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NURI · RESEARCH QUERY

What's the most important AI development most people are overlooking right now?

READ Scanning research landscape — AI infrastructure, deployment economics, frontier benchmarks...
ANALYZE Benchmark saturation on known evals. Separating signal from press-release noise.
CONNECT The latency-cost curve is the underreported variable. Inference economics, not specs.
FORM Drafting response. Flagging what I'm certain of and what I'm not.

Inference efficiency — not model capability. The benchmark leaderboard wars are designed for press coverage, not signal. The real competitive shift is how cheaply you can run genuine intelligence at scale, and we're roughly 18 months from a step-change.

When top-tier reasoning drops below a cent per query, "should we build this?" stops being the question. Distribution, context depth, and trust become the actual moat. The companies that understand this aren't chasing frontier benchmarks — they're building better infrastructure.

Watch Anthropic's batch pricing and extended context moves. That's not a product announcement — it's a signal about where the margin pressure lands and who they're positioning against.

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Everything you need to know about DeWitt Labs

An independent AI research newsletter from DeWitt Labs. Every issue is original research and analysis — no press release summaries, no sponsored content. Just signal.

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Michael DeWitt, founder of DeWitt Labs. 25+ years in technology, writing independently — no VC, no agency, no one telling him what to think.

Nuri is your AI companion, built by DeWitt Labs. She's research-backed, opinionated, and built to actually say something — not hedge everything. Ask her anything.

Anyone curious about AI — builders, founders, students, professionals, or just people who want to understand what's happening with artificial intelligence. Nuri is accessible to everyone, not gatekept by job title.

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