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What happened? With versions 3.0.9 all available data points stay on false state. What did you expect to happen? No response How to reproduce it (minimal and precise) Update 3.0.9 to 3.2.2 Adapter ...
problem

Most agentic RAG benchmarks evaluate only the final answer, providing no training signal for intermediate retrieval decisions — a fundamental obstacle to RL-based improvements. Methods like Search-o1 and ...
reinforcement-learning
research
reward-design

Someone reported anonymously: Website URL https://www.guildwars3.com What browser are u using? Chrome 149.0.0.0 Version 1.1.9 Issue type General Notes
Anonymous request
V1.1.9
Website request

Spec Reference Source: specs/fleet-usage-monitor.md Sections: §2.2, §3, §4.3, §4.6, §8 step 2 What to Build Implement claude-config/scripts/usage_collector_codex.py — the Codex/ChatGPT session reader. ...
build-slice
fleet-usage-monitor
from-spec
P1
tests

Empirical findings show that for problems fitting within a model s context window, long-context approaches (1M-token models) outperform both naive RAG and agentic RAG by 4–11%, but agentic RAG wins on ...
long-context
research
scaling

Delegated by OrbitOS for the Claude Code worker. Task AUTONOMOUS MISSION TICK — delegated by OrbitOS (Mat is away). Autonomous mission tick (Mat is AWAY and is NOT to be involved — do the work, don ...
orbitos-task

You are a Principal Software Engineer, QA Lead, Security Auditor, DevOps Engineer, Performance Engineer, and Ecommerce Domain Expert. Your mission is to perform a COMPLETE END-TO-END AUDIT of the entire ...

Recent work (arXiv:2601.12499) identifies that multi-hop QA failures concentrate at the weakest link in a reasoning chain — a single missed retrieval step or poor sub-question decomposition propagates ...
failure-attribution
multi-hop
research

side-task: yes return-to: #37 parent: #36 mainline: GE Depends-On: #36 Task: GE-036A — Hygienic audit and cleanup of local-only documentation (remove non-GovEngine-like tracking docs from remote) Context: ...
area:docs
gate:ci
phase:build
risk:low
role:worker
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ProTip! Restrict your search to the title by using the in:title qualifier.