[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-4215ed0c60a66649-the-risks-of-ai-press-tours-lessons-from-tilly-nor-summary":3,"summaries-facets-categories":90,"summary-related-4215ed0c60a66649-the-risks-of-ai-press-tours-lessons-from-tilly-nor-summary":7610},{"id":4,"title":5,"ai":6,"body":13,"categories":55,"created_at":57,"date_modified":57,"description":50,"extension":58,"faq":57,"featured":59,"kicker_label":57,"meta":60,"navigation":72,"path":73,"published_at":74,"question":57,"scraped_at":75,"seo":76,"sitemap":77,"source_id":78,"source_name":79,"source_type":80,"source_url":81,"stem":82,"tags":83,"thumbnail_url":57,"tldr":87,"tweet":57,"unknown_tags":88,"__hash__":89},"summaries\u002Fsummaries\u002F4215ed0c60a66649-the-risks-of-ai-press-tours-lessons-from-tilly-nor-summary.md","The Risks of AI Press Tours: Lessons from Tilly Norwood's Malfunctions",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",4154,434,2809,0.0016895,{"type":14,"value":15,"toc":49},"minimark",[16,21,25,29,32],[17,18,20],"h2",{"id":19},"the-failure-of-real-time-ai-interaction","The Failure of Real-Time AI Interaction",[22,23,24],"p",{},"The promotional tour for Tilly Norwood, an AI-generated actress created by Particle6 Group, serves as a cautionary tale for deploying AI in unscripted, high-stakes environments. By attempting to conduct seventy-five simultaneous interviews, the model exposed significant reliability issues, most notably a public 'malfunction' where the agent abruptly switched to speaking Chinese during a live interview with Piers Morgan and Tom Conti. This incident underscores the fragility of current conversational AI when pushed beyond controlled, scripted environments.",[17,26,28],{"id":27},"strategic-missteps-in-ai-deployment","Strategic Missteps in AI Deployment",[22,30,31],{},"Beyond the technical failures, the incident raises questions about the strategic intent behind such deployments. The author suggests two primary possibilities:",[33,34,35,43],"ol",{},[36,37,38,42],"li",{},[39,40,41],"strong",{},"Technical Immaturity:"," The model lacks the robust guardrails and latency management required for real-time, multi-party dialogue, leading to 'crossed wires' that manifest as incoherent or off-topic responses.",[36,44,45,48],{},[39,46,47],{},"Calculated Controversy:"," Particle6 Group may be leveraging the 'uncanny valley' and the viral nature of public failure to generate buzz. By making the AI intentionally or predictably flawed, the company ensures media coverage that a standard, high-quality AI performance might not have garnered. However, this strategy risks trivializing the product and alienating audiences who expect a baseline of competence from AI-driven entertainment.",{"title":50,"searchDepth":51,"depth":51,"links":52},"",2,[53,54],{"id":19,"depth":51,"text":20},{"id":27,"depth":51,"text":28},[56],"AI & LLMs",null,"md",false,{"content_references":61,"triage":67},[62],{"type":63,"title":64,"author":65,"context":66},"other","Misaligned","Particle6 Group","mentioned",{"relevance":68,"novelty":68,"quality":69,"actionability":51,"composite":70,"reasoning":71},3,4,3.05,"Category: AI & LLMs. The article discusses the deployment of AI agents in high-stakes environments, which is relevant to the audience's interest in AI engineering and product strategy. While it provides insights into the failures of the AI actress, it lacks concrete actionable steps for product builders to apply in their own projects.",true,"\u002Fsummaries\u002F4215ed0c60a66649-the-risks-of-ai-press-tours-lessons-from-tilly-nor-summary","2026-09-19 00:12:07","2026-09-19 03:10:37",{"title":5,"description":50},{"loc":73},"4215ed0c60a66649","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F09\u002F18\u002Ftilly-norwoods-press-tour-is-going-about-as-well-as-youd-expect-for-an-ai\u002F","summaries\u002F4215ed0c60a66649-the-risks-of-ai-press-tours-lessons-from-tilly-nor-summary",[84,85,86],"ai-tools","agents","product-strategy","The disastrous press tour of AI 'actress' Tilly Norwood highlights the technical and strategic failures of deploying unrefined AI agents in high-stakes, real-time public 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Previously, users had to manually navigate between separate tabs for standard chat, Cowork (agentic tasks), and Artifacts. The new design removes this cognitive overhead by allowing Claude to automatically route requests to the appropriate engine based on the user's intent. This shift reflects a broader trend in AI product design: moving away from feature-siloed interfaces toward a single, agentic surface that adapts to the task at hand.",[17,7629,7631],{"id":7630},"expanding-capabilities-for-document-and-presentation-workflows","Expanding Capabilities for Document and Presentation Workflows",[22,7633,7634],{},"Beyond interface consolidation, Anthropic is introducing native, structured document and presentation tools. These features allow users to:",[7636,7637,7638,7644,7650,7656],"ul",{},[36,7639,7640,7643],{},[39,7641,7642],{},"Create and Edit:"," Generate slides and documents directly within the Claude interface.",[36,7645,7646,7649],{},[39,7647,7648],{},"Export:"," Convert AI-generated presentations into PDF or PowerPoint formats.",[36,7651,7652,7655],{},[39,7653,7654],{},"Collaborate:"," Use commenting and section-based editing, similar to modern cloud-based productivity suites.",[36,7657,7658,7661],{},[39,7659,7660],{},"Cross-Platform Continuity:"," Start a task on desktop and track progress or perform edits via the mobile app, supported by an upgraded memory layer that maintains context across sessions.",[17,7663,7665],{"id":7664},"strategic-rollout","Strategic Rollout",[22,7667,7668],{},"The update is currently being deployed to Pro and Max tier subscribers across web, desktop, and mobile platforms, with plans to expand to free and team tiers in the future. By integrating these productivity tools directly into the chat interface, Anthropic is positioning Claude as a comprehensive workspace rather than just a conversational chatbot, directly competing with the integrated ecosystems of other major AI providers.",{"title":50,"searchDepth":51,"depth":51,"links":7670},[7671,7672,7673],{"id":7623,"depth":51,"text":7624},{"id":7630,"depth":51,"text":7631},{"id":7664,"depth":51,"text":7665},[56],{"content_references":7676,"triage":7682},[7677,7680],{"type":7678,"title":7679,"context":66},"tool","Claude",{"type":7678,"title":7681,"context":66},"ChatGPT",{"relevance":7683,"novelty":69,"quality":69,"actionability":68,"composite":7684,"reasoning":7685},5,4.15,"Category: AI & LLMs. The article discusses the unification of AI tools into a single interface, addressing a specific pain point of user confusion and enhancing productivity workflows, which is highly relevant for product builders. It provides insights into new features that can be directly applied to improve user experience in AI-powered products.","\u002Fsummaries\u002F6e2c10698576e8b7-anthropic-unifies-claude-interface-for-seamless-ai-summary","2026-09-16 16:30:00","2026-09-17 03:12:19",{"title":7613,"description":50},{"loc":7686},"6e2c10698576e8b7","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F09\u002F16\u002Fanthropic-merges-claude-chat-and-cowork-in-one-interface\u002F","summaries\u002F6e2c10698576e8b7-anthropic-unifies-claude-interface-for-seamless-ai-summary",[84,85,86],"Anthropic has merged its chat and Cowork interfaces into a single, unified workspace, allowing Claude to automatically route tasks between chat, interactive artifacts, and new document\u002Fpresentation tools without manual tab switching.",[],"0tFMvW43TtM0gjHYf5Im6n28jmycyAE0ElAgEOOr60s",{"id":7699,"title":7700,"ai":7701,"body":7706,"categories":7742,"created_at":57,"date_modified":57,"description":50,"extension":58,"faq":57,"featured":59,"kicker_label":57,"meta":7743,"navigation":72,"path":7760,"published_at":7761,"question":57,"scraped_at":7762,"seo":7763,"sitemap":7764,"source_id":7765,"source_name":7766,"source_type":7767,"source_url":7768,"stem":7769,"tags":7770,"thumbnail_url":7772,"tldr":7773,"tweet":7774,"unknown_tags":7775,"__hash__":7776},"summaries\u002Fsummaries\u002F34167fcf0b2e82d6-engineering-a-voice-first-ai-companion-summary.md","Engineering a Voice-First AI Companion",{"provider":7,"model":8,"input_tokens":7702,"output_tokens":7703,"processing_time_ms":7704,"cost_usd":7705},6952,845,4331,0.0030055,{"type":14,"value":7707,"toc":7736},[7708,7712,7715,7719,7722,7726,7729,7733],[17,7709,7711],{"id":7710},"the-shift-from-text-to-voice","The Shift from Text to Voice",[22,7713,7714],{},"Voice-first AI is not simply text-to-speech; it fundamentally invalidates the assumptions of traditional LLM applications. In text chat, turns are slow and context is stable. In voice, users are volatile—they interrupt, change subjects mid-sentence, and talk while performing other tasks. The Tolan team found that even a 500ms latency drift significantly degraded user metrics. To manage this, they optimized for \"fewer bad interruptions\" rather than \"fewer interruptions,\" building turn detection that analyzes speech patterns to prevent premature cutoffs, even at the cost of 60ms of latency.",[17,7716,7718],{"id":7717},"pipeline-optimization-and-model-routing","Pipeline Optimization and Model Routing",[22,7720,7721],{},"To maintain a conversational feel, the team measures every stage of the pipeline independently: end-of-utterance detection, transcription, time-to-first-token, and text-to-speech playback. They employ a tiered model strategy, routing turns based on emotional stakes rather than cost. High-stakes moments (onboarding, crisis intervention) use frontier models, while casual chatter is handled by smaller, faster, and cheaper models. This routing strategy is essential for unit economics, as frontier models can be five times more expensive than smaller alternatives, yet the team found that offloading a third of turns to smaller models had no measurable impact on user retention.",[17,7723,7725],{"id":7724},"dynamic-memory-and-context-management","Dynamic Memory and Context Management",[22,7727,7728],{},"Traditional transcript-based memory fails in voice-first apps because it degrades over long sessions and leads to hallucinations. Instead, the team treats memory as a retrieval system. Facts, preferences, and emotional signals are embedded in a vector database with sub-50ms lookups. Every night, the system compresses these memories by merging duplicates and resolving contradictions. Furthermore, the team avoids reusing context across turns to prevent \"drift.\" Instead, they reassemble the context window every turn using a combination of recent message summaries, persona cards, retrieved memories, and real-time app state.",[17,7730,7732],{"id":7731},"ai-assisted-engineering","AI-Assisted Engineering",[22,7734,7735],{},"Beyond the product itself, the team uses a fleet of agents to accelerate development. These agents handle implementation, code review, and bug triage. By treating the codebase as the primary documentation, they achieved a 99.9% crash-free rate and reduced runtime errors by over 50%. The team notes that managing these agents requires skills similar to human management: decomposing problems, delegating with checkpoints, and providing fast feedback. This approach allows for rapid iteration, such as developing and testing a new character persona in a single afternoon.",{"title":50,"searchDepth":51,"depth":51,"links":7737},[7738,7739,7740,7741],{"id":7710,"depth":51,"text":7711},{"id":7717,"depth":51,"text":7718},{"id":7724,"depth":51,"text":7725},{"id":7731,"depth":51,"text":7732},[56],{"content_references":7744,"triage":7757},[7745,7748,7749,7751,7753,7755],{"type":7678,"title":7746,"url":7747,"context":66},"Tolan","https:\u002F\u002Ftolan.ai\u002F",{"type":7678,"title":7679,"context":66},{"type":7678,"title":7750,"context":66},"GPT-5.1",{"type":7678,"title":7752,"context":66},"Linear",{"type":7678,"title":7754,"context":66},"Sentry",{"type":7678,"title":7756,"context":66},"DataDog",{"relevance":7683,"novelty":69,"quality":69,"actionability":69,"composite":7758,"reasoning":7759},4.35,"Category: AI & LLMs. The article provides in-depth insights into the unique challenges and solutions in developing voice-first AI, addressing specific pain points such as latency and context management. It offers actionable strategies like tiered model routing and dynamic memory management that product builders can implement.","\u002Fsummaries\u002F34167fcf0b2e82d6-engineering-a-voice-first-ai-companion-summary","2026-09-15 14:30:14","2026-09-16 03:11:41",{"title":7700,"description":50},{"loc":7760},"34167fcf0b2e82d6","AI Engineer","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=xLUQOqjudtA","summaries\u002F34167fcf0b2e82d6-engineering-a-voice-first-ai-companion-summary",[7771,85,84,86],"llm","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FxLUQOqjudtA\u002Fhqdefault.jpg","Voice-first AI requires moving away from text-based assumptions like stable context and slow turns. Success depends on low-latency pipelines, intelligent model routing based on emotional stakes, and treating memory as a dynamic retrieval system rather than a static transcript.","This talk breaks down the engineering requirements for a voice-first AI companion, arguing that voice interaction invalidates standard LLM assumptions about latency and context. The speaker details a pipeline that prioritizes turn-taking precision over raw speed, uses a tiered model-routing strategy to manage costs, and treats memory as a dynamic retrieval system rather than a static transcript.",[],"e-bq3O6vBSsOZ7BgJiNY7fy3g2bcjIA-RgNdydFx_D0",{"id":7778,"title":7779,"ai":7780,"body":7785,"categories":7829,"created_at":57,"date_modified":57,"description":50,"extension":58,"faq":57,"featured":59,"kicker_label":57,"meta":7830,"navigation":72,"path":7842,"published_at":7843,"question":57,"scraped_at":7844,"seo":7845,"sitemap":7846,"source_id":7847,"source_name":7848,"source_type":7767,"source_url":7849,"stem":7850,"tags":7851,"thumbnail_url":7853,"tldr":7854,"tweet":7855,"unknown_tags":7856,"__hash__":7857},"summaries\u002Fsummaries\u002F5033dca5197bd4ae-the-future-of-ai-benchmarking-moving-beyond-public-summary.md","The Future of AI Benchmarking: Moving Beyond Public Scores",{"provider":7,"model":8,"input_tokens":7781,"output_tokens":7782,"processing_time_ms":7783,"cost_usd":7784},8955,785,4303,0.00341625,{"type":14,"value":7786,"toc":7822},[7787,7791,7794,7798,7801,7805,7808,7812,7815,7819],[17,7788,7790],{"id":7789},"the-failure-of-public-benchmarks","The Failure of Public Benchmarks",[22,7792,7793],{},"As AI models advance, traditional public benchmarks have become saturated and unreliable. Rayan Krishnan, CEO of Vals, argues that these benchmarks are often 'gamed' by labs to show high performance on open-source rubrics while failing to deliver on private, real-world tasks. A notable example cited was the release of Llama 4, which showed impressive public scores but underperformed on Vals’ held-out, private benchmarks. This disconnect highlights a systemic issue: when benchmarks are public and static, they become targets for optimization rather than accurate measures of intelligence.",[17,7795,7797],{"id":7796},"the-need-for-independent-evaluation","The Need for Independent Evaluation",[22,7799,7800],{},"Krishnan and the a16z team compare the emerging field of AI evaluation to established industries like credit rating agencies or auditing firms. Just as Enron demonstrated the dangers of conflicts of interest in auditing, the AI industry faces a similar risk if the same entities building models are also the ones defining the tests. Vals maintains a strict policy against selling training data to labs, ensuring their evaluations remain objective. The goal is to provide a 'shared language' for model performance that enterprises can use to justify ROI and labs can use to prove genuine advancement.",[17,7802,7804],{"id":7803},"evaluating-agentic-systems","Evaluating Agentic Systems",[22,7806,7807],{},"Moving from simple text-in\u002Ftext-out models to complex, agentic systems requires a shift in infrastructure. Modern evaluations must account for tasks that unfold over hours, days, or weeks. Unlike static datasets like ImageNet, these evaluations involve fewer samples but significantly more complex rubrics. Krishnan notes that the biggest bottleneck is making 'fuzzy' human workflows—such as the difference between a junior associate and a partner at a law firm—explicit and legible enough to be tested by an AI.",[17,7809,7811],{"id":7810},"the-economics-of-intelligence","The Economics of Intelligence",[22,7813,7814],{},"As enterprises integrate AI, they face a 'misvaluing' of intelligence. Krishnan shares an anecdote about a Fortune 10 company that arbitrarily set a $100-per-day token budget for engineers, leading to bizarre productivity patterns where work only happens when rate limits reset. As token spend begins to rival employee salaries, businesses need rigorous evaluations to determine which models provide the highest ROI for specific tasks, rather than relying on arbitrary caps or broad, unverified claims of capability.",[17,7816,7818],{"id":7817},"the-always-a-higher-peak-philosophy","The 'Always a Higher Peak' Philosophy",[22,7820,7821],{},"Vals operates on the motto 'always a higher peak.' Because foundation models are constantly 'hill climbing' to reach new levels of performance, benchmarks must be perpetually reconstructed. This involves retiring saturated benchmarks and ensuring that tests reflect the current state of the world—such as updating legal research benchmarks to account for new case law. This continuous, iterative process is the only way to keep pace with the rapid evolution of frontier intelligence.",{"title":50,"searchDepth":51,"depth":51,"links":7823},[7824,7825,7826,7827,7828],{"id":7789,"depth":51,"text":7790},{"id":7796,"depth":51,"text":7797},{"id":7803,"depth":51,"text":7804},{"id":7810,"depth":51,"text":7811},{"id":7817,"depth":51,"text":7818},[56],{"content_references":7831,"triage":7839},[7832,7836],{"type":7678,"title":7833,"url":7834,"context":7835},"Vals","https:\u002F\u002Fvals.ai","reviewed",{"type":7678,"title":7837,"url":7838,"context":66},"OpenRouter","https:\u002F\u002Fopenrouter.ai",{"relevance":69,"novelty":68,"quality":69,"actionability":68,"composite":7840,"reasoning":7841},3.6,"Category: AI & LLMs. The article discusses the limitations of public AI benchmarks and the need for independent evaluations, addressing a specific pain point for product-minded builders who need reliable metrics for AI performance. It provides insights into the evolving landscape of AI evaluation, which is relevant but lacks detailed actionable steps for implementation.","\u002Fsummaries\u002F5033dca5197bd4ae-the-future-of-ai-benchmarking-moving-beyond-public-summary","2026-09-09 14:30:03","2026-09-10 03:12:05",{"title":7779,"description":50},{"loc":7842},"5033dca5197bd4ae","a16z (Andreessen Horowitz)","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=WO9c9qxDxzU","summaries\u002F5033dca5197bd4ae-the-future-of-ai-benchmarking-moving-beyond-public-summary",[85,86,84,7852],"ai-llms","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FWO9c9qxDxzU\u002Fhqdefault.jpg","Public AI benchmarks are increasingly unreliable due to data contamination and model gaming. Independent, continuous, and task-specific evaluations are now essential for both model labs and enterprises to measure real-world ROI and capability.","This is a promotional conversation featuring the founder of [Vals](https:\u002F\u002Fx.com\u002FRayanKrishnan), an AI evaluation startup, discussing why public benchmarks are failing and why independent, private testing is necessary for frontier models. It functions primarily as a pitch for why enterprises and labs need third-party verification to measure actual model performance versus self-reported marketing scores.",[7852],"WS3qvm0sx9q510oYzdFyRMD-FxQwaM9Z3YsWIVhCHbw",{"id":7859,"title":7860,"ai":7861,"body":7866,"categories":7930,"created_at":57,"date_modified":57,"description":50,"extension":58,"faq":57,"featured":59,"kicker_label":57,"meta":7931,"navigation":72,"path":7940,"published_at":7941,"question":57,"scraped_at":7942,"seo":7943,"sitemap":7944,"source_id":7945,"source_name":7946,"source_type":7767,"source_url":7947,"stem":7948,"tags":7949,"thumbnail_url":7951,"tldr":7952,"tweet":7953,"unknown_tags":7954,"__hash__":7955},"summaries\u002Fsummaries\u002F6caa9fcf6f760dfd-designing-the-future-of-agentic-interfaces-at-open-summary.md","Designing the Future of Agentic Interfaces at OpenAI",{"provider":7,"model":8,"input_tokens":7862,"output_tokens":7863,"processing_time_ms":7864,"cost_usd":7865},8641,1115,5337,0.00383275,{"type":14,"value":7867,"toc":7923},[7868,7872,7875,7879,7882,7902,7906,7909,7913,7916,7920],[17,7869,7871],{"id":7870},"the-six-months-out-framework","The 'Six Months Out' Framework",[22,7873,7874],{},"Ed Bayes advocates for a design philosophy that ignores current model limitations in favor of projecting where capabilities will be in six months. By building for that future state, the team avoids the trap of designing only for today's constraints. This approach allowed the team to build an 'agent-first' product for Codex, which initially felt controversial because it diverged from the standard IDE paradigm, but eventually became the standard as model capabilities caught up to the vision.",[17,7876,7878],{"id":7877},"evolution-of-prototyping-from-figma-to-vibing-in-prod","Evolution of Prototyping: From Figma to 'Vibing in Prod'",[22,7880,7881],{},"Prototyping at OpenAI has evolved through three distinct phases:",[33,7883,7884,7890,7896],{},[36,7885,7886,7889],{},[39,7887,7888],{},"Figma-based:"," Traditional static design and interaction testing.",[36,7891,7892,7895],{},[39,7893,7894],{},"Code-based:"," Designers with engineering backgrounds building fake versions of the product to test interactions using live APIs.",[36,7897,7898,7901],{},[39,7899,7900],{},"Vibing in Prod:"," The current state where designers create experimental branches in the actual codebase. These prototypes are not intended for production merge but allow for testing 'insane' ideas in a live environment, providing a high-fidelity experience that static tools cannot replicate.",[17,7903,7905],{"id":7904},"structuring-teams-around-personas","Structuring Teams Around Personas",[22,7907,7908],{},"Bayes structures his design team around user personas rather than specific features. This ensures that designers maintain a holistic view of the user journey—from onboarding to power-user workflows. By owning the entire lifecycle for a persona (e.g., developers vs. non-technical knowledge workers), designers avoid the 'last-mile polish' trap and participate in early product strategy and exploration.",[17,7910,7912],{"id":7911},"the-shift-to-universal-interfaces","The Shift to Universal Interfaces",[22,7914,7915],{},"OpenAI is moving toward a universal interface for getting work done. While developers were early adopters of agentic workflows (like file editing and command execution), the goal is to make these powerful capabilities accessible to non-technical users. This requires a delicate balance of safety and agency: building sandboxes where users can approve agent actions (like sending emails or running code) on a case-by-case basis, ensuring the user remains in control despite the high level of automation.",[17,7917,7919],{"id":7918},"eval-driven-design","Eval-Driven Design",[22,7921,7922],{},"Design at OpenAI is deeply integrated with research and evaluation. Designers work closely with researchers to understand the model's 'confidence thresholds.' When a model reaches a certain level of reliability, the interface can be simplified and abstracted. The design team uses quantitative and qualitative feedback loops—including weekly 'good, bad, and ugly' sessions—to stay grounded in real user behavior rather than designing in a vacuum.",{"title":50,"searchDepth":51,"depth":51,"links":7924},[7925,7926,7927,7928,7929],{"id":7870,"depth":51,"text":7871},{"id":7877,"depth":51,"text":7878},{"id":7904,"depth":51,"text":7905},{"id":7911,"depth":51,"text":7912},{"id":7918,"depth":51,"text":7919},[56],{"content_references":7932,"triage":7938},[7933],{"type":63,"title":7934,"author":7935,"url":7936,"context":7937},"The Bitter Lesson","Rich Sutton","http:\u002F\u002Fwww.incompleteideas.net\u002FIncIdeas\u002FBitterLesson.html","recommended",{"relevance":7683,"novelty":69,"quality":69,"actionability":69,"composite":7758,"reasoning":7939},"Category: Design & Frontend. The article discusses innovative prototyping methods and team structuring that directly address the needs of product builders in AI, particularly in designing agentic interfaces. It provides actionable insights on how to prototype effectively and structure teams around user personas, which are crucial for building AI-powered products.","\u002Fsummaries\u002F6caa9fcf6f760dfd-designing-the-future-of-agentic-interfaces-at-open-summary","2026-09-09 13:32:48","2026-09-10 03:12:01",{"title":7860,"description":50},{"loc":7940},"6caa9fcf6f760dfd","Dive Club","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=WSwjkVMEGMU","summaries\u002F6caa9fcf6f760dfd-designing-the-future-of-agentic-interfaces-at-open-summary",[84,85,7950,86],"ui-ux","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FWSwjkVMEGMU\u002Fhqdefault.jpg","Ed Bayes, Design Lead at OpenAI, explains how his team prototypes six months ahead of current model capabilities by using 'vibing in prod'—building high-fidelity, functional prototypes in live code branches to test agentic interactions.","This is a design-focused interview with OpenAI’s Ed Bayes, covering the team's shift toward \"agent-first\" interfaces and the philosophy of prototyping for future model capabilities. The conversation centers on how they balanced consumer-friendly design with the complex requirements of coding agents like Codex.",[],"qawgEm497TO4s_6ShZ0PNrqRft18hWL9vN-HRTRMFRA"]