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10 Hours to 3: How KAIST's CluSTER Picks the 31% of Data That Actually Teaches

10 Hours to 3: How KAIST's CluSTER Picks the 31% of Data That Actually Teaches

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6 min read
llms.txt validator: the 8 format mistakes we see, and a free tool to catch them

llms.txt validator: the 8 format mistakes we see, and a free tool to catch them

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2 min read
The Gaps in the Map Are Not Ideas

The Gaps in the Map Are Not Ideas

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13 min read
Stop Typing One Token at a Time: The Coarse-to-Fine Model That's 31 Faster

Stop Typing One Token at a Time: The Coarse-to-Fine Model That's 31 Faster

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6 min read
The Mean Lied: How a Second Statistic Fixed Long-Context Memory

The Mean Lied: How a Second Statistic Fixed Long-Context Memory

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6 min read
Evaluating Academic Review Methods: Comparing LLMs and Human Reviewers for Error Detection and Integrity

Evaluating Academic Review Methods: Comparing LLMs and Human Reviewers for Error Detection and Integrity

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10 min read
Claude rediscovered CVE-2026-56132 proving 123 libraries crash-free

Claude rediscovered CVE-2026-56132 proving 123 libraries crash-free

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4 min read
90.5% to 81.0%: The Open Model That Ships Weaker on Purpose

90.5% to 81.0%: The Open Model That Ships Weaker on Purpose

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6 min read
43% Fewer Tokens, 98.9% of the Quality: How VisionWeave Spends Visual Tokens Like Money

43% Fewer Tokens, 98.9% of the Quality: How VisionWeave Spends Visual Tokens Like Money

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6 min read
The Lookup Table That Beat 17 Experts: DeepSeek's Engram and the Second Axis of Sparsity

The Lookup Table That Beat 17 Experts: DeepSeek's Engram and the Second Axis of Sparsity

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5 min read
The Model That Trained Itself: 56% of Real GitHub Issues at 1/50th the Price

The Model That Trained Itself: 56% of Real GitHub Issues at 1/50th the Price

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6 min read
40 GB to 6.7 GB: The 3-Bit Trick That Shrinks Your KV Cache 6x

40 GB to 6.7 GB: The 3-Bit Trick That Shrinks Your KV Cache 6x

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5 min read
Linus Torvalds defends the use of artificial intelligence by Linux developers

Linus Torvalds defends the use of artificial intelligence by Linux developers

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2 min read
Why Vector Databases Need Approximate Nearest Neighbor (ANN): HNSW Graphs and the Curse of Dimensionality

Why Vector Databases Need Approximate Nearest Neighbor (ANN): HNSW Graphs and the Curse of Dimensionality

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5 min read
Non-Determinism Doesn't Matter

Non-Determinism Doesn't Matter

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3 min read
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