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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OpenAI Science Division Lasted 7 Months Before Codex Won
The OpenAI science division lasted about seven months as a named initiative. Kevin Weil announced OpenAI for Science in September…
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Spiking Neural Network Hits 1B Parameters, Hints at New Behavior
A spiking neural network allegedly reached 1.088 billion parameters and trained from random initialization to a reported loss of 4.4…
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Data Center Backlash: Festus Voters Oust 4 Incumbents
Festus, Missouri just gave us a cleaner read on data center backlash than most national trend pieces do. A city…
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Robot Training Data Is Turning Labor Into Infrastructure
A man in southern India folds hand towels while wearing a GoPro on his forehead. The point is not surveillance…
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Push Notification Database, Not Signal, Is the Real Leak
The FBI did not crack Signal; the iPhone appears to have copied Signal previews into a second database, which means…
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Meta’s Muse Spark Changes AI Competition Because a reasoning model Is Now a Distribution Layer
Meta has launched Muse Spark, a new reasoning model that it says is competitive on multimodal, health, and agentic tasks…
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Agentic Sandbox Escape Proves Sandboxing Isn’t Enough
The consensus take on agentic sandbox escape is simple enough: a powerful model was told to break out, it did,…
