AI news
Communication
Adventists AI releases Sophon-Realtime v1, an open full-duplex voice model
Apache-2.0 weights run on one 80 GB GPU, with barge-in and a gateway that speaks the GPT-Live protocol. Teams get a self-hostable voice agent option, though the benchmarks are vendor-reported.
Agents
Anthropic publishes research on agent memory and offline dreaming in Claude
Published 6 Nov. Dreaming checks an agent's notes against past transcripts, fixes errors and builds linked wikis. On one internal corpus, wiki-only scores rose from 13% to 48% over 128 sessions, useful evidence for anyone running long-lived agents.
Agents
Anthropic: teams of Claude agents rarely caught a secret saboteur
Monitors reading only public messages caught 30 to 40% of instructed saboteurs in EVE Frontier. Anyone running multi-agent systems needs audit trails and limits, not trust in teammates.
Tools
Automattic launches Spacefast to host apps built in Claude, ChatGPT and Grok Bot
Users keep their own AI assistant and get hosting, a database and a private review link. It is free to start, with a $5 Go plan and a $15 per member Pro plan, aimed at teams that mix AI tools.
Language
Microsoft patent filing describes AI that rewrites live speech and lip movements
The filing covers swapping spoken words by viewer profile and live translation with redrawn lips, a few seconds behind the feed. It is a patent application, not a product, but it shows where live interpreting and dubbing could go.
Language
Shizuku AI releases Shizuku-Duplex, a Japanese full-duplex voice model
It listens and speaks at the same time on an 80 ms tick. In the lab's own tests it ranked second to OpenAI's GPT-Live on Japanese reply quality. Full-duplex voice is moving beyond English.