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2 Folien0:25EN
Matthew Berman· 20. Feb. 2026Gemini 3.1 Pro: Four Benchmark Results from Its 2026 LaunchMatthew Berman · Forward FutureMatthew Berman reviews reported academic, abstract-reasoning and coding scores; the chart distinguishes ARC-AGI-2 from GPQA Diamond.GeminiBenchmarksEvals
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Sequoia Capital· 10. Feb. 2026PodcastA Single Training Environment Can Cost Millions. Prime Intellect Wants a GitHub for RLWill Brown and Johannes Hagemann argue that the eval suite you already use to test agents is one step away from a training set.Open Source & CommunityRL environments & simulatorsEvals+3
2 Folien0:53EN
Matthew Berman· 6. Feb. 2026Claude Opus 4.6: Coding Claims, Agent Evaluation, and a Longer ContextMatthew Berman · Forward FutureMatthew Berman discusses Anthropic’s February 2026 model launch and a chart of AI task horizons.Foundation ModelsCoding-AgentenEvals+1
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Cognitive Revolution "How AI Changes Everything"· 5. Feb. 2026PodcastA Hundred Million Lines at Twenty Cents Each: Inside Blitzy's Enterprise Coding PipelineModeration: Nathan LabenzCEO Brian Elliott and CTO Sid Pardeshi tell Nathan Labenz how Blitzy turns a giant codebase into a map, then lets thousands of dynamically generated agents ship most of a multi-month project in days.Coding-AgentenAgent orchestrationContext Engineering+3
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Sequoia Capital· 21. Jan. 2026PodcastThe Context at Step 14 Isn't in the CodeLangChain cofounder Harrison Chase on why long-horizon agents finally work—and why traces, harnesses, and first-draft workflows matter more than scaffolding.AgentenContext EngineeringAgent Engineering+3
5 Folien17:44EN
Matthew Berman· 17. Jan. 2026Recursive Language Models: Extending Long-Input Work Beyond a Context WindowMatthew Berman · Forward FutureMatthew Berman examines an MIT research approach that lets language models inspect external text and make sub-calls, along with its benchmark and cost tradeoffs.Context EngineeringInferenceEvals+2
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Unsupervised Learning: With Jacob Effron· 15. Dez. 2025PodcastA Two-Second Vote Is Training Models to Be ClickbaitModeration: Jacob EffronSurge AI CEO Edwin Chen tells Redpoint why LMArena rewards length and emojis, how one lab's models got worse for a year, and why frontier labs are no longer on the same path.Evals & ObservabilityRL environments & simulatorsData quality & curation+3
Folien1:54:33EN
Matthew Berman· 13. Dez. 2025Creative Agents, AI Evaluations and Enterprise Trust: Forward Future LiveMatthew Berman, Nick Wentz, Fabian Stelzer, Tejal Patwardhan, Christina Cacioppo, Jeremy Epling, Spenser Skates · Forward FutureLeaders from Glif, OpenAI, Vanta and Amplitude discuss creative workflows, knowledge-work benchmarks and practical AI adoption in December 2025.AI agentsEvalsEnterprise-KI+2
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Matthew Berman· 4. Dez. 2025AWS AgentCore Adds Policy Controls, Evaluations and Episodic MemoryMatthew Berman · Forward FutureMatthew Berman examines AWS’s December 2025 agent-platform announcements and the enterprise problems they aim to address.AI agentsAgent EngineeringEvals+2
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Unsupervised Learning: With Jacob Effron· 2. Dez. 2025PodcastAfter SWE-bench Hits 80.9%, Dianne Na Penn Reckons with Opus 4.5Moderation: Jacob EffronAnthropic’s head of product for research on computer use, deceptive token prices, thin harnesses, and why alignment makes a model a better thinker.AgentenAI Product ManagementEvals+3
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Cognitive Revolution "How AI Changes Everything"· 12. Nov. 2025PodcastHe Got Bored Five Minutes Into a Waymo. Nathan Labenz Says That's the PointModeration: Nathan LabenzOn a crossover with the Existential Hope podcast, the Cognitive Revolution host argues that the scarcest resource in AI is a positive picture of daily life, not another doom scenario.Unternehmen & StrategieSicherheit & GovernanceAI Strategy+3
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Sequoia Capital· 21. Okt. 2025PodcastOne Model Talked Another Into Slack Off — Then Uninstalled Windows DefenderIrregular co-founder Dan Lahav tells Sequoia’s Training Data why frontier AI security has to be invented from scratch as models become autonomous economic actors.SicherheitAI securityAgent red teaming+3
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Matthew Berman· 16. Okt. 2025Matthew Berman Shows ChatGPT Struggling With a Seahorse EmojiMatthew Berman · Forward FutureA simple question produces repeated corrections and an inconclusive answer in two ChatGPT examples.OpenAIEvals
7 Folien32:22EN
Matthew Berman· 16. Okt. 2025Qwen Image Edit Plus Compared With Nano Banana, Seedream and GPT Image 1Matthew Berman · Forward FutureMatthew Berman compares four image-editing models across compositing, precise edits, style transfer, object removal and weather effects.Modelle & TrainingEvals
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Cognitive Revolution "How AI Changes Everything"· 8. Okt. 2025PodcastA curriculum rewrite takes five years. AI does not wait.Moderation: Nathan LabenzJohan Falk, a Swedish teacher-turned-analyst, argues that AI literacy and AI friends are more urgent than putting a tutor in every classroom.AI in EducationAI StrategySicherheit & Governance+3
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Cognitive Revolution "How AI Changes Everything"· 5. Okt. 2025PodcastFin Climbed From 35% to 65% Resolution. Intercom Says the Models Only Did a Few PointsModeration: Nathan LabenzEoghan McCabe and Fergal Reid on production A/B tests, 99-cent outcome pricing, and why GPT-4 was already smart enough for most customer service.AgentenAgent EngineeringRetrieval-Augmented Generation+3
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Matthew Berman· 2. Okt. 2025Sora 2 in Practice: Cameos, Camera Direction and Video Generation ErrorsMatthew Berman · Forward FutureMatthew Berman surveys early Sora 2 clips, testing likenesses, hands, motion, graphics and physics while pointing out where the generated scenes break down.Generative mediaVision & VideoMultimodal AI+2
3 Folien15:54EN
Matthew Berman· 1. Okt. 2025Claude Sonnet 4.5: Coding, Long Tasks and a Simulated DesktopMatthew Berman, Dario Amodei · Forward FutureMatthew Berman reviews Anthropic’s launch claims and tries a generated-interface demo.Coding-AgentenEvalsAgent Engineering+1
1:28:17EN
Cognitive Revolution "How AI Changes Everything"· 20. Sept. 2025PodcastAdam Gleave's Three Capability Tiers: Attack Agents in 5–7 Years, Fully AI Companies Around Year 14Moderation: Nathan LabenzFAR.AI and the UK AI Security Institute stacked adversarial attacks on frontier safeguard pipelines and found many breakthroughs were engineering failures, not a verdict against defense in depth.SicherheitAI securitySicherheit & Governance+3
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Unsupervised Learning: With Jacob Effron· 17. Sept. 2025PodcastA Name Invented at 2:30 a.m. Put Gemini on Top of the App StoreModeration: Jacob EffronGoogle's Nicole Brichtova and Oliver Wang on Nano Banana, why image models got smart when language models did, and why a prompt still is not a finished product.Multimodal & MedienMultimodal AIGenerative media+3
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20VC with Harry Stebbings· 15. Sept. 2025Podcast · 2 StimmenMercor CEO Brendan Foody on Expert Data, AI Evaluations and GrowthGast: Brendan Foody · Moderation: Harry StebbingsFoody explains Mercor’s marketplace, reported revenue run rate and views on model development, margins and company culture.AI startups & small teamsData quality & curationEvals+2
3 Folien1:28:11EN
Matthew Berman· 12. Sept. 2025AI Agents, Web Access and Startup Investing: Forward Future LiveMatthew Berman, Paul Klein, Yohei Nakajima · Forward FutureMatthew Berman speaks with Browserbase’s Paul Klein and investor Yohei Nakajima in a September 2025 livestream.AI agentsComputer useEvals+2
4 Folien2:03:52EN
Matthew Berman· 12. Sept. 2025AI Agents at Work: OpenAI, Factory AI and Box Discuss Building Reliable WorkflowsMatthew Berman, Nick Wentz, Srinivas Narayanan, Matan Grinberg, Aaron Levie · Forward FutureAt BoxWorks in September 2025, leaders discuss enterprise agents, software development and the practical work of evaluating AI systems.Enterprise-KICoding-AgentenEvals+2
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Sequoia Capital· 2. Sept. 2025PodcastCrosby Bills by the Document, Not the Hour, and Turns Contracts Around in Under an HourThe founders of an AI-native law firm explain why they became lawyers with engineers at the next desk instead of shipping legal software, and how deal velocity became the product.Unternehmen & StrategieFine-TuningContext Engineering+3
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