AI agents flagged a Maya lidar site that had already been mapped
A project using 48 AI agents flagged a lidar candidate that its author now says had already been mapped in 2025.
Fable and Carbon built six apps; both produced serious failures
A six-app comparison favored Fable’s coding setup, while both systems produced security or data-integrity failures.
Atuin Threads syncs coding-agent histories across machines
Atuin Threads captures and syncs agent transcripts and tool traces, with important limits on portability and local storage.
Claris previews Harbor for running local AI across Macs
Claris has listed Harbor as a private preview for local model serving and multi-Mac clustering.
Open-source projects are writing very different rules for AI contributions
Project policies range from restrictions on submitted generated code to bans covering contribution discussions.
Alibaba opens a time-limited Qwen4-Max preview
Alibaba’s Qwen4-Max preview runs through November 25 and is available through Token Plan credentials.
A finance agent passed its own checks while carrying a tax error
Handshake’s simulated finance example shows how an agent’s internal checks can repeat its original mistake.
Tether releases BotPsy, a small model for tool-calling applications
BotPsy is a downloadable 0.8-billion-parameter model for developers, with a 529 MB Q4 weight file.
Microsoft demonstrates a model backdoor planted in seven neurons
Microsoft researchers report a controlled checkpoint-editing attack that makes an agent model emit a chosen payload when triggered.