her framing changed how i think about this. not "when will AGI arrive?"
but "how do we prepare for AI that's already human-level in economically valuable domains?" maybe we're having a philosophical debate while the thing we're debating quietly shows up and starts working.
@godofprompt
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Reframing AGI: prepare for human-level AI already at work
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AGI becomes whatever AI cannot yet do
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chess? "just brute force calculation." go? "pattern matching." writing? "fancy autocomplete." coding? "well it can't do EVERYTHING…" the definition of AGI has quietly become "whatever AI can't do yet."
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Daniela: AI success shifts goalposts, redefining human intelligence
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daniela's actual point was sharper than the headlines. "the construct itself is now wrong. or maybe not wrong, but just outdated." we keep moving the goalpost. every time AI achieves something we thought required human intelligence… we retroactively decide it doesn't
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Claude outperformed every human candidate on Anthropic’s engineering test
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here's the part that stuck with me. claude outperformed every human candidate who's ever taken anthropic's internal engineering hiring test. not most. every single one in the company's history. a 2-hour rigorous assessment designed to filter for elite engineers. so what
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Claude Opus 4.5 hits 80.9% on SWE-bench, first to break 80%
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the benchmark data made me pause. claude opus 4.5 hit 80.9% on SWE-bench verified. first model to ever break 80%. this isn't leetcode. it's real github issues from production repos. the actual work developers do. 4 out of 5 real-world bugs. solved.
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When does AI assistance become replacement? 60% engineering work on Claude
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i looked up the internal numbers. their engineers are using claude for 60% of their work. not "sometimes helps with debugging." sixty percent of everything. 50% productivity gains. 2-3x better than a year ago.
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Daniela Amodei says Claude matches human-level coding at Anthropic
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daniela amodei on CNBC: "by some definitions of that, we've already surpassed" human-level AI. her example was coding. she said claude writes code "about as well as many developers at anthropic now." anthropic. the company that probably employs some of the best engineers on
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Anthropic President Admits AGI May Have Already Happened in Some Domains
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anthropic's president just casually admitted AGI might have already happened. not "we're close." not "maybe next year." already happened. in some domains. while everyone was still arguing about the definition. this hit different when i actually read what she said:
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Shortcut system prompts hack for SEO and writing efficiency
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prompt hack that saves me hours:
add shortcuts directly to your system prompt examples i use for seo:
/article → generates full draft /optimize → SEO keyword pass /outline → structure first for writing:
/shorten → compress without losing key ideas
/humanize → remove -
Claude Mastery Guide: How to Prompt It Correctly
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Claude is the smartest AI right now. But 90% of people prompt it like ChatGPT. That's why I made the Claude Mastery Guide: → How Claude thinks differently
→ Prompts built for Claude
→ Workflows that use its strengths Comment "Claude" and I'll DM it free.