other
Cerebras customer that, with G42, accounted for around 86% of 2025 revenue.
No evidence-backed relationships are recorded.
Minerva Humanoids raised about $10M for Roger, a humanoid that bomb-disposal and energy specialists steer through VR while software keeps it upright. Paid pilots this fall will show whether crews pay for remote hands before autonomy.
Reality
Gartner puts this year's AI spending at $2.59 trillion, but the software and services layer the labs actually compete for is barely $1 trillion of it, which is what the compressed release calendar is defending.
Reality
Six models from 0.9B to 375B, four of them pretrained on one shared token sequence, mean IFM's sparse-versus-dense efficiency claim can be tested by outsiders at a scale they can actually afford to re-run.
Reality
The sovereign part of HUMAIN M3 is a trillion Arabic tokens of post-training plus hosting and an approval queue. MiniMax paid the pretraining bill. The performance claims so far are company-reported.
Reality
The first multi-wafer Cerebras system pairs a doubled clock with rebuilt power delivery and interconnect. The compute claims rest on WSE-3 Turbo dies that are otherwise unchanged.
Reality