📍Goldman Cuts Traders’ AI Access
Plus: Unilever Reclaims Two Weeks, Hyatt Plans Hotel Conversions in a Day
Good Morning, Agent Owners!
Goldman Sachs gave traders coding agents, then took them away. Somewhere on Wall Street, a banker is experiencing his first parental control.
Goldman Cuts Traders’ AI Access
TL;DR: Goldman Sachs tightened access to some AI coding tools after months of letting bankers and traders use them, according to internal guidance seen by Bloomberg. Traders had used the tools to monitor client flows and model market moves. The October guidance limits access to engineers, with an exception for quantitative strategists. The change affects workflows that employees had already built around the tools. Read more →
Unilever Reclaims Two Weeks
TL;DR: Unilever’s North American Beauty and Wellbeing media team used to spend three weeks each month gathering, formatting, and interpreting data. Its agentic workflow now makes the refreshed data usable at the start of the month. The executive overseeing the work says the team has three weeks to decide and act, up from one. The interview gives no measure of campaign returns. Read more →
Same Team, 40% More Tickets
TL;DR: An electronics distributor put one agent in charge of classifying incoming incidents and assigning them to engineers on shift. A second surfaces suggested fixes from past tickets and known errors. The implementation partner says the same team absorbed 40% more incoming incidents and cut average resolution time by about 28%. The customer and measurement period were not disclosed. Read more →
Fanfic Authors Shut Down a Clone
TL;DR: A site that copied fan fiction and sold AI-generated audiobook versions went offline after one day. Its creator said a swarm of agents gathered material and that the site received more than 2,000 takedown requests. The episode shows how quickly automation can assemble a paid service around other people’s work, and how quickly authors can force it to close. Read more →
Git Rebuilt in Ten Weeks
TL;DR: One engineer designed the core of OpenAI’s new Git backend, teams of coding agents implemented it, and a small group of engineers deployed it. The project went from kickoff to production in ten weeks and began serving traffic in April. OpenAI’s November write-up says median push latency fell nearly 80% after the switch, an outcome measured on its own infrastructure. Read more →
Huron’s Agents Draft Bids
TL;DR: Huron’s growth team built agents that turn sales inputs into proposal drafts and responses to requests for proposals. The team wrote a playbook so colleagues could repeat the workflow. A report citing Microsoft’s customer case says Huron recorded 1,046 active agents across multiple uses over four weeks. The reporting window and the definition of active were not disclosed. Read more →
AI Helps Breach a Sales Tool
TL;DR: WorkOS detected unauthorized access to an internal sales application on October 30. The company says an AI-assisted offensive framework automated reconnaissance and exploitation attempts, and that accessed information included business contacts and summaries of customer conversations. WorkOS cut external access to the affected application and brought in outside investigators to establish the scope of the incident. Read more →
Aker BP Compares Oilfield Plans
TL;DR: Aker BP and Halliburton co-developed a workflow that brings subsurface, wells, facilities, and economics into a shared view. Agents retrieve data and perform quality checks while experts compare field development options and trace the assumptions behind each one. Aker BP says the work supports its ambition to halve time to first oil. That target has yet to be demonstrated. Read more →
Hyatt Plans Hotel Conversions in a Day
TL;DR: Hyatt says AI helped its Asia-Pacific team check structural considerations and brand standards when preparing property improvement plans for hotels switching flags. On its October earnings call, management said turnaround fell from several weeks to one day. The figure covers the plans themselves. A broader system spanning the path from signing a deal to opening the hotel is still in development. Read more →
Just Russel Gets to Script Faster
TL;DR: Belgian pet food brand Just Russel needed to produce campaigns across five markets. Its implementation partner says it classified more than 1,200 existing assets and built a campaign workflow that can draw on that library. The partner reports that the time from briefing to script fell by eight days. It did not specify the measurement period or the deployment date. Read more →
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