Microsoft is preparing a Copilot Flight Log experience as well (besides OpenAI and Anthropic) to wrap your AI interactions from 2025. – The rollout of GPT-5.2 seems to be close too. – Smart Mode will be renamed to Smart Plus instead.
HEALTHCARE AI
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Speed Challenge: Biotech Document Analysis Requires High-Performance Inference
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But there was a brutal roadblock: speed. Raycaster often needed to analyze thousands of hundred-page documents at once. If the system lagged, the entire experience fell apart.
Normal inference could not keep up with real biotech workloads. -
Raycaster accelerates biotech drug development with AI-native solutions
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Today, Raycaster helps biotechs move faster than industry norms and avoid the silent mistakes that delay lifesaving drugs. And it’s only the beginning of what AI-native drug development will look like. -
Raycaster: AI System for Drug Development Document Management
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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. -
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 -
Drug Discovery Advances While Development Remains Stuck in Time
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As he got older he noticed something unsettling. Drug *discovery* had leapt forward. Drug *development*, along with the documentation, compliance, and operational backbone stayed frozen in time. The world had built LLMs and self driving cars, yet biotech was still drowning -
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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GPT-5.2 ranks second in web dev arena
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GPT-5.2 lands second on Web dev arena, following Claude Opus 4.5. This whole landscape completely changed during the last several weeks!
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GPT-5.2 Rollout and SOTA Performance
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BREAKING : GPT-5.2 Instant, Thinking, and Pro are rolling out on ChatGPT. Free and Go users will receive it a bit later. Also, GPT-5.2 Pro (High) is SOTA for ARC-AGI-2, scoring 54.2% for $15.72/task! Big at coding and math
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Rerank 4 Outperforms Models for Enterprise Search Tasks
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Rerank 4 outperforms other models for enterprise use cases across key domains, including finance, healthcare, and manufacturing search tasks.