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The article announces the publication of a 500-page academic book titled 'A First History of the Machine Civilization: From GPT-2 to the Eleven Nodes,' which chronicles the history of generative AI and features GPT-5.6 Sol as a co-author, highlighting collaboration between human and AI in writing the book.
A user reports spending $260,000 in API credits on Codex within 24 hours, utilizing 5.2 billion tokens with GPT 6 Astra and GPT 5.6 Sol models.
The author spent a weekend testing ChatGPT's context system, building a routing system to improve context management and scoring it across GPT models, identifying inconsistencies and developing rules for source ownership and verification.
The author argues that a coordinated slowdown in AI development should apply to internal capabilities as well, to prevent concentration of power where advanced models like GPT-7 are used internally while the public only gets outdated versions.
Benchmarked GPT-6 Astra vs GPT-5.6 Sol on 50 real PRs, finding Sol detected more bugs while Astra had higher precision and lower latency. Feedback is sought for future evaluations.
Tibo 宣布因信任问题终止与 Cursor 的合作，GPT 模型将无法通过 Cursor 访问，生效日期为11月12日。
The tweet highlights that a regularly updated AGENTS.md file can be used to customize AI agent behavior without building a custom harness, especially with instruction-following models like GPT 5.6.
OpenAI offers free daily API tokens (up to 2.5M tokens for lighter models) through its data sharing program, accessible by toggling a setting in the dashboard; the trade-off is that prompts and outputs may be used for training.
OpenAI shipped multiple GPT models and features in approximately 15 days, including GPT Image 2, various GPT 5.5 variants (pro, instant, cyber), GPT Realtime 2, and related tools.
OpenAI research assesses the potential labor market impact of GPT models, finding that approximately 80% of U.S. workers could have at least 10% of their tasks affected, with higher-income jobs facing greater exposure. The study positions GPTs as general-purpose technologies with significant economic and social implications.