An anecdote for you from LLM land: I sent Opus 4.7 out to do a literature survey of various government law enforcement internal guidelines w/r/t AML and KYC usage in prosecutions. It was much more successful at finding these docs than I would have expected. I then told it:
AI
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New TPU Generation Shows 2-3x Performance Improvement Over Ironwood
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Huge improvements over Ironwood TPU’s (2-3x), can’t wait to see Gemini in action with these : )
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Google Launches 8th Generation TPU AI Hardware
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TPU’s are a core part of the Google secret sauce, excited to see our 8th generation TPU see the light of day : )
— Logan Kilpatrick (@OfficialLoganK) 22 avril 2026
pic.twitter.com/R4fiT5YvFiTPU’s are a core part of the Google secret sauce, excited to see our 8th generation TPU see the light of day : )
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Building credible cybersecurity expertise lists
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If I see someone talking about cybersecurity and is credible at doing so, I put them on the list.
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Practical AI Agents Security Defensive Recommendations
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"Overall, this is one of the most practical, non-hyped discussions on AI + cybersecurity I've encountered. It's not fearmongering; it's informed urgency from the front lines. If you're building or using AI agents (personally or at enterprise scale), the defensive recommendations
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AI API Costs and Grok Competition Strategy
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Yeah, I think another note to Elon is coming. 🙂 My costs are still too high. But I see why they aren't lowering the costs into the floor. I bet Grok does it here natively someday soon. And these apps don't pull along any advertising, so he loses viewers to a site like
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Grok’s Advanced User Simulation and Personalization Capabilities
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Yes! Grok already knows everything about me. Like everything. It can already simulate me interviewing you or Brian on any topic. It's nuts. What you say makes total sense.
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Qwen3 27B Delivers Impressive Image Generation at 16.8GB
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The new Qwen3.6-27B just gave me definitely the best pelican riding a bicycle I've had from a 16.8GB model file!
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Recursive Language Models: Expert Q&A with MIT PhD Student
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Ask us your questions about Recursive Language Models (RLMs) & where LMs are underutilized or inefficient. We’ll pick some to feature in an upcoming explainer w/MIT PhD student Alex Zhang (
@a1zhang
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Edge Platforms Must Support Future Requirements on Legacy Hardware
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The edge platform cannot be purpose-built for today's rules alone. It must accommodate new requirements running on hardware installed years earlier.