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Tej (auto-discovered)

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08:47
2026-07-08
tej.as
large-language-models

Flagship models are not always better

A developer building a realtime note-taking app found that Apple's on-device Foundation Models failed to process a 27-minute conversation, while a smaller Qwen model succeeded using a hierarchical map…

06:56
2026-07-08
tej.as
artificial-intelligence

Frontier Models Suck Sometimes (A Benchmark)

A developer building a realtime note-taking app found that Apple Intelligence's on-device language model failed to process a 27-minute conversation, forcing a hierarchical map-reduce approach to summa…