arXiv:2610.34921v1 Announce Type: new Abstract: Physical reasoning underpins how embodied systems understand and act in the physical world, yet…
C-SafeGen: Certified Safe LLM Generation with Claim-Based Streaming Guardrails
arXiv:2610.34961v1 Announce Type: new Abstract: Despite the remarkable capabilities of large language models (LLMs) across diverse applications, they…
Stop or Clarify? Experience-Conditioned Active Fact Verification
arXiv:2610.34941v1 Announce Type: new Abstract: Fact-verification benchmarks score the final label, while an interactive verifier must first decide…
Seam Cutter
Tool: Seam Cutter I built this weird and very specific cropping tool – it lets you create a horizontal or vertical cut across an image, then slide the two…
Decision Model Factory: Building Specialized Sovereign Decision Models
arXiv:2610.34956v1 Announce Type: new Abstract: Decision needs vary with each application, language, and deployment environment. The Decision Model…
When AI Enters the Hospital: What Changes for Doctors and Patients
In my previous column, I explored medical AI from a business perspective, focusing on the opportunities it creates for technology companies. But beyond…
Why Are LLMs Confidently Wrong? Correcting Overconfident Errors via Causal Head Intervention
arXiv:2610.34994v1 Announce Type: new Abstract: Modern large language models (LLMs) often exhibit overconfident errors, assigning high confidence to…
Meta AI director Rohit Patel leaves to take on Microsoft Office and Google Workspace
Rohit Patel is departing Meta after eight years working on AI evaluations and reinforcement learning, TechCrunch has exclusively learned. His startup,…
Apollo analysis shows no one besides the biggest tech giants is seeing benefits from AI
Despite all of the hype and the multiple millions of dollars invested in artificial intelligence, most of corporate America outside of its biggest…
ThinkBit: Search Codewords, Recalibrate Scales, Select by Reasoning
arXiv:2610.34886v1 Announce Type: new Abstract: Reasoning language models generate thousands of tokens per answer, and generation speed is limited by…
Anthropic Launches OSS Scanner, a Free AI Vulnerability Scanner
Anthropic has launched OSS Scanner, a free, opt-in vulnerability scanner for critical open-source projects. The Anthropic OSS Scanner runs the company’s…
Confident Science Papers Sway AI Judges – Regardless of Merit
Confidence is a distinct advantage in evolution – and, according to a new research paper from Germany, also an advantage when a scientific paper is…
The hottest AI wearables and gadgets you should know about
We compiled a list of all the hottest AI wearables, including Muse Charm, Bee, Friend, Plaud, and more.
DocTalk: Enhancing Medical Knowledge Retrieval via Fine-tuned Large Language Models with Chain-of-Thought Reasoning for Robust Clinical Decision Support
arXiv:2610.34871v1 Announce Type: new Abstract: Objective: The rapid advancement of large language models (LLMs) in healthcare has opened new…
Hugging Face Releases Carbon-X, a 14B Open DNA Language Model that Brings DNA and Natural Language Together for the First Time
Hugging Face released Carbon-X, an open 14.8B DNA language model built on Qwen3-14B. It reads raw DNA in chat, answers in English, and averages 66.7%…
AI delivers ‘zero financial payoff’ to most companies, Apollo economist says
“Despite massive investments and widespread hype around artificial intelligence, the technology has delivered zero financial payoff to corporate America…
ClinVerse: A Realistic Multi-Agent Diagnostic Environment for Training and Evaluating Medical Agents
arXiv:2610.34878v1 Announce Type: new Abstract: Disease diagnosis is a key application of large language model (LLM) agents in healthcare. However,…
Researchers from Stanford and UC Berkeley Introduce TokenGate: Token-Gated Attention Makes Long-Context Prefill Up to 11.3x Faster
Stanford and UC Berkeley researchers released TokenGate, a drop-in learned token pruning module for LLMs. It cuts long-context prefill time-to-first-token…