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Google launches Gemini 4 Argon, its most advanced AI model yet

Google has unveiled Gemini 4 Argon, its most advanced AI model yet, pushing deeper into coding, cybersecurity, and professional work as the race for frontier AI shifts from chatbots to systems that can carry out long, multi-step jobs. Argon won’t […] The post Google launches Gemini 4 Argon, its most advanced AI model yet first…

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CISA Malcolm

View CSAF Summary The following versions of CISA Malcolm are affected: Malcolm CVSS Vendor Equipment Vulnerabilities v3 8.8 CISA CISA Malcolm Improper Neutralization of Input During Web Page Generation (‘Cross-site Scripting’), Improper Neutralization of Special Elements used in an OS Command (‘OS Command Injection’), Improper Limitation of a Pathname to a Restricted Directory (‘Path Traversal’),…

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RLTL;DR: Self-Improvement by Internalizing Self-Generated Feedback

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…

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