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1.OpenAI's GPT-5.6 Sol autonomously post-trained the smaller Luna model with a "fairly underspecified prompt"
74 pts·The Decoder··release
2.GPT-5.6 Sol Ultra produces proof of the Cycle Double Cover Conjecture [pdf]
50 pts·cdn.openai.com··release
3.Is Grok 4.5 Really More Token Efficient Than Claude Opus 4.8? I Checked the Numbers
68 pts·Towards AI··release
4.OpenAI staffer maps out which of GPT-5.6 Sol's five reasoning levels fits which task complexity
88 pts·The Decoder··release
5.OpenAI kills its Atlas browser after just eight months and folds everything into ChatGPT
38 pts·The Decoder··tools
6.RetailBench: Evaluating Long-Horizon Autonomous Decision-Making and Strategy Stability of LLM Agents in Realistic Retail Environments
89 pts·arXiv cs.AI··research
7.InvestPhilBench: A Multi-Layer Benchmark for Evaluating Large Language Model Procedural Reasoning in Expert Investment Philosophy
52 pts·arXiv cs.AI··research
8.When LLMs Agree, Are They Right? Auditing Self-Consistency and Cross-Model Agreement as Confidence Signals
66 pts·arXiv cs.AI··research
9.ReCoLoRA: Spectrum-Aware Recursive Consolidation for Continual LLM Fine-Tuning
64 pts·arXiv cs.AI··research
10.What LLM Forecasters Know but Don't Say: Probing Internal Representations for Calibration and Faithfulness
47 pts·arXiv cs.AI··research
11.Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework
65 pts·arXiv cs.AI··research
12.Self-EvolveRec: Self-Evolving Recommender Systems with LLM-based Directional Feedback
61 pts·arXiv cs.AI··research
13.Two Axes of LLM Abstention: Answer Correctness and Question Answerability
67 pts·arXiv cs.AI··research
14.Reaction-network reasoning with frontier models for experimentally confirmed catalyst-selectivity hypotheses
36 pts·arXiv cs.AI··research
15.Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning
65 pts·arXiv cs.AI··research
16.VectorizationLLM: Smart Vectorization Based AI Assistant
76 pts·arXiv cs.AI··research
17.From Prompts to Contracts: Harness Engineering for Auditable Enterprise LLM Agents
33 pts·arXiv cs.AI··research
18.Playing ZendoWorld: Challenging AI Agents on Active Visual Concept Induction
51 pts·arXiv cs.AI··research
19.Towards Precision Therapy in Hepatocellular Carcinoma: A Clinical-Reasoning LLM for Risk Stratification and Treatment Guidance
69 pts·arXiv cs.AI··research
20.Workflow as Knowledge: Semantic Persistence for LLM-Mediated Workflows
83 pts·arXiv cs.AI··research
21.Mechanistic Interpretability of LLM Jailbreaks via Internal Attribution Graphs
37 pts·arXiv cs.AI··research
22.When Implausible Tokens Get Reinforced: Tail-Aware Credit Calibration for LLM Reinforcement Learning
81 pts·arXiv cs.AI··research
23.Who Broke the System? Failure Localization in LLM-Based Multi-Agent Systems
78 pts·arXiv cs.AI··research
24.Who Analyses the Analyser? Self-Validating LLM Hazard Analysis with Constitutional Meta-STPA
72 pts·arXiv cs.AI··research
25.ICDAR 2026 HIPE-OCRepair Competition on LLM-Assisted OCR Post-Correction for Historical Documents
83 pts·arXiv cs.AI··research
26.Open-ended Multi-agent Autocurricula via Visual Inspection of Policies with Multi-modal LLMs
45 pts·arXiv cs.AI··research
27.TRACE: A Two-Channel Robust Attribution Watermark via Complementary Embeddings for LLM-Agent Trajectories
63 pts·arXiv cs.AI··research
28.When the Judge Changes, So Does the Measurement: Auditing LLM-as-Judge Reliability
88 pts·arXiv cs.AI··research
29.Validity of LLMs as data annotators: AMALIA on authority
74 pts·arXiv cs.AI··research
30.IFAR: Multi-Perspective and Multi-Level Causal Discovery with LLMs
68 pts·arXiv cs.AI··research
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