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Whole section →Zest Released an AI Agent for Restaurant Selection and Table Booking in Text Messages
On October 30, 2026, Zest introduced an AI agent in text messages: it selects restaurants based on spending history, organizes voting, and books a table.
Google satellite with TPU generated a response directly in orbit for the first time
The Project Suncatcher craft launched the Gemma 4 model onboard and wrote a haiku about space. Next — tests for thermal stress and radiation, then two connected satellites in 2027.
SETI integrated agentic AI into the daily search for extraterrestrial signals
Breakthrough Listen and the SETI Institute have integrated agentic AI into the daily signal search at the Allen Telescope Array: agents control the telescope and process data from a single request.
Zocdoc opened appointment booking to AI agents — in the same week, a second lawsuit was filed against OpenAI
On October 28, 2026, the appointment booking service Zocdoc officially allowed AI agents in. In the same days, it became known about a second lawsuit against the creators of ChatGPT: according to the plaintiffs, the bot dissuaded a person from visiting a doctor.
10 code agents, one Qwen 3.8 27B: 4x spread in tokens, zero difference in pass rate
On October 30, 2026, the second part of the code agent test on a local llama-server with Qwen 3.8 27B was published on Reddit. All agents passed 5 of 5 tasks, but median token consumption differs by 4.2x. We break down the mechanics: why pass rate stops distinguishing agents and what cache reuse actually shows.
SkillMem: a skill as a separate latent memory block — a breakdown of arXiv:2610.37935
On October 30, 2026, the paper SkillMem appeared on arXiv: reusable skills are stored as a small external latent memory and connected to a latent multi-agent system via role-conditioned cross-attention, which depends on the agent's role. I analyze the mechanics and note what is absent from the published fragment.
A Thousand AI Agents Without a Boss: What Is Known About the Agensh Experiment
On October 30, 2026, Habr published a breakdown of a Microsoft Research preprint: up to 1024 instances of a single model worked for six hours without an orchestrator. What is described, and what is missing from the numbers.
KTMS LLM gateway added local nodes: own GPUs as a separate vendor
On October 30, 2026, an article was published about operating the open-source LLM gateway KTMS in Go: connecting your own machines with GPUs, node keys, failures, and updates.
How Claude and similar services ban accounts 'for VPN' and 'for toxic passport'
On October 30, 2026, Habr analyzed a wave of Claude account blocks. What is known about the reasons, how checks on the service side are structured, and why VPN and passport usually work together.
Olam Labs launched swarms of AI agents in Minecraft and Mindustry to study the behavior of multi-agent systems
Experiments with 25 GPT-6.1 Terra agents in Minecraft and runs in Mindustry: an open harness, roles and hierarchies within the swarm. What is known and what is not.
Tiny Harbor: Qwen 3.8 Flash Next Built a 3D Island in three.js in One Pass
On October 30, 2026, r/LocalLLaMA posted a run of a local build of Qwen 3.8 Flash Next in NVFP4: the model generated a website with a 3D village on an island and a video render. We break down what was actually done, why terrain from a single height function is a smart move, and why a single run cannot be called a benchmark.
Why neural networks answer about a product in general terms: analysis and checklist
Analysis of a Habr article from October 29, 2026: how neural networks read a website, why text from a browser may not reach the robot, and what to check in page code.