All tags
Model: "gemini-3-flash-high"
OpenEvidence, the ‘ChatGPT for doctors,’ raises $250m at $12B valuation, 12x from $1b last Feb
claude claude-3 claude-opus gpt-5.2 gemini-3-flash-high openevidence anthropic podium openai google gemini agentic-ai model-alignment performance-evaluation memory-optimization long-context benchmarking multi-agent-systems reinforcement-learning daniel_nadler amanda_askell eric_rea tom_loverro garry_tan omarsar0 brendanfoody deredleritt3r
OpenEvidence raised $12 billion, a 12x increase from last year, with usage by 40% of U.S. physicians and over $100 million in annual revenue. Anthropic released a new Claude model constitution under CC0 1.0, framing it as a living document for alignment and training. Podium reported over $100 million ARR from 10,000+ AI agents, shifting from software sales to AI operators. Innovations in agent memory and reliability include the Agent Cognitive Compressor (ACC) and multi-agent scientific workflows via MCP-SIM. Agentic benchmarking shows challenges in long-horizon tasks with models like Gemini 3 Flash High, GPT-5.2 High, and Claude Opus 4.5 High scoring modestly on professional services and legal research benchmarks.