We need to see private set results, but if this holds then it might represent a breakthrough in other domains as well.

Where's the code?

I pretty much predicted this. If such smart models capable of doing math research fail so hard on such simple games the interface is the problem, not the model. Right harness provides a good interface between the problem and the intelligence.

God, who the fuck are they even writing this slop for? Other machines?

Neat. Maybe even deeply interesting. Absolutely garbage write up.

> Schema, the harness we introduce today, reaches 99% on the ARC‑AGI‑3 Public set using Claude Opus 4.8 and Fable 5, and 95.35% using GPT‑5.6 Sol.

Impressive results. Will this translate to coding agents (and training general purpose and for coding LLMs) too?

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> When Michelson and Morley could not detect the medium light was supposed to wave in, Lorentz took the first route: keep the aether, patch the rules with contraction hypotheses that absorbed the null result. Einstein took the second: in special relativity, he discarded the aether as part of the state and made simultaneity frame-relative, yielding a simple electrodynamics of moving bodies.

BECs, SVT, Superfluid Quantum Gravity

Massful photons are modeled with Proca fields. Like Einstein, Proca was also a student of Minkowski. The Mass-Equivalence principle ~~does not~~ still holds if photons have mass.

(edit) Energy-momentum relation: https://en.wikipedia.org/wiki/Energy%E2%80%93momentum_relati...

> could not detect the medium light was supposed to wave in,

Superfluid Quantum Gravity (Fedi,) says that there is a medium that light waves through; there is not nothing in space, space is a quantum dilatant superfluid with near-zero viscosity.