ilan bigio
@ilanbigio
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rl research tooling @openai • delivered strawberries that one time
sf
Joined November 2017
"How would you build a biodefense tool?" I thought @velvetatom was asking hypothetically ...she was not. So excited to see Valthos finally out of stealth – the work is fascinating. I trust Tess & team deeply to push biodefense forward with the seriousness and technical rigor it
Valthos builds next-generation biodefense. Of all AI applications, biotechnology has the highest upside and most catastrophic downside. Heroes at the frontlines of biodefense are working every day to protect the world against the worst case. But the pace of biotech is against
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👀 Life update: Today I’m announcing Rehearsals! @RunRehearsals watches every user and tells you why people pay, why they leave and what exactly to build next. So why now? • Big companies are getting smaller and small teams are doing more. • Multimodal models (especially
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Today we’re introducing GDPval, a new evaluation that measures AI on real-world, economically valuable tasks. Evals ground progress in evidence instead of speculation and help track how AI improves at the kind of work that matters most. https://t.co/uKPPDldVNS
openai.com
We’re introducing GDPval, a new evaluation that measures model performance on economically valuable, real-world tasks across 44 occupations.
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agents are reshaping how we work, reason & operate. so, we're hosting a design eng fireside to discuss the future of agentic interfaces ft. @ilanbigio (openAI), @annarmonaco (paradigm), @liamfmatteson (browserbase), @silasalberti (cognition) & @JasonBud (cursor)
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Paradigm is the AI-native spreadsheet to eliminate menial work. Thousands of users have saved 10,000+ hours with Paradigm, and you can be next. Get your first month free today, then plans start at just $20/month.
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- https://t.co/A5wudwZVG8 - https://t.co/9XbGkwBoks - cookbooks: https://t.co/FjjMom4RYo (harmony, raw cot, fine-tuning, ollama, etc) HUGE kudos to the team, and especially @DKundel for creating so many of these himself. i will be buying you a beer
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along with the gpt-oss launch 🎉 we shared some quality resources i'm surprised aren't getting more attention: - playground: gpt-oss [dot] com (!) - harmony: how we tokenize chat, CoT, tool calls - raw CoT - fine-tuning - ollama ...and so many cookbooks. links to all below 👇
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So excited to be launching 4 features in the OpenAI API today: 1. Deep research with support for web_search and remote mcp (for your data that's not publicly accessible on the internet) 2. Web search in o3, o4-mini, and o3-pro — at a new reduced price of just $10/1K queries 3.
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a great way to understand each method is to ask: what is the model learning? SFT - learns a soft mapping DPO - learns a nuanced "delta" or direction in high-dimensional space RFT - learns to reason, figuring out the thought process necessary to accomplish a task
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you usually don't need fine-tuning. but when you're pushing the boundaries of performance and efficiency, you do 🧠 RFT - train reasoning models on SotA tasks ⚖️ DPO - a/b optimization, tone matching ⚡️ SFT - distillation, formatting, efficiency when fine-tune w/ @openai? 👇
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our next @openai build hour will cover a new RealtimeAgent feature for voice agents & improvements to our speech-to-speech model. as always, we'll be live building. tune in tuesday at 10am PT!
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thanks @stainlessapi for hosting the mcp panel last week! (and not booting me off for some warm takes) overheard: "down to earth", "spicy", "where's the bar" check out the full 1hr panel in the link below @RattrayAlex
@mc_anthropic
@shashankgoyal95
@TomHacohen
@danshipper
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How to set up a remote MCP server and connect it to ChatGPT deep research:
Workspace admins can also now build custom deep research connectors using Model Context Protocol (MCP) in beta. MCP lets you connect proprietary systems and other apps so your team can search, reason, and act on that knowledge alongside web results and pre-built connectors.
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We just released the OpenAI Agents SDK for TypeScript and with it comes native support for Realtime Agents both in the browser and on the server! Come and join my @aiDotEngineer workshop later today at 3:30pm to get your hands on the new SDK https://t.co/gQLIsAyopZ
ai.engineer
Nov 19-22, 2025: The AI Engineer Code Summit brings together the world's top Coding Agent builders, AI engineers, and leadership to share breakthroughs in AI Coding. Learn from founders and engineers...
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Nice slide from @ilanbigio from @OpenAI at @aiDotEngineer conference - Supervised Fine-tuning Give the model input-output examples and it learns to copy the pattern. Great for straightforward tasks like formatting or classification. - Direct Preference Optimization Show the
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🚀 It’s live! Our free 2-hour course AI engineering: Agents is out now. Build production-ready AI agents with tool-chains, memory, multi-agent orchestration & evals. Built with @OpenAIdevs, taught by @ilanbigio + @ash0ts. Start learning now ⤵️
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