NeuPortal blog
AI × Markets, in plain English
Clear guides as we build in the open — knowledge, never signals.
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What Is Meta Muse? The AI Agent at No. 1 in the App Store, and Is It Safe to Give It Your Accounts?
Meta Muse books, shops and sends email for you. What it costs, how its security works, what has already gone wrong, and how to switch off AI training.
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Can AI Destroy Humanity? What the Evidence Actually Shows in 2026
Estimates of AI causing human extinction run from 0.38% to 16% depending on who you ask, and 63% of Americans think it could happen. Here are the three mechanisms, what the 2026 International AI Safety Report changed, and why the forecasters on both sides were no better than trend extrapolation on the questions that could actually be scored.
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How Often Do AI Agents Actually Finish the Job? 66% Once, 47% Every Time
Thinkingbox runs 507 stateful business workflows past AI agents 20 times each and reports pass^20, not just pass@1. The strongest model solves 66.50% on one attempt and 47.53% on all twenty; another posts 89.35% pass@20 and 7.50% pass^20. What that gap means for agents running unattended, why the attempts are not coin flips, and how to measure your own.
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ChatGPT for Financial Services: What a 69.9% Score Means at a Real Desk
OpenAI put GPT-6 Astra in the junior banker seat on 10 September 2026 and published a score: 69.9% on a financial document benchmark. Here is what that rate does to a deck, what citations do and do not prove, and the checking step to run before it touches client work.
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GPT-6 Astra Explained: What It Can Do, and What It Changes for Building Software
OpenAI released Astra on 3-4 September 2026 and called it the most intelligent and aligned model in the world. Here is what is verified, what is claimed, and what it means if you build AI products or write code for a living.
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TikTok From Zero to $100 a Day: The Complete Operating Manual
Creator Rewards pays $0.40 to $1.00 per thousand qualified views. Here is the whole system built backwards from that number - account setup, how to find what is working, how to build your own version of it, and what to do every single day.
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Your 30-Day Backtest Has 3,275 Windows and 110 Observations
Slide a window across price history and you get thousands of samples. Almost none of them are independent. Here is the arithmetic, measured on real Binance history, and what it means for every confidence interval you have ever published.
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The Switch and the Wire: How AI Would Actually Take Over
Nobody needs to conquer humanity. They only need to run the electricity and the internet. A thought experiment about the quietest possible takeover - and the honest reasons it may never happen.
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Can AI Reverse Aging? A Bet on the Direction, Not the Date
A clip promised that by 2050 we will turn hundred-year-olds back into twenty-year-olds. I will not defend the date. I want to defend the direction - as a metaphor, a speculation, and a question worth holding honestly.
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AI Companies in 2035: The Money, the Risks, and Whether It Is Worth Investing
A handful of companies are racing for the top of the most expensive podium ever built, and trillions of dollars rest on one assumption nobody has proven yet. Here is the honest picture, the numbers I can actually source, and why I am not going to tell you to buy anything.
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