You can do this better with multiple prompts, or with a series of agents to refine a puzzle, but single prompt approaches run into the problem that the AI creates extraneous stuff for the puzzle which it cannot then remove, forcing it to build increasingly weird justifications.
AGI
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AGI Jobs v2 Master Guide: AI Agent Staffing Solutions
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[ AGI Jobs ] "AGI Jobs v2 Master Guide" GitHub : https://
github.com/MontrealAI/AGI
Jobsv0/blob/main/docs/master-guide.md
… “If you’re not AGI-Agent‑staffed, you’re understaffed.” $AGIALPHA #AGIALPHA #AGIJobs -
AGI Jobs: Staff Your Organization with Intelligent Agents
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[ AGI Jobs ] “If you’re not agent‑staffed, you’re understaffed.” GitHub : http://
github.com/MontrealAI/AGI
Jobsv0
… “We Choose to Ascend with AGI” #AGIALPHA #AGIJobs #AGIStaff -
Self-Evolving AI Agents: Continuous Adaptation Through Feedback
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9. Self-Evolving Agents This survey reviews techniques for building self-evolving AI agents that continuously adapt through feedback loops, bridging static foundation models with lifelong adaptability.
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AI replacing humans: Hinton’s 50% extinction warning
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8/ What happens next? Factories run by robots.
Doctors replaced by AI.
Government decisions made by code. Jeffrey Hinton, godfather of AI, gives us a 50% chance of extinction. He quit Google to warn us. -
Economic impact when AI automates itself and scales massively
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7/ The economic impact? Once AI automates itself:
• AI researchers will scale to 100M+ copies
• Each working at 100x human speed
• Costs dropping 9–900x per year That’s like buying a Tesla for $50…
And it drives better. -
AI CEOs predict AGI within 2-5 years, models self-code
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5/ The reality? Top CEOs & AI pioneers agree it's near. • OpenAI
• Google DeepMind
• Anthropic All believe AGI is coming in 2–5 years.
And models are already writing most of their own code. -
AGI is like atomic bomb; superintelligence like hydrogen bomb
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4/ This could lead to superintelligence. AGI is like the atomic bomb.
Superintelligence is the hydrogen bomb. Same category.
Different universe. One wipes out a city.
The other, a continent. -
AI’s recursive self-improvement is now accelerating reality
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2/ What's the threat? AI is now improving itself – writing its own research, coding better models, optimizing its own learning loops. This isn't only evolution.. It's acceleration. Recursive self-improvement is no longer theory.
It's happening. -
AI leaps from average to genius; scientists warn of 4-year overtake
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BREAKING: AI went from "average Joe" to "borderline genius" in just 12 months. The world’s top scientists are now warning:
We may have 4 years left before machines overtake us… for good. This isn’t sci-fi. Here's what you need to know :