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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Claude Enterprise Privacy Turns Into an Admin Setting
The revealing part of Claude Enterprise privacy is a tiny warning label. In Claude’s incognito mode, Anthropic tells users: “Note:…
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Datacenter Emissions Secrecy: EU Built Transparency, Hid it
A transparency system is only useful if someone can see through it. The EU built one for the opposite of…
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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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Kimi K2.6 is Rumor: Kimi K2.5 is the Real Story
Kimi K2.6 is everywhere in preview chatter. Kimi K2.6 is also, based on the sources we can actually verify, not…
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Full-Color Lidar Chip Pushes Color Into the Sensor
The standard story is that sensors keep getting better and software keeps fusing them. Hesai’s full-color lidar chip points in…
