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News
10 Positions for Enterprise RAG That Mainstream Tutorials Get Wrong
3+ week, 26+ min ago (1470+ words) Enterprise Document Intelligence [Vol.1 #M3] – The ten positions the series argues from, and the map of every article that argues them This article is a manifesto of Enterprise Document Intelligence, a series that builds an enterprise RAG system from four bricks....
Bug Detection Blind Spots in AI Coding Harnesses (GStack and Beyond)
3+ week, 1+ day ago (1761+ words) 28 debugging experiments reveal that AI struggles less with complexity than with missing information. If you’ve watched a coding agent in action, you’ve probably noticed the default workflow: let the AI handle the routine bugs, but step in when the problem…...
Estimating from No Data: Deriving a Continuous Score from Categories
3+ week, 2+ day ago (938+ words) A walkthrough of and the maths behind using low-capacity networks to acquire fine-grained scoring when only categorical labelling is available for training To be able to illustrate the work, I developed a toy example, which is a non-linear but deterministic…...