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3 slides18:33EN
AI Explained· Feb 3, 2025Deep Research’s Early Strengths and HallucinationsA February 2025 comparison of research agents finds useful retrieval alongside claims that need checking.AI agentsBenchmarksEvals
5 slides12:07EN
Matthew Berman· Feb 2, 2025TinyZero: A $30 Reinforcement-Learning Experiment on a Small Arithmetic TaskMatthew Berman · Forward FutureMatthew Berman explains how a pretrained Qwen model learned to search and check answers in Countdown, and why the experiment does not recreate DeepSeek-R1.Reinforcement LearningReasoning & test-time computeAI research+2
5:06:18EN
Lex Fridman· Feb 2, 2025PodcastDeepSeek's $5 million training claim and the five-year bet on computeHost Lex FridmanDylan Patel and Nathan Lambert walk Lex Fridman through DeepSeek-V3 and R1, export controls, TSMC, megaclusters, and who actually makes money in the AI race.Enterprise & strategyOpen-weight modelsPretraining & midtraining+3
7 slides9:58EN
Matthew Berman· Feb 1, 2025Matthew Berman Tests o3-mini on Games, Puzzles and Web SearchMatthew Berman · Forward FutureA 2025 hands-on test finds working game prototypes and several successful answers alongside a delayed Tetris row, an ambiguous puzzle and a search configuration mistake.EvalsCoding agentsReasoning & test-time compute+2
3 slides6:44EN
Matthew Berman· Feb 1, 2025Testing DeepSeek Janus-Pro for Image Understanding and GenerationMatthew Berman · Forward FutureMatthew Berman tries the 7B multimodal model on diagrams, memes and image prompts using a sponsored cloud GPU demonstration.Vision & videoGenerative mediaMultimodal AI+2
6 slides24:22EN
Matthew Berman· Jan 31, 2025Dario Amodei on DeepSeek, AI Costs and Chip Export ControlsMatthew Berman, Jonathan Ross, David Sacks · Forward FutureMatthew Berman examines the Anthropic CEO’s 2025 essay, the limited evidence behind distillation allegations and the economics of model training.Models & trainingAI cost & performanceGeopolitics+2
57:31EN
20VC with Harry Stebbings· Jan 31, 2025Podcast · 2 speakersTS Anil on Monzo’s Turnaround, Product Strategy and Global AmbitionsGuest TS Anil · Host Harry StebbingsThe Monzo CEO explains how the bank addressed interlocking funding and control problems, built a diversified revenue model and is thinking about expansion.Company BuildingProduct StrategyLeadership+2
4 slides9:58EN
Matthew Berman· Jan 31, 2025OpenAI o3-mini Launch: Reasoning Effort, Benchmarks and a Snake TestMatthew Berman · Forward FutureIn January 2025, Matthew Berman reviews OpenAI’s reported results and tries two coding examples with different reasoning settings.OpenAIReasoning & test-time computeBenchmarks+1
4 slides15:22EN
AI Explained· Jan 31, 2025o3-mini’s Early Results and the Rhetoric of an AI RaceA launch-day look at benchmarks, safety evaluations, and the pressures of competition.BenchmarksAI SafetyReasoning & test-time compute+1
27:12EN
No Priors: AI, Machine Learning, Tech, & Startups· Jan 30, 2025Podcast · 2 speakersWhy Rick Caruso's Palisades Village Stood While Two Manhattans BurnedHost Sarah Guo, Elad GilThe Los Angeles developer and former mayoral candidate on empty hydrants, 40 years of uncut brush, and rebuilding in a year instead of a decade.LeadershipDecision MakingPublic Health
57:11EN
Unsupervised Learning: With Jacob Effron· Jan 30, 2025PodcastA Million Tokens Cannot Write a Good JokeHost Jacob EffronPrinceton's Arvind Narayanan on why agent evals mislead, inference scaling hits a wall, and AI looks more like the internet than an overnight revolution.Evals & observabilityEvalsBenchmarks+3
5 slides7:41EN
Matthew Berman· Jan 30, 2025CES 2025 and Running DeepSeek R1 Distills on an RTX 5090Matthew Berman · Forward FutureMatthew Berman tours AI demonstrations at CES and runs two quantized DeepSeek R1 distilled models locally on an NVIDIA GPU.Local inferenceOpen-weight modelsSemiconductors+2
1:50EN
Matthew Berman· Jan 30, 2025Five AI Trends Discussed by Coveo’s Sébastien PaquetMatthew Berman · Forward FutureMatthew Berman summarizes a 2025 interview on production systems, smaller models, agents and trust.Enterprise AIAgentsModels & training+1
Slides0:52EN
Matthew Berman· Jan 29, 2025Genie 2 Generates Interactive Worlds for AI ResearchMatthew Berman · Forward FutureMatthew Berman explains why Google DeepMind’s image-conditioned world model could help researchers create environments for agents, while the early demonstrations have clear limits.World modelsGenerative mediaRobotics
56:07EN
Cognitive Revolution "How AI Changes Everything"· Jan 29, 2025PodcastBox Holds 100 Billion Files. Its CEO Says Enterprises Only Move for a 10xHost Nathan LabenzAaron Levie tells Nathan Labenz why AI excitement in the enterprise already outruns the early cloud — and why 98% reliability, seat-based SaaS, and incremental savings still will not ship.Enterprise & strategyEnterprise AIAI Strategy+3
1:00:02EN
20VC with Harry Stebbings· Jan 29, 2025Podcast · 2 speakersJonathan Ross on DeepSeek, Open Models and AI InfrastructureGuest Jonathan Ross · Host Harry StebbingsThe Groq CEO discusses reported training costs, inference demand, competitive strategy and the security concerns surrounding AI.InferenceAI cost & performanceGeopolitics+2
3 slides5:27EN
Matthew Berman· Jan 29, 2025Ways to Try DeepSeek R1: Hosted and Local Distilled ModelsMatthew Berman · Forward FutureMatthew Berman demonstrates DeepSeek chat, Groq’s hosted distill and a local model in LM Studio.Local inferenceOpen-weight modelsQuantization
4 slides20:34EN
Matthew Berman· Jan 28, 2025DeepSeek R1 and the Debate Over AI Costs and ComputeMatthew Berman · Forward FutureMatthew Berman examines 2025 reactions to DeepSeek, from training efficiency and market losses to open weights, privacy and the possibility of a demand rebound.Models & trainingAI cost & performanceOpen-weight models+2
52:30EN
Sequoia Capital· Jan 28, 2025PodcastMove 37 looked like a bug. LLMs still need their AlphaZero momentIoannis Antonoglou, from AlphaGo to Reflection AI, on self-play, reliability, and why compute can still buy intelligence.AgentsReinforcement LearningAgent engineering+3
Slides16:45EN
Matthew Berman· Jan 27, 2025DeepSeek-R1 and the Debate Over AI Costs and ComputeMatthew Berman · Forward FutureMatthew Berman examines the January 2025 reaction to an open-weight reasoning model, disputed cost claims and competing views of future demand for AI chips.Foundation ModelsReasoning & test-time computeOpen Source+1
1:04:04EN
20VC with Harry Stebbings· Jan 27, 2025Podcast · 2 speakersWayne Ting on Turning Lime Around, One Operational Detail at a TimeGuest Wayne Ting · Host Harry StebbingsLime’s CEO explains how vehicle durability, battery swapping and local operations reshaped its economics, and reflects on crisis leadership and recovery.Company BuildingProduct StrategyLeadership+2
3:45:44EN
Lex Fridman· Jan 26, 2025Podcast · 2 speakersDecline Is a Choice: Marc Andreessen on Power, Censorship, and a Second Roaring TwentiesGuest Marc Andreessen · Host Lex FridmanThe United States is adding a trillion dollars of national debt every 100 days — and Andreessen says the boom is still there if the country wants it.Enterprise & strategyAI StrategyGeopolitics+3
4 slides14:55EN
Matthew Berman· Jan 25, 2025How the Industry Reacted to OpenAI Operator in 2025Matthew Berman · Forward FutureMatthew Berman reviews early views on browser agents, their limitations, competing projects and examples of delegated tasks.AI agentsComputer useOpenAI+2
1:48:20EN
Cognitive Revolution "How AI Changes Everything"· Jan 25, 2025PodcastFrom 15% to 70% on Right-or-Wrong Scores: DeepSeek-R1 Laid Reinforcement Learning's Cards on the TableHost Nathan LabenzOn Inauguration Day 2025, DeepSeek and Moonshot dropped reasoning-model results that Nathan Labenz reads as proof the reinforcement-learning recipe is simple, public, and still climbing.Models & trainingReinforcement LearningReasoning & test-time compute+3
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