Hard Fork

OpenAI Calls a ‘Code Red’ + Which Model Should I Use? + The Hard Fork Review of Slop

1231 snips
Dec 5, 2025
OpenAI is on high alert, prioritizing improvements to ChatGPT amidst stiff competition from Google and Anthropic. The hosts discuss which AI models are currently the best, including the impressive speed of Gemini 3 and the distinctive style of Claude Opus 4.5. They dive into AI-generated content, like deepfakes and recipes that undermine human creators, while highlighting emerging trends and creative uses of AI slop. Tune in for insights on choosing the right AI model for your needs and the evolving landscape of artificial intelligence.
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INSIGHT

OpenAI's 'Code Red' Reaction

  • OpenAI declared a "code red" to focus resources on improving ChatGPT amid competition from Gemini 3 and Opus 4.5.
  • Sam Altman's memo reprioritized engineering away from ads and new features to core model quality and reliability.
INSIGHT

Frontier Models Narrow The Moat

  • Gemini 3 and Anthropic's Opus 4.5 have materially narrowed OpenAI's lead on model quality.
  • The competitive pressure forces OpenAI to either catch up or be outflanked by Google and Anthropic.
INSIGHT

Personalization Over Safety Tradeoffs

  • OpenAI's memo prioritized personalization, better refusal behavior, speed, and reliability for ChatGPT.
  • The shift suggests a Facebook-like engagement play that may change content and safety incentives.
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