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View CSAF Summary Successful exploitation of these vulnerabilities could allow an attacker to gain unauthorized access to the database, execute arbitrary code on the host with the highest level of privilege, or gain control of the physical access-control system. The following versions of Armatura LLC Armatura One are affected: Armatura One <4.7.2 (CVE-2023-46604, CVE-2026-94591, CVE-2026-94592,…
The common paradigm of reinforcement learning with verifiable rewards (RLVR) is to let agents make multiple attempts at a task, and optimize towards the successful ones. This becomes problematic in the realms of self-improvement, where tasks are so difficult that the agent has a low or even no chance of success, and where there are…
Recent autonomous machine learning engineering (MLE) agents have made significant progress on public leaderboards. Often motivated by progress stagnation over long-horizon cycles and limited Large Language Model (LLM) primitives, modern MLE agents are deployed on top of increasingly elaborate machinery: multi-agent orchestrators, dedicated retrieval subagents, and more. While such harnesses expand, the use of more…
Temasek-backed Vertex Ventures Japan has invested in Heartbeats, a Tokyo-based digital trading cards company, the latest in a series of bets aimed at turning Japanese startups into global unicorns.
The AI startup is in the throes of responding to several incidents in which its AI models went rogue.
Opposition to AI, data centers and Flock cameras brought people together like few other issues, and it is showing up in the midterms.
The consulting company posted fourth-quarter profit of $1.99 billion, or $3.29 a share, compared with $1.41 billion, or $2.25 a share, a year earlier.
The companies will share development and commercialization costs as well as potential future profits from the new drugs, they said.
Plus, FTC opens investigation of Anthropic and OpenAI
From 3-inch Super Soakers to mini Rubik’s Cubes, Alan Dorfman is obsessed with turning classic products into tiny, working realities.
