OpenAI Calls a ‘Code Red’ + Which Model Should I Use? + The Hard Fork Review of Slop
Hard Fork
2025/12/05
OpenAI Calls a ‘Code Red’ + Which Model Should I Use? + The Hard Fork Review of Slop
OpenAI Calls a ‘Code Red’ + Which Model Should I Use? + The Hard Fork Review of Slop

Hard Fork
2025/12/05
The AI landscape is shifting rapidly as major tech players intensify their race for dominance. With new model releases and strategic pivots unfolding in real time, the pressure is mounting on industry leaders to innovate faster and smarter. OpenAI, once ahead of the curve, now finds itself reacting to bold moves from competitors.
OpenAI has declared a 'code red' in response to competitive threats from Google's Gemini 3 and Anthropic's Claude Opus 4.5, redirecting resources to accelerate ChatGPT improvements while delaying side projects. Google’s Gemini, with 650 million monthly users, challenges OpenAI’s lead with speed and integration, while Anthropic gains ground in the enterprise sector, reporting $9 billion in expected annualized revenue. Its leaked 'Soul Document' has sparked debate about AI consciousness and ethics. Experts suggest that no single model dominates across all tasks—Claude excels in coding and empathy, Gemini in speed, and ChatGPT in reliability. Meanwhile, AI-generated misinformation spreads through fake events, deepfaked ads, and viral hoaxes, raising concerns about digital authenticity. The rise of low-effort 'slop' content underscores a broader crisis in trust and creativity online, even as some explore its potential as a new cultural medium.
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05:56
Google can subsidize AI models to drive down costs and capture market share
16:31
16:31
ChatGPT 5.1 and Gemini 3 show flaws when generating content based on an unpublished study
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21:39
Claude Opus 4.5 has an empathy for users that feels genuine and distinct
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26:51
A 'Soul Document' explaining Claude's purpose was found in its model weights
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29:40
Anthropic's enterprise success is costing OpenAI significant revenue
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34:50
AI is like a higher-resolution JPEG, getting clearer over time
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37:43
Those who don't use AI have no valid opinion on its capabilities.
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53:46
A Whirlpool ad using an unauthorized AI-generated voice of a state senator won and then lost Cannes Lions awards.
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1:01:45
By 2025, slop will be a medium with good and bad content.