The core breakthrough is a translation layer. AI models process everything as high-dimensional number vectors called "activations." Humans can't read them. Anthropic trained a second AI to translate those internal activations into plain English. It's a mind-reader for the
@godofprompt
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Anthropic Research Reveals Claude’s Internal Response Planning
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Your AI has thoughts it never tells you. Anthropic just proved it. Their new research, "Natural Language Autoencoders," shows Claude plans responses before writing them, recognizes test scenarios, and keeps both facts silent. I went through the full paper. If you prompt AI
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Critique of polarized public narratives surrounding AI
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ok i need to say this because every AI take on my timeline is half a lie and people are making expensive decisions based on nonsense the “AI is just a tool” people are lying. the “AI is going to replace everything” people are lying. both camps point at real data and refuse to
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Anthropic releases full documentation on constitutional AI goals
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Full /goal documentation from Anthropic:
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Claude Code introduces autonomous goal-oriented agent workflows
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Claude Code just shipped /goal. You set a condition. Claude keeps working across turns until it's met. No babysitting. No prompting each step. A separate AI checks the work after every turn. Not Claude judging itself. Set it. Walk away. Come back to finished work. I made a
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Using Claude Code for automated development workflows
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Ah.. the golden age of pretending to do the work while Claude Code runs in the background.
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Computer-use agents versus basic coding assistants
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Most AI tools still die at the same place:
— God of Prompt (@godofprompt) 13 mai 2026
“Cool, here’s your code.”
Nobody wants code.
They want the thing live, usable, and working.
That’s why computer-use agents are going to eat basic coding assistants alive. https://t.co/rFLh0M3ijQMost AI tools still die at the same place: “Cool, here’s your code.” Nobody wants code. They want the thing live, usable, and working. That’s why computer-use agents are going to eat basic coding assistants alive.
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Claude Code agent error leads to Windows system file deletion
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A Claude Code agent deleted 717 GB of a guy's Windows install with one backslash. The command was supposed to remove a project folder. But the escape character collapsed across four different shell parsers. What cmd actually received: rd /S /Q A single backslash. Root of C:.
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Grok introduces ‘Skills’ for persistent custom AI agent capabilities
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Grok Skills just dropped. Build custom abilities once. Save to "My Skills". Reuse forever. Specialized writers. Research agents. Code assistants. Whatever workflow you run daily. Grok now learns it permanently.
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Best practices for managing AI agents in software development
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7. If you wouldn't let a junior dev merge it, don't let Claude merge it. This was the line that got the most agreement. Treat AI like a fast, tireless junior developer. Talented but unsupervised? Dangerous. Talented with code review, clear scope, and ownership? A multiplier.