Cursor's Valuation Is Real. The Hard Part Is the Wrapper.
$60M raise at $400M in August 2024. Insider estimates now put Cursor in the $1B-$3B range. The growth is real — but so is the structural vulnerability underneath it.
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Lawyers Keep Citing Fake Cases. They Know Better.
An attorney was sanctioned for AI-hallucinated citations. Then he cited more fake cases in the same filing. That's the cognitive surrender problem in plain sight.
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The Real Difference Between Open Source and Open Weights AI Models
Everyone uses these terms interchangeably. They mean different things, and the difference matters if you care about what you're actually allowed to do with a model.
How Multi-Token Prediction Changes What LLMs Can Do
Standard language models predict one token at a time. A new generation predicts multiple tokens simultaneously — and the implications for reasoning, speed, and capability are significant.
The Agent That Learns From Its Mistakes Is Winning the 2026 Race
OpenClaw launched first and built a massive user base. But Hermes Agent's closed learning loop has shifted the conversation in ways OpenClaw is still trying to answer.
China's Coding Models Stopped Lagging. The Old Narrative Doesn't Hold.
Four Chinese labs broke the "six to nine months behind" frame in twelve days. The coding benchmarks don't support the old story anymore.
The Boring Website Economy: How One-Tool Sites Quietly Earn Millions
Word unscramblers, mortgage calculators, IP lookups — pages with no blog and no content strategy. Yet Calculator.net clears $825,000 per month. Here's what's actually happening.
The Harness Engineering Trend Nobody Is Talking About
While the industry obsesses over model benchmarks, a quieter competition is unfolding. The companies winning with AI aren't always the ones with the best models — they're the ones who've figured out how to steer them.