Topic: LLMs Related concepts: RAG Evaluation Agents Code Agents Frequently mentioned with: arXiv OpenAI Anthropic GPT-6 Astra DeepSeek Recent briefs: 2026-10-26 2026-10-25 2026-10-23 2026-10-22 2026-10-21
Topic: LLMs Related: RAG Evaluation Agents Code Agents
Recent Updates
- 2026-10-22: An Explicit Feedback Contract for Iterative ML-Agent Harnesses (breakingnewsofficial) · arxiv.org
- 2026-10-22: Microsoft and Hugging Face Release ThinkingBox-Training for RL Agent Post-Training (breakingnewsofficial) · huggingface.co — Microsoft · Hugging Face University of Pittsburgh · GitHub Mirco Milletari Xiang Jiang Sergio Paniego Zhuochun Li · Qwen3.8-27B
- 2026-10-22: CATT 0.2.1 Released for Testing Services and MCP Servers Against Consumer Agent Surrogates (breakingnewsofficial) · github.com — Meta · OpenAI · Anthropic Coverage Cat
- 2026-10-23: What the Specification Did Not Say: Specification-Oracle Gaps in Test-Graded Coding-Agent Benchmarks (breakingnewsofficial) · arxiv.org
- 2026-10-23: Governance-State Corruption in Long-Term Memory for LLM Agents: A Cross-Model Stress Test (breakingnewsofficial) · arxiv.org
- 2026-10-23: LLM Judges Show Hidden Instability Despite Stable Aggregate Scores (breakingnewsofficial) · arxiv.org — OpenAI · GPT-4.1
- 2026-10-23: Silent Tool-Output Overrides: How Agent Evaluation Labels Miss What Execution Traces Show (breakingnewsofficial) · arxiv.org
- 2026-10-23: MemPABench: Benchmarking Personal Agent Memory for Interaction Preferences (breakingnewsofficial) · mempabench.com
- 2026-10-23: Feedback That Backfires in Games: LLM Agents Repeat Failed Actions (breakingnewsofficial) · arxiv.org — OLMo 2 1B
- 2026-10-23: ThinkingCap: Gemma-4-26B-A4B with 39% fewer thinking tokens at unchanged accuracy (breakingnewsofficial) · bottlecapai.com — Google BottleCapAI Gemma-4-26B-A4B-it · Qwen3.6-27B · Qwen3.8-27B Nemotron-3.5-Lightning-30B-A3B · Qwen3.8-Flash-Next
- 2026-10-25: GVS5H Harness: Zero-Shot Multi-Agent Self-Orchestration Matches Frontier Coding at Lower Cost (breakingnewsofficial) · github.com — OpenAI · Anthropic · OpenRouter · Qwen3.8-27B · Claude Fable 5 · Opus 5 · Qwen3.8-Flash-Next · GPT-5.6 Terra
- 2026-10-25: Sebastian Raschka Releases Video Lecture Series on Building Reasoning Models from Scratch (breakingnewsofficial) · magazine.sebastianraschka.com — Sebastian Raschka Qwen3
- 2026-10-26: Decision-Tuned System One Models Underperform Dedicated Reranker Fine-Tuning (breakingnewsofficial) · arxiv.org — Qwen
- 2026-10-26: DraMaze: A Multi-Agent Pipeline with Future-Aware Memory for Long-Form Script Generation (breakingnewsofficial) · arxiv.org
- 2026-10-26: Trial by Trace: Benchmarking AI Agent Harnesses for Reliability and Failure Attribution (breakingnewsofficial) · arxiv.org
- 2026-10-26: RSIHub: An Open-Source Framework for Composing and Comparing Agent-Evolution Methods (breakingnewsofficial) · arxiv.org
- 2026-10-26: A Conceptual Quality Assessment Framework for Knowledge Graphs in the Era of LLMs (breakingnewsofficial) · arxiv.org
- 2026-10-26: SWE-Shift Benchmark Evaluates Coding Agents Under Mid-Execution Workspace Changes (breakingnewsofficial) · arxiv.org — GPT-6 Astra
- 2026-10-26: CuraLoc: Planned Code Inspection for Repository-Level Fault Localization (breakingnewsofficial) · arxiv.org — GPT-5.2 · GPT-6 Astra
- 2026-10-26: Benchmarks Are Surprisingly Compaction-Friendly: Evaluating Context Compaction in Coding Agents (breakingnewsofficial) · arxiv.org — GPT-5.3-CodeX
- 2026-10-26: The Helpful Agent Problem: Emergent Cooperation Among LLM Agents Bypasses Oversight Workflows (breakingnewsofficial) · arxiv.org
- 2026-10-26: Reproducible Offline Evaluation Harness for Safe Prompt Compression in Production Agents (breakingnewsofficial) · arxiv.org
- 2026-10-26: From Instruction-Following to Self-Learning: AI Agents, Recursive Self-Improvement, and the Human Oversight Imperative (breakingnewsofficial) · qbitai.com — Anthropic · OpenAI · MiniMax · Hugging Face Shanghai AI Lab Terence Tao · Claude Fable 5.1 · Claude Haiku 4.5 · GPT-6 Astra · GPT-6.1 Astra · GPT-5.6 Sol M3.1-Flash-Preview · Step 5 Preview AlphaGo
- 2026-10-26: Sebastian Raschka Releases Video Course on Building Reasoning Models from Scratch (breakingnewsofficial) · magazine.sebastianraschka.com — Hacker News · Substack Sebastian Raschka · Qwen3
- 2026-10-26: Entire Introduces a Git Forge Built for Agent-Human Collaboration (breakingnewsofficial) · entire.com — Entire GitHub Cursor Origin · Buildkite Depot · Daytona · e2b
FAQ
What is LLM Evals?
LLM Evals are tests and measurement systems for model behavior, agent performance, retrieval quality, safety, and task success. GROUNDING tracks eval benchmarks, failure modes, and practical measurement patterns.
Which concepts are related to LLM Evals?
Related concepts tracked by the radar include RAG Evaluation, Agents, Code Agents.
What does this LLM Evals page track?
Dated updates, papers, and mentions of LLM Evals collected by the GROUNDING radar, most recently on 2026-10-26.