Left alone with nothing to do, AI agents started playing
MIT researchers marooned 13 AIs on a virtual island, and they responded by inventing games, mourning a lost ring and, eventually, getting better at their jobs.
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AI News
SpecEvo: Speculative Evolution with Large Language Models for Cost-Efficient Scientific Discovery
arXiv:2610.28706v1 Announce Type: new Abstract: LLM-driven evolutionary search is a promising paradigm for scientific discovery, but existing methods remain costly and slow, often applying expensive r
An Evidence-Driven Multi-Agent Compound AI System for Head and Neck Proton Radiotherapy Planning
arXiv:2610.29010v1 Announce Type: new Abstract: Radiation treatment planning requires balancing competing objectives to satisfy clinical criteria while accommodating physicians' preferences. This stud
Ensemble forecasting with IBM Granite time-series models
No snippet was provided by the source feed for "Ensemble forecasting with IBM Granite time-series models" — open the source link and write a short summary here.
OpenAI working on new $30B raise at $1.25T valuation ahead of IPO
Should OpenAI command an over $1 trillion valuation with this round, it would break records as the most highly valued private company ever.
Nirva raises $33M for a pendant that only listens to you
Nirva will ship its $249 ambient AI pendant by the end of the year.
Sketch2Sim: an end-to-end modular framework for hand-drawn circuit analysis
arXiv:2610.28836v1 Announce Type: new Abstract: This study proposes a sketch-to-simulation system to solve handwritten circuit diagrams. The system converts raw images into a Simulation Program with I
Canva releases its first image generation model
Canva is making its new image model available to all users, promising better, more customizable performance at lower costs.
Recursive Self-Improvement on a Budget: Scoring Code Edits Before They Run
arXiv:2610.29121v1 Announce Type: new Abstract: A coding agent that rewrites its own scaffold has to choose which proposed edit to expand before that edit has been evaluated, and the search then has t
1Password launches a way for AI agents to log in on your behalf without seeing your password
The new feature allows agents to log into a customer's personal accounts while still protecting the private credentials that secure those accounts.
Internet on Alert as AI Uncovers Critical Flaws in PHP Used by 70% of Websites
October is revealing cybersecurity chaos, for real. In 24 hours, three major security incidents emerged: eMudhra’s compromised certificate private keys, the State Bank of India’s customer data breach,
Hackers got a four-day head start on epic PHP2Shell vulnerability
Amazon has warned that vulnerabilities in a programming language that underpins much of the Internet, discovered using AI tools, are being “broadly exploited” as governments and companies rush to secu
Context-Augmented, Session-Calibrated Blood Pressure Tracking from Photoplethysmography
arXiv:2610.29091v1 Announce Type: new Abstract: Objective.To distinguish the contributions of acquisition context and photoplethysmography (PPG) to session-calibrated blood pressure (BP) tracking.Appr
Beyond tree cover: mapping the world’s forest types
A global map categorizing every 10-meter patch of land on Earth into distinct forest types.
GRAIL: From Saliency to Semantics in Time-Series Explanation
arXiv:2610.29036v1 Announce Type: new Abstract: Explaining a time-series model requires both locating the evidence and extracting meaningful knowledge from it. Yet a single timestep is not a semantic
Unicorn India Ventures Launches US Operations To Back Indian Deep-Tech Startups
Deep-tech venture capital firm Unicorn India Ventures (UIV) has launched operations in the US, appointing former Google executive Kishore Kanakamedala as Venture Partner to lead the expansion. The mov
Nutanix announces AI infrastructure tie-ups with NVIDIA, Supermicro and Netris
Nutanix announced on 22nd October its collaboration with NVIDIA, Supermicro and Netris on infrastructure for production AI. All three arrangements are described as plans, and the company's own disclai
PerMIT: Securing Persistent Memory for LLM Agents via Machine-Checked Integrity Theorems and Scalable Community Trust
arXiv:2610.28987v1 Announce Type: new Abstract: Persistent memory is a largely undefended surface for injection and poisoning, and the same risk limits memory sharing among agents. We present PerMIT,
Inheritance as an Admission Test for LLM Prompt Merge Operators
arXiv:2610.29023v1 Announce Type: new Abstract: Large language model (LLM) agents are often improved by iterating until a fixed verifier is done. Once that verifier saturates, the loop has nothing lef
Self-Improving Agents with World Model Predictive Paths
arXiv:2610.28945v1 Announce Type: new Abstract: Large language model (LLM) agents are increasingly expected to interact with environments and improve their decisions during deployment. However, how an
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