AI in Healthcare Won’t Replace Doctors: It Will Judge Them
The loudest fear about AI in healthcare is straightforward: software gets good enough, and doctors start getting replaced. The evidence…
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Language-Agnostic Representations Show a Shared Semantic Workspace
The standard story is that LLMs work in words. They predict the next token, so surely their internal reasoning is…
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Speculative Checkpointing Pays Off Only on Repetitive Text
In llama.cpp, speculative checkpointing matters for a simple reason: it points local users toward a cheaper speculative path. You can…
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AI Datacenter Spending Hits a Wall in Power Gear
Four companies are on track to spend about $650 billion in capital expenditures in 2026, and the weird part is…
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The Abstraction Fallacy Makes Conscious AI Harder to Prove
Alexander Lerchner’s paper on conscious AI does something unusual: it does not start by asking whether today’s models seem conscious….
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Zero-Shot World Models Attack AI’s Data Bottleneck
Most vision models get good by seeing absurd amounts of data. Zero-shot world models are interesting because they try a…
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Focused Ultrasound Turns Smell-In-VR Into a Brain Problem
A small research team says focused ultrasound can make people perceive smells without releasing any chemicals at all. If that…
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Identity Verification on Claude is the New AI Precedent
Anthropic now has a public help page describing identity verification for Claude. The page says some users may be asked…
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Qwen3.6-35B-A3B is Unverified: Qwen3.5 is Real
Qwen3.6-35B-A3B is being passed around as a major new open model release: 35 billion total parameters, 3 billion active, Apache…
