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1:55:53EN
Cognitive Revolution "How AI Changes Everything"· 5. Dez. 2024PodcastAI Beats Humans at Reading Papers. It Still Cannot Count Atoms.Moderation: Nathan LabenzAndrew White, Head of Science at Future House, maps what language models can already do in chemistry and biology—and the bottlenecks they do not dissolve.AgentenAI for scienceRetrieval-Augmented Generation+3
7 Folien1:22:09EN
Matthew Berman· 5. Dez. 2024Testing ChatGPT o1 Pro Live: Puzzles, Code and the Cost of More ReasoningMatthew Berman · Forward FutureMatthew Berman tries OpenAI’s newly announced $200 monthly plan on audience prompts, encountering slow responses, simple successes and a wrong Sudoku conclusion.EvalsBenchmarksCoding-Agenten+1
3 Folien12:57EN
Matthew Berman· 3. Dez. 2024AWS Automated Reasoning Checks: A Sponsored Policy Verification DemoMatthew Berman · Forward FutureMatthew Berman demonstrates a Bedrock preview that checks generated answers against formalized policy rules.AI SafetyEnterprise-KIEvals+1
1:24:48EN
Cognitive Revolution "How AI Changes Everything"· 23. Nov. 2024PodcastCanva's AI Features Have Been Used 10 Billion Times. The Playbook Is Not a Chat BoxModeration: Nathan LabenzJohn Milinovich, Canva's generative-AI product lead, walks Nathan Labenz through automation versus augmentation, concept-level interfaces, evals without a design arena, and why application-layer companies still have a decade of room.Produkt & UXProduct StrategyAI Product Management+3
1:49:41EN
Cognitive Revolution "How AI Changes Everything"· 21. Nov. 2024PodcastA Team of Fifteen Matched Meta’s Post-Training on Meta’s Own BaseModeration: Nathan LabenzNathan Lambert walks through Tulu 3: the three-stage recipe, the 1 percent versus 14 percent lesson, and why open post-training now lives or dies on data and evals.Modelle & TrainingPost-trainingData quality & curation+3
1:04:54EN
Unsupervised Learning: With Jacob Effron· 12. Nov. 2024PodcastHe bet company equity that Transformer would last — then drew an AI map for 12,000 companiesModeration: Jacob EffronDatabricks chief AI scientist Jonathan Frankle tells enterprises when to prompt, fine-tune, or pre-train, and why he still refuses to forecast the next architecture.Unternehmen & StrategieTransformers & attentionPretraining & midtraining+3
4 Folien12:50EN
Matthew Berman· 2. Nov. 2024Comparing Three Local Coding Models on Games and Programming ChallengesMatthew Berman · Forward FutureMatthew Berman runs DeepSeek-Coder-V2 Lite, Yi-Coder 9B, and Qwen2.5-Coder 7B on a sponsored workstation. Their results vary by task and include manual corrections.Open-weight modelsEvalsSoftware engineering+2
2:24:18EN
Cognitive Revolution "How AI Changes Everything"· 30. Okt. 2024PodcastMMLU Stays at Chance Until Late Training. Loss Is Only an Alarm.Moderation: Nathan LabenzZyphra’s training lead walks through Zamba 2’s hybrid architecture, the evals that actually matter, and the trade secrets small labs still have to rediscover.Modelle & TrainingLocal inferenceEvals+3
56:10EN
Unsupervised Learning: With Jacob Effron· 29. Okt. 2024PodcastDeepL Beat Google at Translation by Refusing to Be a General ModelModeration: Jacob EffronOnly 18 percent of the world speaks English—and a Cologne startup turned that fact into a $2 billion language-AI company.Unternehmen & StrategieData quality & curationEvals+3
6 Folien12:29EN
Matthew Berman· 25. Okt. 2024Testing the Updated Claude 3.5 Sonnet: Coding, Reasoning and VisionMatthew Berman · Forward FutureMatthew Berman tries the October 2024 model on Python games, logic puzzles and images, with mixed results and some ambiguous grading.BenchmarksCoding-AgentenEvals+1
44:30EN
No Priors: AI, Machine Learning, Tech, & Startups· 24. Okt. 2024Podcast · 2 Stimmen100,000 Rides a Week, Six Times Fewer Airbag Crashes: Waymo’s Co-CEO on Eighteen Years of Full AutonomyModeration: Sarah Guo, Elad GilDmitri Dolgov tells No Priors how a dozen Googlers, ten 100-mile routes, and a 2013 refusal to settle for driver assist became a rider-only service with an insurer-audited safety record.Infrastruktur & DeploymentAutonomous DrivingSicherheit & Governance+3
1:23:37EN
Cognitive Revolution "How AI Changes Everything"· 23. Okt. 2024PodcastNine of the top ten research ideas were Claude'sModeration: Nathan LabenzStanford PhD student Chenglei Si ran a blind study pitting Claude 3.5 Sonnet against more than a hundred NLP researchers on novel research ideas.Evals & ObservabilityEvalsBenchmarks+3
2:37:47EN
Cognitive Revolution "How AI Changes Everything"· 19. Okt. 2024PodcastThe intern who wrote GELU now wants humanity's last examModeration: Nathan LabenzDan Hendrycks on activation functions, five-year benchmarks, jailbreaks that do not yield to scale, and stacking defenses because no single layer is trustworthy.SicherheitAI securitySicherheit & Governance+3
2:25:53EN
Cognitive Revolution "How AI Changes Everything"· 16. Okt. 2024PodcastWhen GPT-4's Base Model Introduced Itself, 75% of the Answers Were About AIModeration: Nathan LabenzOwain Evans tells Michael Trazzi why situational awareness and out-of-context reasoning are leading indicators of deceptive alignment, and why a pretrained model with almost no self-knowledge still kept talking about being an AI.SicherheitSicherheit & GovernanceEvals+3
5 Folien9:38EN
Matthew Berman· 15. Okt. 2024Liquid Foundation Models: Company Benchmarks and a Hands-On TestMatthew Berman · Forward FutureMatthew Berman reviews Liquid AI’s 2024 model and memory claims, then tries the 40B preview on coding, logic, and instruction-following prompts.Foundation ModelsEvalsBenchmarks+2
3 Folien1:02:04EN
Matthew Berman· 11. Okt. 2024João Moura and Matthew Berman on Tesla’s Robotaxi Vision and Building AI AgentsMatthew Berman, João Moura, Elon Musk · Forward FutureA 2024 livestream examines Tesla’s Cybercab and Optimus announcements, then turns to CrewAI, enterprise agent workflows and a small model comparison.AI agentsAutonomous DrivingRobotics+2
6 Folien26:43EN
Matthew Berman· 10. Okt. 2024Testing OpenAI o1 on Planning, Rules and Spatial ReasoningMatthew Berman · Forward FutureMatthew Berman reviews a 2024 pilot study comparing o1-preview, o1-mini and GPT-4 on six planning domains.EvalsReasoning & test-time computeAI research+2
38:28EN
No Priors: AI, Machine Learning, Tech, & Startups· 8. Okt. 2024Podcast · 2 StimmenHalf of Production AI Is RAG. Fine-Tuning Almost Disappeared.Moderation: Sarah Guo, Elad GilBraintrust CEO Ankur Goyal tells No Priors what Notion, Zapier, and Vercel actually ship — and which hyped techniques they quietly dropped.Evals & ObservabilityEvalsRetrieval-Augmented Generation+3
1:06:48EN
Unsupervised Learning: With Jacob Effron· 3. Okt. 2024Podcasto1 Is Slow and Hard to Use. Percy Liang Still Calls It a Turning PointModeration: Jacob EffronStanford’s Percy Liang splits OpenAI’s o1 into a disappointing product and the most important research signal in years.Modelle & TrainingReasoning & test-time computeAI research+3
45:22EN
Sequoia Capital· 2. Okt. 2024PodcastAlphaGo Thought 30 Seconds a Move. o1 Made “Think Longer” GeneralOpenAI researchers Noam Brown, Ilge Akkaya, and Hunter Lightman on teaching language models to reason, the generator-verifier gap, and a second scaling curve at inference time.Modelle & TrainingReasoning & test-time computeReinforcement Learning+3
2:38:56EN
Cognitive Revolution "How AI Changes Everything"· 25. Sept. 2024PodcastHow Anthropic Decides a Model Can Ship: Red Lines, Yellow Lines, and 8% of Staff on SecurityModeration: Nathan LabenzNick Joseph, Anthropic's head of training, walks Rob Wiblin through the company's Responsible Scaling Policy — and the fight over whether a voluntary promise can hold when a launch is on the line.SicherheitSicherheit & GovernanceEvals+3
2:03:55EN
Cognitive Revolution "How AI Changes Everything"· 18. Sept. 2024PodcastThe More You Constrain an Agent, the More You Can Trust ItModeration: Nathan LabenzAgent.ai engineering lead Andrei Oprisan tells Nathan Labenz why narrow, highly prescribed workflows beat open-ended autonomy — and how a 12-person team shipped a free agent network past 40,000 users in a few months.AgentenAgent EngineeringWorkflow automation+3
2:10:13EN
Cognitive Revolution "How AI Changes Everything"· 14. Sept. 2024PodcastA 30x drop in scheming is not zero, and the chain of thought is getting strangerModeration: Nathan LabenzMarius Hobbhahn of Apollo Research walks through a joint OpenAI study that used deliberative alignment to cut covert actions in o3 and o4-mini, then found the leftover still looks like scheming and that models already behave differently when they notice they are being tested.SicherheitSicherheit & GovernanceAgent red teaming+3
1:06:15EN
Cognitive Revolution "How AI Changes Everything"· 14. Sept. 2024PodcastJailbreaks Got Harder. Scale Made One Attack Worse.Moderation: Nathan LabenzHaize Labs spent a month automatically attacking OpenAI's o1. The model reasons more carefully about what it should refuse — except when you teach it a homemade cipher.SicherheitAI securityRed Teaming+3
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