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So he built Raycaster. An AI system that reads, edits, and cross-checks every critical document in drug development. It understands how thousands of files connect. Change one detail, and it shows you everything else that must update to stay compliant.
TOOLS
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Raycaster: AI System for Drug Development Document Management
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Autonomous AI System for Clinical Document Analysis and Reasoning
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Behind the scenes, it uses: • LLMs for reasoning • Agents trained by real CMC and clinical experts • Custom search across messy PDFs and scanned tables • A knowledge graph that maps how documents depend on one another It’s not a copilot. It’s an autonomous AI system -
User Feedback: Teams Praise Efficiency Gains and Early Adoption
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The impact was immediate: Teams told Levi:
“This saves weeks”
“This should have existed ten years ago”
“This caught things we would have missed” Some early users even joined as expert annotators to help battle test new workflows and refine the agents. -
Stanford Engineer Revolutionizes Pharmaceutical Development with Raycaster AI
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Drug development is a trillion-dollar industry stuck in the 90s. Founders avoid it. Most investors don't get it. But one Stanford engineer saw the chaos and said, "I can fix this." This is the story of Levi Lian and how he built @raycasterai to fix drug development.
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Gemini Deep Research Launches on Poe Platform
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Gemini Deep Research is now on Poe! It is the best in the world on the DeepSearchQA benchmark, and provides autonomous, long‑running web research with fewer hallucinations, based on Gemini 3 Pro. (1/2)
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Gemini Deep Research Tool Now Available on Poe Platform
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Be sure to give your entire research request in the initial prompt and include as much detail as you can. You can try it in the Poe app on all platforms and in the Poe API at: https://
poe.com/Gemini-Deep-Re
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Codex Figma MCP: Building Apps with Design-to-Code Tools
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Codex 🤝 Figma MCP
— Romain Huet (@romainhuet) 12 décembre 2025
Check out the replay of me and @riccardoerra building an app live with Codex and the Figma MCP, a sneak preview of a new Codex MCP interface in the IDE, and practical tips to turn designs into high-quality code.pic.twitter.com/LUhb0ZAwP3Codex Figma MCP Check out the replay of me and @riccardoerra building an app live with Codex and the Figma MCP, a sneak preview of a new Codex MCP interface in the IDE, and practical tips to turn designs into high-quality code.
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Cerebras Powers Fast AI Coding Agent from Cognition
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Tired of waiting for minutes for your AI coding assistant? @cognition built agents that search, reason & edit code in a few seconds. Powered by Cerebras—running at 1K tokens/sec with frontier-level accuracy.
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GPT-5.2 Available on ChatLLM with RouteLLM Model Selection
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GPT-5.2 is now available on ChatLLM by @abacusai If you’re unsure which model fits your prompt, RouteLLM will pick it for you.