Iβm actually a ladder subscriber π But sometimes I want something a lot simpler, so I vibe coded the app on the side.
AI
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Tesla FSD on HW3 Leads Competition, HW4 Robot Arrives
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FSD on HW3 is already way better than anything available from any other company. And keeps getting better. And we have a HW4 robot too. Even better!
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AI Agent Learns Autonomously and Updates Website Content
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The question you should ask is "are my AI agents smart enough?" I built lists of the smartest. More than 50,000 here on X: https://
x.com/scobleizer/lis
ts
β¦ Then told my AI agent to go learn. It just added some new sections to https://
alignednews.com/ai My Agent is getting smarter every -

Agentic AI Full Stack: Where Most Systems Actually Fail
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Most people still think Agentic AI is just ChatGPT plus tools. They are wrong. This diagram matters because it shows the full stack. Five layers. And in my view, most failures do not happen in the models. They happen in layers four and five. π/ ππ & π π π§π΅π²
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Microsoft vs OpenAI: Same Models, Different Execution Strategies
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It is really interesting that Microsoft and OpenAI have access to the exact same models at the exact same time, and they have done such different things with them. A rare pure experiment with a no-name startup and one of the biggest firms on earth with the same product offering.
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GenAI Cognitive Dependency Threatens Innovation Among Graduates
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Warning: GenAI-induced cognitive surrender may kill innovation. Consider the following, from CEO @wadhwa
βs newsletter: βI have been speaking with recent graduates in India, many of them highly recommended, and on paper they look exceptional. The emails are polished, the resumes -
OpenAI Launches GPT-5.5-Cyber Frontier Cybersecurity Model
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we're starting rollout of GPT-5.5-Cyber, a frontier cybersecurity model, to critical cyber defenders in the next few days. we will work with the entire ecosystem and the government to figure out trusted access for cyber; we want to rapidly help secure companies/infrastructure.
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MacTok: AI Image Generation With Just 64 Tokens
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Can AI generate images with just 64 tokens instead of thousands? Researchers from Fudan University introduce MacTok, a new continuous tokenizer. It uses clever image masking and representation alignment to prevent information loss, forcing the model to learn robust visuals
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Gemini Chatbot Struggles With Tool Integration and Persistence
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I think the Gemini chatbot has all the pieces to be a useful tool, but struggles to put it all together. It still doesn't seem to know what files it can create or how its tools work together. It also seems to get "discouraged" a lot, giving up rather than finding new solutions.