NOTE · 24 AUG 2026
Extraction Arena
A strong average can hide a procedure the model gets entirely wrong. Gate the field you fear, not the mean.
Fig. 2.1 · generated 1-bit cover
4 ENTRIES
Research
// newest first
A paper, its companion note, and an open-source evaluation harness with its note and a video walkthrough.
- VIDEO · 21 AUG 2026
Extraction Arena: Evaluate Vision LLMs for Document Extraction
A walkthrough of the harness behind the note.
Fig. 2.2 · generated 1-bit cover
- PAPER · 12 MAY 2025
Semantic Retention and Extreme Compression in LLMs: Can We Have Both?
Introduces SrCr, a way to measure how much meaning survives compression.
Fig. 2.3 · generated 1-bit cover
- NOTE · 12 MAY 2025
What Survives Compression
Ask what meaning survived, not how fluent the remainder sounds.
Fig. 2.4 · generated 1-bit cover
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