sota-brief

Automate weekly SOTA research synthesis by aggregating and verifying developments across Legal AI, Manufacturing AI, VC/Investment, and Agentic Systems, ensuring 2+ independent sources for high confidence before generating a concise Markdown brief.

Generate validated AI trend briefs by evaluating recent developments in VC/Investment and Manufacturing AI, requiring 2+ independent sources per item to ensure high confidence and flagging low-confidence items for review.

Source triangulation for SOTA AI tracking works by cross-referencing 2+ independent sources for each development item, establishing high confidence for verified items while explicitly flagging low-confidence items lacking sufficient independent validation.

You can save AI research briefs directly to the workspace in Markdown format using the prescribed sota-YYYY-MM-DD.md naming convention, outputting a concise 2-4 KB brief following an exact template with the next week's date.

The SOTA brief generation process evaluates business relevance for agentic systems by clearly stating Florian's business relevance for each aggregated item before saving the final verified Markdown brief to the workspace.

Limitations of automated brief generation include strict recency thresholds requiring developments to be less than 7 days old, a hard requirement for 2+ independent sources per item, and a fixed 2-4 KB concise output size constraint.