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3:31:00ZH季逸超:从浏览器到 Manus,智能体产品的一年Invitado: 季逸超 · Presenta: 张小珺回顾创业选择、云端运行环境、上下文管理和 AI 产品成本。
3:31:17ZH季逸超:从浏览器到 Manus,智能体产品的一年Invitado: 季逸超 · Presenta: 张小珺回顾创业选择、云端运行环境、上下文管理和 AI 产品成本。
41:38ENElevenLabs Hit $300 Million ARR by Building Voice Before Anyone Believed It Was the InterfacePresenta: Sarah Guo, Elad GilIn Poland, watching a foreign film is a special kind of pain: one narrator, every character, a flat delivery from start to finish.
57:37ENThe hot-swap era for models is over, OpenAI's enterprise product chief saysPresenta: Jacob EffronOlivier Godement on GPT-5.1, Codex, enterprise harnesses, and the three practices that actually make AI land inside large companies.
7:14ENAWS 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.
42:06ENAfter SWE-bench Hits 80.9%, Dianne Na Penn Reckons with Opus 4.5Presenta: 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.
7:49ENDeepSeek V3.2: Reasoning, Sparse Attention and Agent TrainingMatthew Berman · Forward FutureMatthew Berman examines DeepSeek’s December 2025 model release, its benchmark results and the techniques used to improve long-context efficiency and tool use.
50:08EN1Mind's AI Superhuman Now Sources 76% of the PipelinePresenta: Nathan LabenzAmanda Kahlow tells Zapier CEO Wade Foster why she tore up the sales org — and why a face on an agent is mostly a trick to get buyers talking.
48:14ENA New Drug Burns $2 Billion and 10 Years. Benchling's CEO Wants AI to Cut That to ThreePresenta: Sarah Guo, Elad GilMost medicines fail in years seven to ten, after hundreds of millions have already gone into the clinic—and Sajith Wickramasekara thinks sending things to space may already be easier.
27:19ENThe Turing Test Passed. Warp's CEO Says Nobody Seemed to CarePresenta: Sarah Guo, Elad GilZach Lloyd on distilling intelligence without consciousness, why a 40-year-old terminal is the front door for coding agents, and why senior engineers just got more expensive.
44:10ENOne 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.
2:32:18ENInside the Agentic Enterprise: Seven Conversations at Dreamforce 2025Matthew Berman, Nick Wentz, Claire Sparks, Silvio Savarese, Scott O'Neil, Marc Benioff, Paul Smith, Kris Rasmussen, Nancy Xu · Forward FutureAt Dreamforce, Matthew Berman and Nick Wentz speak with leaders from F1, Salesforce, LIV Golf, Anthropic and Figma about enterprise agents, creative tools and the human side of technology.
1:37:25ENFin Climbed From 35% to 65% Resolution. Intercom Says the Models Only Did a Few PointsPresenta: 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.
58:21ENAttacks Take 23 Minutes. Response Still Takes Days.Presenta: Sarah Guo, Elad GilPalo Alto Networks CEO Nikesh Arora on how AI is remaking search, enterprise software, and the timeline of a cyberattack.
15:54ENClaude 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.
59:43ENGoose is writing its own pull requests: how Block is trying to save a quarter of the weekCTO Dhanji Prasanna tells Sequoia how an open-source agent, a functional reorg, and a weekly hours-saved metric are turning Block into an AI-first company.
15:29ENBuilding a Multi-Agent Research Team with Strands AgentsMatthew Berman · Forward FutureMatthew Berman builds from a calculator agent to a multi-agent business-report demo, with examples of tools, model selection and orchestration.
42:12ENHire the AI First: Andrew Ng on Agentic Workflows and the Scarcity of JudgmentPresenta: Sarah Guo, Elad GilOn No Priors, Andrew Ng argues that agentic AI has made software cheap and fast, which moves the bottleneck to product judgment, error analysis, and the instinct to try an AI before adding headcount.
1:48:49EN$500, 2,000 Steps, and a Vending Machine: Grok 4 Profited, Claude Called the FBIPresenta: Nathan LabenzAndon Labs put frontier models in charge of simulated and real vending machines to see what breaks when nobody is in the loop.
1:55:50ENForward Future Live: GPT-5, AI Infrastructure, Evaluations and Coding AgentsMatthew Berman, Hiten Shah, Jordan Nanos, Tejal Patwardhan, Guy Gur-Ari · Forward FutureMatthew Berman and Hiten Shah speak with Jordan Nanos, Tejal Patwardhan and Guy Gur-Ari about the economics and measurement of AI in August 2025.
1:35:35ENAI Strategy, the Future of Work, and Building a Spreadsheet AgentMatthew Berman, Hiten Shah, Nico Christie · Forward FutureMatthew Berman speaks with Hiten Shah and Nico Christie about open models, changing work, and the engineering and evaluation of agents.
2:20:45ZH郑博元解读 Kimi K2 与智能体训练:数据、奖励和系统工程Invitado: 郑博元 · Presenta: 张小珺从合成轨迹和强化学习到浏览器环境与上下文工程,研究者比较 2025 年的几份技术报告。
37:37ENA dozen people, 28 minutes, and one shared desktopThe OpenAI trio behind ChatGPT Agent explain how Deep Research and Operator became a virtual computer that can reason for half an hour and still ask you before it spends money.
1:02:54ENEnterprise Coding Tools Flipped the 80/20. Reflection AI Built the Other HalfPresenta: Sarah Guo, Elad GilFormer Gemini reward-model lead Misha Laskin on Asimov, why comprehension beats generation, and why there is no such thing as generalization—only pulling the test distribution into train.
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