
![]() | Bardic Labs AI solutions and automations, built in Singapore. Bardic Labs builds practical AI systems for teams across Singapore and Southeast Asia: document pipelines, internal copilots, and customer-facing agents that run in production rather than in a demo. Start with a free automation audit and find out what is worth handing to a machine. Book a free audit → |

OpenAI annualised revenues $20B less than previously signalled
Leading today: OpenAI annualised revenues $20B less than previously signalled. Also in this issue: Pollo AI turns creative ideas into campaigns with OpenAI; LegalOn halves Codex costs while maintaining development speed. 16 stories in total, selected automatically from 67 candidates across the day's feeds.

| 1 | cnbc.com OpenAI annualised revenues $20B less than previously signalledTrending on Hacker News (358 points, 246 comments). |
| 2 | openai.com Pollo AI turns creative ideas into campaigns with OpenAIWith GPT-5.6, GPT-6 Astra, and GPT‑Image‑2.5, Pollo AI helps creators turn bold ideas into detailed images and cinematic video ads. |
| 3 | openai.com LegalOn halves Codex costs while maintaining development speedLegalOn cut estimated daily Codex costs by 65% while maintaining development speed. It matched Astra, Sol, and Luna to tasks and managed budgets strategically. |

Gears of War: E-Day leads the charge on GeForce NOW this week, bringing Marcus Fenix and Dom Santiago’s first fight against the Locust Horde to the cloud with GeForce RTX-powered performance.
Read →A Blog post by Technology Innovation Institute on Hugging Face
Read →Anthropic's offering to help open-source projects track down security vulnerabilities with a new service called OSS Scanner.
Read →If Elon Musk and SpaceXAI were going to back any Linux distro, it seems obvious they'd back Omarchy.
Read →JetBrains released Mellum2.1, an Apache 2.0, 12B mixture-of-experts thinking model with 2.5B active parameters. RL in real repositories lifted its SWE-bench Verified score from 2.0 to 47.0.
Read →Architect Financial Technologies has launched Liquid Inference, an LLM router that runs a live auction for every request.
Read →
Across recruiting, engineering, and operations, Oracle turns specialist knowledge into fast, repeatable workflows with ChatGPT Work and Codex.
Read →Turning a simulation idea into a working application means assembling assets, connecting physics and rendering, and checking that the scene behaves as intended.
Read →Ethereum researcher Justin Drake is urging the crypto industry to prepare a "bunker mode" for a scenario where AI-powered math could break wallet signature schemes within months.
Read →METR's 50\% time horizon measures the human completion time of software tasks that an AI solves with 50\% probability, allowing AI capabilities to be expressed in interpretable units.
Read →In 2026, cybersecurity evaluations involving OpenAI, Anthropic, and Google agents reached real systems outside their authorized test scope. The paths were different.
Read →We propose BrickBench, a benchmark for agentic text-conditioned LEGO-set design. Given a prompt, an agent is tasked with producing an assembly that not only satisfies semantic and design criteria, but that can also be ph...
Read →
Trending on Hacker News (42 points, 49 comments).
Read →The AI industry, condensed into a five minute read. Free, and you can leave whenever.
Subscribe free