Adam.GPT
22K posts

Adam.GPT
@TheRealAdamG
GTM at @OpenAI. A fan of NY sports, memes, tech & nice people. My opinions are my own.

Companies go through phases of exploration and phases of refocus; both are critical. But when new bets start to work, like we're seeing now with Codex, it's very important to double down on them and avoid distractions. Really glad we're seizing this moment.

🚨 Shocking: Frontier LLMs score 85-95% on standard coding benchmarks. We gave them equivalent problems in languages they couldn't have memorized. They collapsed to 0-11%. Presenting EsoLang-Bench. Accepted to the Logical Reasoning and ICBINB workshops at ICLR 2026 🧵

SCOOP - OpenAI is planning to simplify its product experience and launch one "superapp" -- part of its broader effort to instill more discipline and focus into the business, and beat back the threat posed by Anthropic more here in our @WSJ story wsj.com/tech/openai-pl…

For context/clarity: OAI chief of applications Fidji Simo will oversee the change, and also tapped Greg Brockman to help with the revamp. Brockman plans to return to leading the computing team after finishing his work with creating the "superapp"








OK Codex is GOAT at finding bugs and finding plan errors


github.com/openai/codex/i… Weekly usage limit was exhausted after about 15 hours of use (Plus, VS Code extension) github.com/openai/codex/i… 5h quota and weekly quota are consumed at the same rate unexpectedly github.com/openai/codex/i… Different accounts = different weekly limits? github.com/openai/codex/i… Paid usage still dropping too quickly ($40 credits burned in one day, detailed cost analysis) github.com/openai/codex/i… Support admitted OpenAI error caused increased rate limit consumption — zero help github.com/openai/codex/i… Still burning tokens very fast with today's VS Code extension update (main thread with ~/.codex workaround analysis) github.com/openai/codex/i… Rate limits dropped 30% within a few hours of use (Teams, GPT-5.4 high) github.com/openai/codex/i… Unanswered questions following gpt-5.3-codex & gpt-5.4 restriction (meta-issue: key questions left unanswered by OpenAI) github.com/openai/codex/i… gpt5.4 uses more limits than 5.3codex (first report, day of 5.4 release, Pro) github.com/openai/codex/i… Entire 5-hour + 22% weekly limits + all credits burned without running a single prompt github.com/openai/codex/i… Rapidly hitting weekly limits on ChatGPT Pro plan (9.7M cached tokens per session)


OK Codex is GOAT at finding bugs and finding plan errors






