📦 open sourceReal Shift
Wednesday, July 15, 2026
ANALYZE AND CUSTOMIZE LLM INTERNAL REPRESENTATIONS WITH J-WASH FRAMEWORK
J-Wash offers deep control over LLM internal behavior and analysis.
4/5
now
{"LLM researchers","AI safety teams","advanced ML engineers"}
â—† What Changed
Black-box LLM internals → Transparent, customizable LLM representations.
â—‡ Why It Matters
Researchers/devs gain unprecedented insight and control over LLMs.
🛠Builder Opportunity
Build tools for fine-grained LLM behavior steering and debugging.
âš¡ Next Step
→ Use J-Wash to analyze activation patterns for bias detection.
📎 Sources