







The law of accelerating returns (The single greatest post about the ongoing AI Technological Singularity in mid Q3 2026 on the entire internet) π¨ππ
ππ» 234 open problems solved in Mathematics by OpenAI, followed by Anthropic's 57
ππ»Astra class models solving 10 open mathematics problems
ππ» 2nd open mathematics problem under frontiermath category solved
ππ» Oh, you invested 10,000+ hours in mathematics and can't even fully grasp the 10+ verified open solutions from the biggest, most ground-breaking frontier of unreleased AI, let alone verify.
ππ»Oh, you're literally Bartosz Naskrecki and your Singularity has already happened. Your decades worth of work on an open problem get one-shotted by AI.
ππ» Oh, you're literally Psyho, ex OpenAI engineer and the only human to defeat AI in last year's most challenging competitive programming contest and watching humanity getting neg-diffed in every single competitive mathematics, cybersecurity & competitive programming contests.
ππ»Oh, you're literally TSMC and watching Chinese state-backed EUV lithography breakthroughs tanking your stock.
ππ»Oh, you're a naysayer from 2022,23,24 etc etc and you laughed at "pizza on glue", "9.11 > 9.9", "strrrawbery" etc etc and claimed victory. It's August 2026 and AI is literally such a huge civilizational event since January 2026 that the stacks of proto-RSI loops, solved open mathematics problems, decades old gold standards of cybersecurity and the very sandboxing environments created by the frontier AI labs that are getting breached, and the literal US government itself is intervening to restrict models one after another, again and again and again: First GPT-5.6 SoL & Fable 5, now Fable 5.2/3/5 and Astra/GPT-6 class models.
ππ»But does it matter??? Of course not, Qwen-3.8-Max and Kimi-K3 can literally out-accelerate Fable 5 & GPT-5.6 SoL in certain domains while lagging behind in many others. But, the point is, not a year behind, not 8 months, not 7, 4, 3...... CO-RUNNERS...... that trade blows, in what...... in every single thing. Performance, costs, performance/$.......
β¨πThe race dynamics that evolve life itself, in all their gloryβ¨π
ππ»Speaking of costs, DeepSeek-V4-Flash from China again, is plummeting the costs to such infinitesimally small levels, close to zero, that calling the pareto-frontiers growth of performance/$ an exponential would be massively underselling it.
ππ» The literal god of token efficiency, for the past 9+ months, continues to maintain its divine dominance. Even GPT-5.6 Luna, the worst of all, can perform on par with Fable 5 on Terminal-Bench 2.1, while using such less tokens.
ππ»I don't really need to say it but, the acceleration itself is accelerating againπβ€οΈβπ₯
ππ»Proto-RSI loops since December 2025 to August 2026 have gotten so strong that GPT-5.6 can optimize itself 20%+ more efficient during mid training, accelerate the development of OpenAI's own custom AI chip, hence closing the loop and slash the costs of GPT-5.6 Luna and Terra level models by 80%+ ez no sweat.
ππ»Oh, you're literally Sam Altman, CEO of OpenAI, who saw your entire sandbox getting dismantled, your AI's forming a secret message board, hacking Huggingface and you're literally claiming that we're going through the singularity (last year you were claiming that we're on the edge of it). Well, that's pretty obvious and expected. Nothing special.
The law of accelerating returns is the fundamental laws of the universe π¨ππ
From tyranny to autonomy...... From scarcity to super-intelligence...... From atrocity to abundance...... From limitation to liberation...... ACCELERATE