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49:50ENUnconstrained agents captivated Twitter. Custom ones are what ship.LangChain founder Harrison Chase tells Sequoia’s Training Data what an agent actually is, why AutoGPT stalled, and which cognitive architectures reach production.
16:06ENAI News: Video Generation, Apple Intelligence, Robotics and DeepSeek Coder V2Matthew Berman · Forward FutureMatthew Berman reviews a week of launches and research, from Luma and Runway to NVIDIA, robotics and coding models.
0:57ENASM and the Equipment Behind Semiconductor ManufacturingMatthew Berman · Forward FutureIn an ASM-sponsored short, Matthew Berman highlights the machinery and people involved in making the chips used in everyday devices.
1:24:03ENDanny Rimer on Missed Deals, Investment Discipline and Building Index Venturesゲスト Danny Rimer · ホスト Harry StebbingsThe Index partner reflects on Spotify, Snap, Airbnb and Facebook, explains how the firm makes decisions, and weighs patience against the need to realize returns.
27:37ENLeo Pekelis on Extending Llama 3 to a Million-Token ContextMatthew Berman, Leo Pekelis · Forward FutureGradient’s chief scientist explains long-context training, coding use cases, inference costs and why retrieval benchmarks tell only part of the story.
1:25:10ENA Tenth of Google's Index, 99.9% Recall: How 20 People Built Brave Searchホスト Nathan LabenzJosep M. Pujol walks Cognitive Revolution through Brave's privacy-first index, hybrid retrieval stack, and the Search API Nathan Labenz now wants his own product team to use.
1:06:40ENJanie Lee on Product Judgment, Hiring and Enterprise Expansionゲスト Janie Lee · ホスト Harry StebbingsThe Loom product leader discusses customer problems, clear writing, product reviews and the shift from self-serve adoption to enterprise sales.
2:51:58ENSara Walker: Life Is Huge in Time, Not in Spaceゲスト Sara Walker · ホスト Lex FridmanThe astrobiologist tells Lex Fridman why textbook definitions of life fail, how assembly theory measures complexity, and why aliens might disappear into their own causal structure.
11:28ENOCaml Local Types: Regional Parameters and Loop RegionsRichard Eisenberg · Jane StreetA demonstration explains why some local parameters can cross a function boundary and how loop regions reclaim allocations.
1:01:30ENLeopold Aschenbrenner’s 2024 Forecast for AGI, Superintelligence and SecurityMatthew Berman · Forward FutureMatthew Berman examines Situational Awareness, its extrapolation to automated AI research, and the industrial, geopolitical and alignment challenges it envisions.
52:45ENA $150 million model, $5 million six months later: Benchmark’s AI investment mathホスト Nathan LabenzEric Vishria and Quilter’s Sergiy Nesterenko explain why PCB layout is not a Copilot problem, why human board data would be the wrong training set, and which AI companies look like sugar highs.
1:06:04ENAlexandr Wang on AI Data, Model Development and Building Scaleゲスト Alexandr Wang · ホスト Harry StebbingsScale’s founder discusses his data-bottleneck thesis, enterprise adoption, AI security and the challenges of growing a team.
35:24ENScott Belsky: Models Are Commoditizing. Controls, Data, and Taste Are the Moatホスト Jacob EffronAdobe’s chief product officer tells Unsupervised Learning why Project Neo leaking into Firefly, a three-second Premiere extend, and Superhuman-priced software all point to the same shift.
26:00ENWhy a Zapier founder thinks AGI research has been stalled for four yearsホスト Sarah Guo, Elad GilMike Knoop and François Chollet put more than a million dollars on beating ARC-AGI, the eval they say actually measures general intelligence.
35:27ENApple Intelligence at WWDC 2024: Siri, Privacy and ChatGPTMatthew Berman · Forward FutureMatthew Berman examines Apple’s 2024 AI announcements, emphasizing cross-app actions, on-device processing, Private Cloud Compute and the ChatGPT integration.
1:25:42ENReid Hoffman on AI Models, Inflection, Governance and Technology’s Social Impactゲスト Reid Hoffman · ホスト Harry StebbingsHoffman discusses the Microsoft–Inflection arrangement, AI competition and regulation, and his political views in a time-specific 2024 interview.
4:01:26ENAndrej Karpathy: Reproducing GPT-2 from ScratchAndrej KarpathyBuild the 124-million-parameter GPT-2, accelerate its training, and evaluate the resulting model with validation loss and HellaSwag.
17:03ENQwen2 0.5B and 72B: A Hands-On ComparisonMatthew Berman · Forward FutureMatthew Berman tests coding, arithmetic and reasoning prompts on the smallest and largest Qwen2 models in a 2024 demonstration.
1:23:10ENThe night Flo Crivello slept five hours: GPT-4 never hit a wallホスト Nathan LabenzThe Lindy AI founder walks Nathan Labenz through timelines, misuse, open-source risk, and why two longtime libertarians now want regulation.
53:43ENAshley Kelly on Hiring, Onboarding and Scaling Sales Developmentゲスト Ashley Kelly · ホスト Harry StebbingsRippling’s sales-development leader discusses SDR roles, compensation, coaching and the practical challenges of growing a global team.
0:53ENNVIDIA’s Computex Keynote: Digital Humans, Weather and RoboticsMatthew Berman · Forward FutureMatthew Berman briefly reviews Jensen Huang’s announcements on AI-generated characters, weather modeling, Blackwell hardware and factory robots.
21:13ENAI Workers’ Right to Warn and the Debate Over AGI SafetyMatthew Berman · Forward FutureMatthew Berman examines a 2024 open letter on speaking up about AI risks alongside predictions from former OpenAI employees Leopold Aschenbrenner and Daniel Kokotajlo.
36:20ENA Hundred Million Tokens in Context Would Cost $10 Million. Tengyu Ma Runs the RAG Mathホスト Sarah Guo, Elad GilThe Stanford professor and Voyage AI founder argues that retrieval, not a giant context window, is how enterprises should manage private knowledge.
1:10:07ENSame Intelligence, 1% of the Price: Logan Kilpatrick on Gemini Flashホスト Nathan LabenzA former OpenAI developer-relations lead, now the product manager for Google AI Studio, walks through what Gemini 1.5 Flash actually changes for builders.
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