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The Hidden Cost of AI Agent Loops: Reprocessing the Same Context
Where KV, prefix, prompt and semantic caching actually help and why answer reuse needs a stricter validity boundary.Continue reading on Medium »
Decapitating a MacBook (2025)
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7 Machine Learning Algorithms Every Python Developer Should Know in 2026
I wasted 3 months using the wrong algorithm. Here s what I wish someone said me earlier.Continue reading on Medium »
Nvidia Promised to Keep Hugging Face Open. Read the Filing.
The openness pledge is more binding than a blog post and narrower than the neutrality that made the platform worth $12.93 billionContinue reading on Medium »
AI, Tools and Transformation
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GPT-6 Astra on robot arms
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99 Claude AI Commands That Turn It From ‘Nice Chatbot’ Into Your Sharpest Collaborator
(Plus the Real Slash Commands Hiding Inside Claude Code These Ones Actually Exist)Continue reading on Activated Thinker »
Sora 2 vs. Veo 3.1: Which AI Video Generator Is Actually Production-Ready?
OpenAI went viral. Google went pro. Only one of them fits in a real client workflow.Continue reading on Generative AI »
I Prepared for the Amazon Interview Like a Software Engineer. That Was My First Mistake.
The coding round was not what broke me. The system design was not what broke me either. I failed because I treated Amazon like another Continue reading on Javarevisited »
Chrome again exempts Google from user site data settings
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If an AI Commits a Crime, Who Exactly Committed It?
On 7 August 2025, OpenAI launched GPT-5 and, in the same motion, removed the older models from the ChatGPT picker about nine of them Continue reading on Medium »
Seattle Times and Newsday are the latest publications to sue OpenAI and Microsoft
Two more news organizations are suing OpenAI and Microsoft over the supposed use of their journalism to train AI.