
Minerva Humanoids unveils Roger, a VR-piloted humanoid for bomb disposal and offshore energy work
The startup raised about $10 million led by General Catalyst; AI handles balance and navigation while a specialist controls critical actions.

The platform generates edge cases from incidents, standards and robot logs, with reactive human-motion models, before real deployment.

The startup raised about $10 million led by General Catalyst; AI handles balance and navigation while a specialist controls critical actions.

The Nobel Assembly cites the discovery of light-gated channelrhodopsin and its use to switch neurons on and off in living brains.
The hands have 13 degrees of freedom and drop the little finger to cut cost and failure points; they are not yet deployed across the Atlas fleet.
Six papers span probability, differential equations and group theory; Meta says humans directed the work and verified the results.

Reflection says Beam has 23B active parameters and was trained with RL on 10.5K GB300 GPUs; weights are promised under Apache 2.0 later this month.

The mixture-of-experts model activates 3.46B parameters per token and supports up to 1M tokens of context, per its Hugging Face card.

Cognition reports up to 4.8x total token throughput versus GB200 NVL72 on its SWE-2 inference workload; figures are company-measured.
Matthew Schwartz describes the toolkit in an Anthropic guest post; the work is funded by Anthropic and the manuscripts are preprints, not yet peer reviewed.
Reports put the valuation near $1.4 trillion with MGX as a possible anchor; OpenAI has not confirmed terms.

Google's post lists a 1M-token output limit and $2/$10 per million token pricing; broad availability has no date yet.
The streaming transcription model covers 60 languages and is in public preview on Azure; Microsoft says it ranks first on Artificial Analysis.