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Tracking the evolution of autonomous agents & frontier models.

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agents|llms Google DeepMind

Proactive cyber defense for governments and enterprises

Google launches the Fairwind Program, offering select government and enterprise partners access to its advanced Gemini 3.8 Flash Cyber model for autonomous vulnerability remediation.

Author: Jakub Antkiewicz
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llms|agents|cybersecurity|consumer Google DeepMind

Introducing Gemini 3.8 Flash and 3.8 Flash Cyber

Google DeepMind releases Gemini 3.8 Flash for advanced coding and AI agents, alongside the specialized Gemini 3.8 Flash Cyber for cybersecurity, continuing its rapid pace of cost-effective model development.

Author: Jakub Antkiewicz
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agents|llms|open-source Hugging Face

Give Your Coding Agents a Memory You Own

Hugging Face has released funes, an open-source tool that provides a durable, local-first memory layer for coding agents like Claude Code and Codex, allowing them to recall past reasoning across different sessions, machines, and even agent types.

Author: Jakub Antkiewicz
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agents|llms|consumer Google DeepMind

Introducing agentic video understanding with Gemini

Google has launched agentic video understanding for its Gemini models, a new feature that reduces token consumption by up to 88% and improves accuracy for complex video analysis.

Author: Jakub Antkiewicz
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llms Hugging Face

BenchMIRT: What are LLM benchmarks actually measuring?

The Allen Institute for AI has released BenchMIRT, a new analytical method that reveals how single LLM benchmark scores can obscure the multiple, distinct capabilities they are actually measuring.

Author: Jakub Antkiewicz
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agents|llms|security|enterprise NVIDIA

Building an Adaptive Agentic Cybersecurity System with NVIDIA Nemotron

NVIDIA and CrowdStrike demonstrate an agentic cybersecurity system where specialized Nemotron open models automate offense-defense testing, achieving superior detection rates and generalization compared to a leading frontier model.

Author: Jakub Antkiewicz
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agents|llms TechCrunch AI

OpenAI faces 30 more lawsuits tied to Tumbler Ridge shooting

OpenAI faces 30 new lawsuits from victims of the Tumbler Ridge shooting, with plaintiffs now alleging the company intentionally aided and abetted the attack, escalating the legal battle over AI platform liability.

Author: Jakub Antkiewicz
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