Commentary: local AI compute on high-end laptops

Podcast interview with Anthropic technical team leaders Sholto Douglas and Nick Marwell covers whether AGI is near and what the coming decade could look like.

In a video segment, OpenAI CEO Sam Altman says accidents have happened and will keep happening, while arguing the technology has reached near-human and sometimes superhuman capacity far faster than critics predicted five years ago.

A Reddit user reports starting day two with about 16 tasks plus carryover against under 4 hours of actual work time, and says the Claude project orders the list rather than solving the overload.

A custom node workflow extends, prepends, and bridges H3 generations in latent space, with one demo combining 10 clips with no degradation from start to finish. The workflow supports infinite rerolls, single-window rerolls, and up-stepping in latent.

doxx.net raised a $38M Series A led by Andreessen Horowitz, with Animo Ventures and Focal.vc, alongside the open beta of its Agentic Defined Networking platform. ADN gives agents defined connectivity and threat protection via serverless P2P networking, avoiding central intermediary servers.

Kolibri has 78B total parameters with 3.46B active and up to 1M tokens of context. Aleph Alpha says the weights are downloadable for self-hosting under Apache 2.0, and it was built in Europe.