difficulty until the agent only succeeds in a small number of attempts. Once you're happy with the task, and it scores.... Calibration requires patience. You're tuning the problem against batches of parallel runs of the agent, aiming for a pass rate...
, failure modes, hallucinations, and feedback loops. Familiarity with modern AI APIs (OpenAI, Anthropic, etc.) or how agent...
. Test the problem against the model in batches of parallel attempts, tuning the problem difficulty until the agent... tuning the problem against batches of parallel runs of the agent, aiming for a pass rate in the 10–30% band. Reaching...
, failure modes, hallucinations, and feedback loops. Familiarity with modern AI APIs (OpenAI, Anthropic, etc.) or how agent...
, failure modes, hallucinations, and feedback loops. Familiarity with modern AI APIs (OpenAI, Anthropic, etc.) or how agent...
, failure modes, hallucinations, and feedback loops. Familiarity with modern AI APIs (OpenAI, Anthropic, etc.) or how agent...
: Design and implement complex AI agents and multi-agent workflows using frameworks like LangChain or LangGraph. Backend...-party services to enhance agent capabilities. Agile Collaboration: Work closely with product owners, data scientists...
, policies, and guidance applicable to CDER and CBER Serve as US Agent or Regulatory Contact on behalf of sponsor clients in FDA..., pharma, or drug development 2+ years supporting cross-functional project teams US Agent or Regulatory Contact experience...
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