python is great also i love swe bench btw just might not be the highest signal point of comparison between Claude and chatGPT these days
@jxmnop
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SWEbench Scores Inflated by Django Training Data Bias
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good time to remind everyone that a high score on SWEbench really just indicates the training data contained a sufficiently large proportion of Django
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GPT-5 Long-Context Training Methods and Capabilities
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most impressive part of GPT-5 is the jump in long-context how do you even do this? produce some strange long range synthetic data? scan lots of books?
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Business Success and Failure Predictability Patterns
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yeah that’s right. just seems so obvious that certain businesses are going to fail (or succeed) sometimes.
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VC Funding Waste: Why AI Startups Burn Millions Without Impact
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the VC world provides a lot of value but sometimes it feels like they just set money on fire. several startups i know raised ~100M total three years ago to make AI, built software nobody ever used, and now they all work elsewhere on unrelated things. where'd all that money go?
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Author-Reviewer Effort Asymmetry in Academic Peer Review
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it seems usually the other way around • authors spend incredible amounts of time optimizing rebuttal responses
• reviewers spend little time reading (sometimes just click the button) (some reviewers are good though) -
NeurIPS Rebuttals: Researchers Share Frustrations During Review Season
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strange in the social media era to feel that everyone is working on NeurIPS reviews & rebuttals rn but no one is talking about it publicly. i contributed to three rebuttals. one of the three was extremely frustrating. who else is working on rebuttals? how's it going for you?
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Sam Altman’s AI Model Ambitions Lack Self-Awareness
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sam altman wants to build a model that’s rated 3200 on codeforces but has no idea who Sam Altman is and i think that’s beautiful
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GPT-OSS Model Performance: Coding Excellence Mixed with Factual Hallucinations
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i’ve spent the last couple hours talking to gpt-oss and can safely say it’s unlike any model i’ve tested one second it’s coding for me at a professional level, the next it’s making up basic facts and clinging to them no matter what i say something very strange is going on
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Choosing Your Own Reward Function in AI Systems
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at least i get to choose my own reward function