThe Better Tomorrow Ventures co-founder discusses fund construction, liquidity, early-stage investing and a wedding in the metaverse.
9:55ENBuilding AI Characters With the a16z Companion AppMatthew Berman · Forward FutureMatthew Berman walks through a 2023 starter project for conversational characters, from service configuration and embeddings to editing a companion’s personality.
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