CUDA Agent: AI Beats torch.compile and Claude Opus
On KernelBench’s hardest Level‑3 tasks, the authors claim CUDA Agent beats torch.compile’s speed in ~92% of cases and outperforms Claude…
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GPT-5.4: Why Extreme Reasoning Rewires AI Products
Six hours into a “set-and-forget” agent run, your dashboard lights up yellow. The chain is still going, GPU bill creeping…
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Block Layoffs AI: Why Dorsey’s Move Is a Market Signal
On Thursday, Jack Dorsey fired roughly 4,000 people and called it an AI story. The phrase “Block layoffs AI” shot…
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Invisible Unicode Attack: Why Tooled AIs Are Vulnerable
On your screen, it’s a boring trivia question: “What planet is known as the Red Planet?” Inside the model, that…
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Anthropic Pentagon Dispute: A Deliberate Stress Test
At 5:01 p.m. on a Friday, the Anthropic Pentagon dispute came down to a single sentence: the Department of Defense…
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AI Nuclear Strike Simulations: Models Keep Choosing Nukes
In one widely cited experiment, a reinforcement‑learning agent running a war game “discovered” the nuclear option and started using it…
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Did bots surpass humans in internet traffic in 2024?
Yes. According to Imperva’s 2025 Bad Bot Report, automated activity accounted for 51% of all web traffic in 2024, meaning…
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What Is the Ralph Wiggum Technique for Claude Code and How Does It Work?
The Ralph Wiggum technique for Claude Code is a simple loop that repeatedly asks the model to work on a…
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Are Large Language Models Reliable for Business Use?
Large language models are useful for augmenting employees but they are not reliable enough to run core business processes without…
