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Track important developments across AI models, agents, research, business, hardware, robotics, regulation, safety and security — with source attribution and links to the original reporting.

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Important AI developments right now.

⌁Security
MIT News · Artificial Intelligence

MIT-led team receives funding to develop next-generation alternatives to modern weed killers

With up to $53 million from ARPA-H, the researchers will use AI to generate safer herbicides that reduce dependence on imports and improve the security of the U.S. food supply.

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⌁Security
OpenAI News

Cogent and OpenAI build cyber defense factories for enterprises

Cogent combines OpenAI models with enterprise context to help automatically remediate vulnerabilities with agents.

OpenAI
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⌁Security
arXiv · Artificial Intelligence

The Case for AI-Enabled Gate Monitoring as Farm Security in the UK: A PRISMA-Guided Review of the Evidence on Rural Crime, Livestock Predation and Farm Access

arXiv:2611.13933v1 Announce Type: cross Abstract: Farm security in the UK rests on thinner evidence than its cost suggests. We ran a PRISMA guided review: twelve searches of Web of Science and Scopus…

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⌁Security
TechCrunch AITechnology publication

The unfolding Jensen Huang scandal: a timeline

The affair could have ramifications for national security as the U.S. and China race to develop the most advanced AI infrastructure.

⌁Security
arXiv · Artificial IntelligenceAcademic research

The Case for AI-Enabled Gate Monitoring as Farm Security in the UK: A PRISMA-Guided Review of the Evidence on Rural Crime, Livestock Predation and Farm Access

arXiv:2611.13933v1 Announce Type: cross Abstract: Farm security in the UK rests on thinner evidence than its cost suggests. We ran a PRISMA guided review: twelve searches of Web of Science and Scopus…

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⌁Security
TechCrunch AITechnology publication

Nvidia CEO Jensen Huang’s affair with alleged Chinese spy: a timeline

The affair could have ramifications for national security as the U.S. and China race to develop the most advanced AI infrastructure.

NVIDIA
⌁Security
The DecoderAI publication

Eight countries and top AI labs agree to shutdown mechanisms in new Paris declaration

Eight countries along with representatives from OpenAI, Anthropic, Microsoft, and Mistral AI have signed the "Paris Call for AI Safety and Security" at Emmanuel Macron's initiative. The companies commit to shutdown mechanisms,…

OpenAIAnthropicMicrosoft
⌁Security
TechCrunch AITechnology publication

Ring, known for its doorbell cameras, launches a home security drone and an enterprise security robot

Amazon-owned Ring is pushing into robotics with the launch of a home security drone and a rolling robot designed to patrol and protect businesses.

⌁Open-Source AI
TechCrunch AITechnology publication

Cyberattacks threaten to make open source AI a little less open, Hugging Face exec warns 

Hugging Face executive Irene Solaiman warns that growing cyberattacks on open AI platforms could force tighter security restrictions, threatening the accessibility that makes open source communities valuable to developers worldwide.

Hugging Face
⌁Security
MIT News · Artificial IntelligenceAcademic research

MIT-led team receives funding to develop next-generation alternatives to modern weed killers

With up to $53 million from ARPA-H, the researchers will use AI to generate safer herbicides that reduce dependence on imports and improve the security of the U.S. food supply.

⌁Large Language Models
arXiv · Artificial IntelligenceAcademic research

META-IR: Meta-Introspective Reasoning for Adaptive Safety Alignment in LLM

arXiv:2611.10089v1 Announce Type: new Abstract: Large Language Models (LLMs) remain vulnerable to jailbreak attacks and harmful-content prompts, particularly under adversarial distribution shifts where static alignment pipelines fail to generalize. Although introspective methods…

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⌁AI & Cybersecurity
OpenAI NewsOfficial AI lab

Cogent and OpenAI build cyber defense factories for enterprises

Cogent combines OpenAI models with enterprise context to help automatically remediate vulnerabilities with agents.

OpenAI
⌁Security
The Verge AITechnology publication

The future of AI hinges on… Jensen Huang’s sex life?

I would prefer that these people's sex lives were none of my business but I guess we have to talk about Jensen Huang and the National Security Incident. Who could have guessed…

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⌁Security
OpenAI NewsOfficial AI lab

Control Room: A central system to track and stop model workloads across our research infrastructure

Learn how OpenAI’s Control Room tracks model workloads across our research infrastructure and can rapidly stop them when safety or security concerns arise.

OpenAI
⌁AI & Cybersecurity
The DecoderAI publication

The gap between open and closed AI models in cyber capabilities keeps shrinking

In the Vals AI benchmark, OpenAI's GPT-6 Sol Daybreak hits 80.8 percent of attack objectives in simulated corporate networks. Worse, the open-weight model DeepSeek V4.1 Flash reaches 72.8 percent at a tenth…

OpenAIDeepSeekGPT
⌁Security
The Verge AITechnology publication

AI broke the cybersecurity world. What’s next?

Today, I’m talking with Alex Stamos, chief security officer at Cognition and longtime cybersecurity expert, about what a mess cybersecurity is right now. This episode is part one of a special series…

⌁Security
The Verge AITechnology publication

China reportedly recruited AI exec to spy on Jensen Huang

China's intelligence agency recruited Megaspeed executive Alice Huang to spy on Nvidia CEO Jensen Huang, according to The New York Times. The Ministry of State Security (MSS) enlisted her to glean information…

NVIDIA
⌁Security
TechCrunch AITechnology publication

Hundreds of Artex AI hacking tools found publicly exposed to the web

Security researchers found hundreds of servers hosting the penetration testing tool Artex exposed to the internet, allowing anyone access to the hacking tool.

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