← The Polylog AI Intelligence Brief
Morning Edition · Tuesday, August 4, 2026Published at 2:16 AM EDT · New York
OpenAI Publishes a Telco Deployment With Revenue Numbers Attached
The operator Circles reports average revenue per user up 22 percent and churn down 9 percent using the OpenAI API and Codex, figures OpenAI published and no outside party has audited.
OpenAI published a customer account on August 3 describing how the telecommunications operator Circles uses the OpenAI API and Codex to personalize its services, claiming that average revenue per user rose 22 percent, that the rate of custo…
Continue the AI Intelligence Brief
Track frontier labs, chips, export controls, model releases, regulation, and AI infrastructure.
- 5 AI intelligence signals a day
- Frontier labs, compute, and chips
- Model releases and AI infrastructure
- Source-grounded analysis with confidence labels
The Global Intelligence Brief stays free.
Townsquare
Start a discussion in Townsquare.
More from this edition
- Alibaba Ships Qwen3.8-Max at 2.4 Trillion Parameters and Promises the Weights Next Week
- OpenAI Publishes Lean-Checked Proofs for Ten Open Mathematics Problems From an Unreleased Model
- OpenAI Publishes Internal Messages to Rebut Apple's Trade-Secret Suit
- Tencent's Hyra Agent Claims Record Results on 29 of 55 Open Mathematics Problems
- OpenAI Details the Full-Duplex Stack Behind GPT-Live, Built in Six Months
- An Open-Source Runtime Streams Mixture-of-Experts Weights From SSD to Run an 80-Billion-Parameter Qwen on a Mac
- Meta Sells Its Best Model by the Token After Years of Giving Weights Away
Comments
0No comments yet.