[AINews] OpenAI reports median internal Codex output tokens grew 56x in Research, 32x in Customer Support, 27x in Engineering, and 13x in Legal since November 2025.
It's happening.
Referenced Coverage & Sources
3 Sources CombinedOpenAI Expands Daybreak Cybersecurity Research Program
OpenAI Group PBC is expanding a program that enables cybersecurity professionals to use its models for vulnerability research. Daybreak, as the the program is called, launched in May. OpenAI today added two new access tiers called Daybreak Blue and Daybreak Red.
OpenAI Launches GPT-5.6-Cyber with Reduced Refusals, 95% Completion on Advanced Cybersecurity Tasks
Earlier today, OpenAI launched GPT-5.6-Cyber , a specialized model designed to perform advanced vulnerability research and exploit development for approved.
AI Professors Are Negotiating the New Realities of Academic Research
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ElevenLabs Blog - Company, Research & Product Updates
Read the latest research, product, and company updates from ElevenLabs - provider of the most realistic and versatile AI audio.
Token
A Token is the fundamental unit of text sequence analyzed or generated by a natural language model (roughly equal to 3/4 of a word). Words are encoded into token IDs before passing into neural layers.
TPU
A Tensor Processing Unit (TPU) is an application-specific integrated circuit (ASIC) custom-developed by Google specifically to accelerate machine learning workloads, specialized in high-performance matrix math operations.
OpenAI
OpenAI is an artificial intelligence research and deployment company behind ChatGPT, GPT-4, and Sora, dedicated to building safe and beneficial artificial general intelligence (AGI).
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