✕ Clear all filters
4 articles

📰 Dev.to · Hashevolution

4 articles · Updated every 3 hours · View all reads

All Articles 101,318Blog Posts 115,486Tech Tutorials 25,636Research Papers 20,978News 15,891 ⚡ AI Lessons
Two Pre-Registered Benchmarks for Audit-Native RAG: RAB (EU AI Act 10/12/19) + LRB (Time-Travel Retrieval)
Dev.to · Hashevolution 2w ago
Two Pre-Registered Benchmarks for Audit-Native RAG: RAB (EU AI Act 10/12/19) + LRB (Time-Travel Retrieval)
I shipped two deterministic, pre-registered benchmarks with JAMES — a local-first Graph-RAG. RAB scores audit replayability against EU AI Act record-keeping art
Read article → + Playlist
Why output-stage PII masking is the wrong protective surface for data exfiltration in RAG
Dev.to · Hashevolution 1mo ago
Why output-stage PII masking is the wrong protective surface for data exfiltration in RAG
"The output filter runs after the LLM has already seen the confidential data. By then, three classes...
Read article → + Playlist
🔬 Direction 1 closure on JAMES — when the hypothesis fails but the data turns "7-tier monotonic natural-stop gradient"
Dev.to · Hashevolution 1mo ago
🔬 Direction 1 closure on JAMES — when the hypothesis fails but the data turns "7-tier monotonic natural-stop gradient"
G Two weeks ago I shipped core/reasoning/budget.py to test whether per-call dynamic token budgets...
Read article → + Playlist
Building a Mini Palantir: A Local Graph-RAG Engine with Ontology, Security, and Self-Evolution (Alpha)
Dev.to · Hashevolution 1mo ago
Building a Mini Palantir: A Local Graph-RAG Engine with Ontology, Security, and Self-Evolution (Alpha)
How I built PROJECT JAMES — a security-focused, locally-runnable Graph-RAG knowledge engine in Python, MIT-licensed. Inspired by Palantir's ontology approach, b
Read article → + Playlist