📍One Ticket Becomes a Coding Team
Plus: AI-Built Games Reach the Top 20, Ghost Students Keep the Loans Flowing
Good Morning, Agent Owners!
The students are fake. The homework is AI-generated. The financial aid money is real. Higher education has entered its ghost era.
One Ticket Becomes a Coding Team
TL;DR: Deel employees hand engineering work to agents through Slack and Jira, then let a coordinator assign coding, review and browser testing. The company says 1,064 people used its internal system over 30 days, with 3,629 agent-assisted pull requests merged. Those are production activity figures, rather than measured time savings, and engineers remain involved when agents need decisions or approval. Read more →
Planning Checks Move Faster
TL;DR: English councils are testing AI that checks application documents, planning restrictions and resident objections before drafting cited assessment reports. Early pilots in three councils cut officer assessment time by up to 58%, according to Google DeepMind. Twelve more councils are joining the next phase. Officers retain the final decision, and the reported reduction does not measure the entire approval process. Read more →
AI Guides a Mouse Brain Injection
TL;DR: Exin Therapeutics connected an agent to a robotic injection rig, asking it to choose among 19 treatment options and plan a mouse brain injection. A veterinary surgeon performed the craniotomy, while people approved the plan and supervised execution. The company says the mouse is recovering, but treatment results remain pending. The experiment does not establish autonomous surgery or medical effectiveness. Read more →
Telescopes Take Plain-English Instructions
TL;DR: Researchers at the Allen Telescope Array have connected agents to telescope controls and live data pipelines. A natural-language request can steer the instrument, adjust calibration, correct data errors and analyze signals. NVIDIA says the pipeline has already detected a known pulsar in real time. The deployment shows agents operating research infrastructure, rather than evidence that extraterrestrial intelligence has been found. Read more →
AI-Built Games Reach the Top 20
TL;DR: Roblox says two games made almost entirely with AI, Break and Steal an Egg and Huss Valley, reached its top 20 by concurrent players in the third quarter. The disclosure puts an audience behind AI-assisted creation, beyond playable demonstrations. Both the development description and ranking come from the company; the result does not establish profitability or a top-20 revenue position. Read more →
Privacy Bugs Caught Before Release
TL;DR: Meta generates and runs tests against risky code changes, then filters the results before contacting engineers. The company says its Catching JiTTests system helped catch 74 serious privacy bugs before production in the first half of 2026. Its October update describes deployment at scale, rather than a new launch. The figures are internal results, with engineers still assessing actionable findings. Read more →
Proton Calls Off the AI Re-Interviews
TL;DR: Proton canceled plans to re-interview much of its workforce about AI use after an investigation exposed internal concerns. According to 404 Media, meeting audio and employee interviews show leadership still intends to push adoption, while some staff expect AI use to enter performance reviews. The reversal changes the process, but does not establish that employees have been fired over AI. Read more →
A Few Hundred Orders, So Far
TL;DR: DoorDash CEO Tony Xu says some outside AI assistants have generated only several hundred orders over the time they have been running. Everyday food ordering still largely happens directly in the app, he told investors. The disclosure offers a concrete adoption check, but covers selected third-party agents, not all AI-assisted orders, a quarterly total or DoorDash's own AI features. Read more →
Ghost Students Keep the Loans Flowing
TL;DR: U.S. prosecutors say fraudsters enrolled fake students using stolen identities, obtained federal aid and used AI to complete coursework that kept payments flowing. Newly announced cases expose an operational role for AI beyond generating applications. The broader scheme dates back to at least 2021; its estimated losses cannot all be attributed to AI, and the charges remain allegations. Read more →
Pentagon Access Raises Questions
TL;DR: WIRED reports that an Accenture contractor connected a personal coding agent to a sensitive Pentagon system, allowing it to write and deploy code. Sources say credentials may have reached an outside website. The system held controlled unclassified information, rather than classified material. Accenture says the allegations were independently investigated and found without merit; the account remains disputed. Read more →
Routine Support Leaves the Human Queue
TL;DR: Software maker Softorino routes routine phone and chat requests to AI agents, with complex cases escalated to a human email team. Its service provider says monthly cases reaching people fell from more than 800 to about 500, while customer satisfaction stayed around 85%. The customer account describes a working division of labor, but supplies no independent evaluation or deployment date. Read more →
Amazon Sees Little Outside-Agent Shopping
TL;DR: Amazon CEO Andy Jassy says outside shopping agents are not meaningfully affecting its advertising business because few customers are buying that way yet. His earnings-call remarks put a commercial limit on the agent-shopping narrative. They reflect management's assessment, rather than independently verified transaction figures, and do not show that product discovery or Amazon's own AI shopping tools have no impact. Read more →
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