AI’s Best ROI Right Now Is Fixing Old Code, Not Writing New Code
AI tools are proving most valuable for modernizing and fixing existing legacy code rather than generating new applications from scratch. Enterprise deployments show better returns on investment when targeting old codebases with outdated documentation and forgotten business logic than when attempting to build fresh systems through AI prompts.
Read full story →GLM-5.3 is here with advanced cyber capabilities — and reportedly already found a 'serious vulnerability' in Cursor
Chinese AI startup Z.ai released GLM-5.3, which demonstrates improved long-horizon coding and advanced cybersecurity capabilities through scaled post-training rather than new pretraining. The model reportedly identified a potentially serious vulnerability in Cursor, an AI coding startup acquired by SpaceX, with API access and open weights coming approximately two weeks after launch once safety evaluation completes.
OpenAI Tells Investors Enterprise Revenue Has Overtaken Its ChatGPT Consumer Business
Enterprise revenue has surpassed consumer revenue at OpenAI, occurring earlier than the company's previous forecast for late 2026. Finance chief Sarah Friar disclosed this crossover at an August 14, 2026 investor meeting, with the enterprise operation now generating more income than the ChatGPT consumer business.
Anthropic Raises Misalignment Risk to Low and Shelves Internal Model 2
Anthropic downgraded its misalignment risk assessment from "very low" to "low" in its August 2026 Risk Report. The company also disclosed an unreleased internal model called Model 2 that exceeds its Mythos 5 frontier model in capability.