Meta adds spaces to its Muse app, letting users describe an idea, such as a gift tracker or trip planner, and have Muse build it. Users place spaces in the sidebar or main tabs and connect apps so they update in the background. Meta says sharing options are still being explored.
OpenRouter launches a rebuilt Auto Router and a new Auto Code router, which it says outperform the old router by up to 4× on benchmarks and cut routing time to 0.65s at p90 from 1.96s. OpenRouter says Auto Code scores in line with Claude Opus 5.5 across five benchmarks at 74% lower cost per task.
OpenAI has raised $11 billion in a funding round that values the company at $1.25 trillion, Bloomberg reports, citing sources. The round is not closed and could total about $20 billion, short of the $30 billion OpenAI sought in September.
doubleAI says coding agents it placed inside training runs can add code layers to a network while it learns. On CLRS-Text, accuracy at input sizes between those seen in training rises from 33% to 79%. DeepSeek-V4.1-Flash, acting on itself, lifts its AIME and HMMT 2026 accuracy from 64% to 71%.
Physical Superintelligence says an internal research system proved the Aaronson-Ambainis conjecture using a non-public Anthropic model, with Lean accepting the proof on the run's third day. David Turturean led the work. The theorem limits exponential quantum speedup on random inputs.
METR investigators find Anthropic's AI capabilities progress roughly doubled between October 2025 and October 2026, with about 80% of the speedup attributed to AI automating research. Ajeya Cotra says this likely crosses Anthropic's Responsible Scaling Policy threshold for dramatically accelerated progress, and warns security lags.
Economist Basil Halperin calculates that OpenAI's internal AI research time horizons double roughly every two months, faster than METR's four-to-seven-month pace. Halperin estimates the 80% accuracy horizon at about 15 minutes as of July, and cautions the doubling figure depends on how the data is fitted.
Tiger Data's Tiger Cloud runs Postgres for time-series workloads, and the company claims a single service handles 3 trillion metrics per day and 3 petabytes of data. New accounts get $1,000 in credit valid for 30 days with no credit card required. Replica sets scale to 10 nodes, and clusters carry SOC 2, HIPAA and GDPR compliance.
OpenAI releases BioBasicsBench, a 100-task benchmark built with biotech firm Ligo that tests whether AI agents can read raw wet-lab data, check controls and flag unsupported conclusions. OpenAI reports GPT-6 Astra scores 66.7% of available credit at xhigh reasoning effort, against 43.8% for GPT-5.6 Sol. Astra still miscounts colonies, overcounting about 12%.
txtai's repository records a Nov. 6, 2026 commit, e32d994, that keeps the type name in cast() out of column resolution, fixing issue #1520 in the open-source semantic search and LLM orchestration framework. NeuML maintains the project, which requires Python 3.11 and carries an Apache 2.0 license.