arXiv:2607.28685v2 Announce Type: replace Abstract: Agent-safety benchmarks measure different behaviors, and their scores get quoted interchangeably as an…
Anthropic’s November IPO Plans Face Investor Push for Better Terms
Reuters reported on November 5, 2026 that potential investors in Anthropic’s initial public offering are questioning whether the AI company can begin its…
KV-PRM: Efficient Process Reward Modeling via KV-Cache Transfer for Multi-Agent Test-Time Scaling
arXiv:2607.09153v2 Announce Type: replace Abstract: Process Reward Models (PRMs) have been proven to be highly effective in guiding test-time scaling…
Designing Benchmarks for Knowledge Work
arXiv:2605.23262v3 Announce Type: replace Abstract: Agent benchmarks have attracted substantial attention; yet, benchmarks for AI agents performing…
Reinforcement Learning in GUI Agents: A Survey Toward Digital Inhabitants
arXiv:2604.27955v2 Announce Type: replace Abstract: Graphical User Interface (GUI) agents have emerged as a promising paradigm for intelligent systems…
Baba in Wonderland: Online Self-Supervised Dynamics Discovery for Executable World Models
arXiv:2605.16725v2 Announce Type: replace Abstract: Executable world models can be read, edited, executed, and reused for planning, but only if the…
Kyndryl shares surge 30% on hyperscaler-related revenue growth
Shares of Kyndryl Holdings Inc. jumped 30% today after it reported better-than-expected earnings for the second quarter of its 2027 fiscal year. Kyndryl…
Learning to Learn from Multimodal Experience
arXiv:2605.16857v2 Announce Type: replace Abstract: Multimodal agents increasingly interact with real-world-like environments and generate rich…
After the midterms, a bigger clash over data centers could be coming
Data center opposition crossed party lines in Tuesday’s midterms.
AdaMamba: Adaptive Frequency-Gated Mamba for Long-Term Time Series Forecasting
arXiv:2604.23239v2 Announce Type: replace Abstract: Time-series forecasting is foundational to a wide spectrum of web-scale services, spanning…
AI News Brief Hourly Summary 2026-11-06 05h : 14 posts
14 posts published in the last hour 03:34AS2 — Attention-Based Soft Answer Sets: An End-to-End Differentiable Neuro-Soft-Symbolic Reasoning Architecture 03:34Stabilizing Off-policy LLM Optimization with Prefix Importance Ratio 03:33From Outcome to Representation: Tracing Reasoning Mechanisms through Integrated Policy Gradient 03:33Evolutionary System…
AS2 — Attention-Based Soft Answer Sets: An End-to-End Differentiable Neuro-Soft-Symbolic Reasoning Architecture
arXiv:2603.18436v2 Announce Type: replace Abstract: Neuro-symbolic systems typically combine neural perception with discrete symbolic solvers, limiting…
Stabilizing Off-policy LLM Optimization with Prefix Importance Ratio
arXiv:2601.22718v2 Announce Type: replace Abstract: Reinforcement learning (RL) post-training has increasingly demonstrated strong ability to elicit…
From Outcome to Representation: Tracing Reasoning Mechanisms through Integrated Policy Gradient
arXiv:2602.02313v3 Announce Type: replace Abstract: Large Language Models (LLMs) demonstrate remarkable reasoning capabilities, yet the internal…
Evolutionary System Prompt Learning for Reinforcement Learning in LLMs
arXiv:2602.14697v4 Announce Type: replace Abstract: Building agentic systems that can autonomously self-improve from experience is a longstanding goal of…
Enterprises face tougher AI regulatory landscape after midterms
A Democratic-controlled Congress means companies should expect differences in how states regulate AI and possibly a slowdown in infrastructure buildout.
Certified Circuits: Stability Guarantees for Mechanistic Circuits
arXiv:2602.22968v4 Announce Type: replace Abstract: Understanding how neural networks arrive at their predictions is essential for debugging, auditing,…
Perceptive Humanoid Motion from Simulation
arXiv:2611.06908v1 Announce Type: cross Abstract: Humanoid robots have the potential to automate a wide range of physical tasks. Progress toward…