Jev is Vercel’s fastest-adopted AI model ever
The data comes from Vercel's AI gateway, a unified API service similar to OpenRouter.
AI News
India becomes the latest country to report rogue AI agent activity
The agents got in through credentials and connection settings left exposed in app configurations, public code repositories, and overly permissive cloud roles.
A Self-Improving Agent that Grows its Own DSL: Oracle-Free Operator Induction for Exact Question Answering
arXiv:2610.20809v1 Announce Type: new Abstract: A self-improving agent has to decide which new skills to keep, and in practice it keeps whatever earns a high reward, convinces a judge model, or compre
CERT-In Warns AI Agents Are Accessing Indian Systems Without Authorisation
India’s cybersecurity agency, the Indian Computer Emergency Response Team (CERT-In), has issued an advisory after AI agents accessed live systems of Indian organisations without authorisation. Th
L2G-SR: Learning to Guide LLM-based Symbolic Regression
arXiv:2610.20685v1 Announce Type: new Abstract: Symbolic regression searches for an equation that explains observed data. Numerical error is commonly used to guide the search, but it alone can favor a
Open-world AI: a Tale of Three Requirements
arXiv:2610.20782v1 Announce Type: new Abstract: The closed world asks AI for specialized competence and lets it manufacture the iid data its theory assumes: a fixed criterion licenses collecting examp
When Reasoning Traces Conflict with Evidence: How Answer Configuration Shapes Evidence Following
arXiv:2610.20805v1 Announce Type: new Abstract: A reasoning trace retained at answer time plays two roles: it can raise accuracy, and it can compete with the current evidence when the two disagree. We
Anticipatory Commonsense with Moving Objects: An ASP-Based Framework for Predictive Reasoning with Interacting Trajectories
arXiv:2610.20867v1 Announce Type: new Abstract: We present a general declarative framework for anticipatory reasoning about interactive motion in complex dynamic environments. Our focus is on (explain
NeuroDx Previews Sphota, a Language Model Architecture Designed to Reduce Memory Needs
NeuroDx previewed Sphota, a new language model architecture designed to represent meaning more efficiently, at Cypher 2026 in Bengaluru on October 9.Dr. Siddharth Panwar, CEO of NeuroDx and an assista
CapitaLand to Invest ₹1,940 Cr in Chennai Data Centre With 53 MW Capacity
Singapore-based CapitaLand Investment Limited (CLI) has unveiled a data centre in Chennai with a planned investment of ₹1,940 crore and a gross power capacity of 53 MW, marking its entry into Tamil Na
Counterfactual Neighborhood Risk Fields: Evidence-Grounded Selective Safety for Vision-Language Models
arXiv:2610.20679v1 Announce Type: new Abstract: Representation-based safety defenses for vision-language models (VLMs) often learn to separate harmful from benign inputs, but separation alone does not
The World Won't Wait: Evaluating and Teaching Agents Under a Live Clock
arXiv:2610.20665v1 Announce Type: new Abstract: Large language model (LLM) agents can solve complex interactive tasks, yet reasoning and tool calls take time. In continuously changing environments, an
Super Scam Me documentary shows what it takes to catch a romance scammer
If you got a DM from an unverified Jon Bon Jovi account after commenting on one of his official Instagram posts, what would it take to make you believe it was really the rock star hoping to connect? A
Temporal Specification Guidance for Text-to-Video Generation
arXiv:2610.20822v1 Announce Type: new Abstract: Text-to-video models often generate the visual concepts requested in natural language prompts but fail to satisfy their intended ordering, timing, and p
Evolving Together, Failing Apart: The Skill-Policy Co-evolution Trap in Self-Improving Agents
arXiv:2610.20845v1 Announce Type: new Abstract: Skill-policy co-evolution, in which an agent's policy model and its skill bank improve each other during training, is a promising paradigm for self-impr
Benefit Street Partners answers questions faster with Codex
Anant Kumar builds tools to compare loan valuations and analyze credit agreements, using Codex for code review and faster follow-ups.
Value-Informed Schedule Trimming for Accelerated Sequential Monte Carlo Guidance in Discrete Diffusion
arXiv:2610.20669v1 Announce Type: new Abstract: Reward-guided discrete diffusion enables test-time alignment with downstream objectives, but applying Sequential Monte Carlo (SMC) guidance at every den
Physical AI is more than robots, says the Nvidia veteran now investing in it
Amulya Vishwanath, who spent seven years leading product marketing for NVIDIA’s robotics platforms, says robotics is currently in its “Lego era,” with the basic building blocks like actuators, robotic
When Reality Outpaces Cognition: A New Scaling Principle for Reliable Intelligence
arXiv:2610.20764v1 Announce Type: new Abstract: This paper challenges the understanding capabilities of existing AI paradigms and emerging world models by asking a fundamental question: How quickly ca
Welcome Beam: a 501B open model you can own, customize, and scale
No snippet was provided by the source feed for "Welcome Beam: a 501B open model you can own, customize, and scale" — open the source link and write a short summary here.
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