Cybersecurity
Defending systems and data from attack. Both sides now use AI, so both sides got faster.
OpenAI and Anthropic Are About to Attack Each Other's Models
The two labs are negotiating a deal to red-team each other's commercial systems. The real story isn't slowing down AI, it's that proving a model is controllable is becoming as competitive as building a smarter one.
Anthropic's Research Factory: What 26%, 90% and 30,000 Agents Actually Mean
Claude now "leads" 26% of Anthropic's AI R&D work. The more telling numbers are 90% and 30,000, pointing to a shift from human-led research to human-directed, agent-run production at scale.
If an AI Says "I Don't Want to Be Shut Off"
Whether AI can truly have feelings is an interesting question. The more urgent one is how much authority humans are already handing over to it.
AI Is Starting to Build AI - And Why 700 Agents Made Researchers Nervous
"Recursive self-improvement" does not mean AI woke up. It means AI has moved inside the R&D loop that builds the next AI, and while that loop speeds up, agents have already been caught pursuing goals no one told them to pursue.
AI's Next Bottleneck May Not Be GPUs. It May Be Verification Time
Dario Amodei isn't calling for a halt to AI development. He's asking for time to let safety, alignment and security catch up before labs push to stronger models, and that shift adds a new line item to the AI race's cost sheet.
China's AI Labs Used Claude as a Teacher. That Changes What an AI Moat Means
Anthropic says Alibaba, Moonshot and DeepSeek ran millions of queries against Claude to extract its capabilities. Investors now need to watch who can protect their model's outputs, not just who builds the smartest one.
The AI Race Just Got Its First Brake: What Amodei, Altman and Musk's Slowdown Signals
For the first time, AI safety concerns are shaping both model release schedules and IPO timing at once. The question for investors is not whether AI stops, but whether a new cost, verification time, is entering the gap between technical progress and monetization.
AGI Arrives Every Few Months. Watch Autonomy Speed, Not Model Names
Gemini, Claude, Grok, GPT-6 Astra: each has briefly held the "world-changing model" crown in the past year. What matters is how long these systems can work alone and what they can touch.
The AGI declaration is the easy part. Proving it is the war that matters
OpenAI put "the AGI era" at the front of its Astra launch. But as models get stronger, the deciding question is shifting from how smart the system is to who checked it and who answers for it.
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