> be me
> curious how X decides who goes viral and who gets shadowbanned into oblivion > read the source code. all of it. 400,000 lines
> it's a mess. it's a masterpiece. it's a threat model disguised as a social network > proceed to get 7M impressions and 7k followers in 9
@theahmadosman
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X Algorithm Source Code Analysis Reveals Viral and Shadowban Mechanisms
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Anthropic Leadership Change: Focus Shifts to GPU Business
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Announcement Theo is gonna take it from here all matters Anthropic I will be moving on and going all in on the Buy a GPU thing I would like to thank everyone for their endless support End of Announcement
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Master Deep Research: Instant Top 1% AI Strategy
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i have an article on how to use deep research use it right and you're instantly top 1%
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Learning Anything in Two Weeks with LLMs and Research
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you can learn anything in 2 weeks btw between deep research and arguing with llms, learning things just got way smoother, faster, and actually fun
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Agentic RL Breakthrough: Solving Long Rollout Collapse
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HUGE if you care about agentic RL most agent RL setups collapse under long rollouts either you spam tools endlessly or CoT devolves into junk in this paper, they fix it: > memory overflow detection > single-turn rollout format > length-normalized REINFORCE RECOMMENDED READ
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Complete GPU Buying Guide: 1x to 8x Builds and Budget Breakdown
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Buy a GPU, the guide, launches tomorrow > 1x to 8x GPUs builds > $2k to $15k+ budgets > inference, training, cpu offloading > complete bill of materials, where to buy, and tradeoffs > PCIe math decoded > the hard-earned lessons from experience
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Making AI a Hobby: Finding Joy Over Stress
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i made AI my hobby and that has been a blessing doesn't feel like work and i am always entertained and intrigued rather than stressed and overwhelmed
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Building and Maintaining Tech Infrastructure Through Perseverance
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the world is a patchwork of perseverance > nothing is permanent
> nothing appears magically every bench, every beam, every bridge > someone made it
> and someone fought to keep it
> and someone continues to take care of it so, do whatever you need to do to persevere -
Programming Use Cases: Model Comparison and Performance Analysis
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what are your use cases (programming languages/stacks) and how do you find it in comparison to Sonnet/Opus?