What the people actually building AI said today. One page — a 1-min read.
Cybersecurity led today’s builder conversation: Greg Brockman and Aaron Levie both argued that stronger AI makes basic security work more urgent. The other useful signals were practical: persistent agents, reference-based video editing, and a case for showing up consistently instead of betting on one big launch.
Brockman says security spending could exceed software spending
Greg Brockman argues that “cyber spend, security spend should actually vastly outstrip software spend” as software gets cheaper. He says OpenAI assigned about 25 production engineers to use a frontier model to find and fix flaws in its own systems. He also describes DOTS, a persistent agent that checks his inbox, Slack, and calendar for unfinished work and scheduling conflicts.
Levie says security agents need cleaner enterprise foundations
Aaron Levie says fragmented data, broad access privileges, and aging systems leave many companies unable to assess their risk. Once those basics improve, he expects long-running agents to test attack paths, read logs, and use security tools across company infrastructure.
HyperFrames adds reference clips for AI video editing
Peter Yang shares a workflow for recreating the style of short videos with Claude. Quoting HyperFrames’ Jake Moran, he says its studio now lets users choose or upload a reference clip, then prompt changes such as different fonts or colors while retaining the clip’s structure.
Zara Zhang favors daily videos over one expensive launch
Zara Zhang argues that people overrate a single major launch and underrate showing up every day. Her practical advice is to build a system for making a video daily instead of spending tens of thousands of dollars on one launch video.
Source data comes from the open-source project follow-builders by zarazhangrui, released under the MIT license. Summaries are generated by an LLM from that project's public feeds, and the summarization prompts are adapted from it. Every item above links to its original source.
Summaries generated automatically. Read the original before relying on any claim.
