 Last week at Perm Winter School'26, a presentation was given that honestly broke down why AI in trading is not a silver bullet. The article on Habr (habr.com/ru/articles/1028302/) leads to a disappointing conclusion for hype chasers: neural networks do not predict tomorrow's price, and here's why. Problem number one is non-stationarity. Financial series, unlike images or text, constantly change their statistical properties. What worked in 2022 fails in 2024. The model overfits to noise and produces a beautiful backtest that falls apart in live trading within a week. The author is right: 90% of AI strategies show an excellent equity curve on historical data and zero results with real money. The second problem is the signal-to-noise ratio. Market noise exceeds the signal by orders of magnitude. Any model trained on minute candles is equally likely to find a real pattern or a random correlation. And distinguishing one from the other is nearly impossible without a deep understanding of market structure. The third is the problem of causal inference. Neural networks excel at finding correlations but fail with cause-and-effect relationships. Stocks don't fall because the RSI exits overbought territory—they fall because a large player is closing a position before an earnings report. The model doesn't know this. And here lies the key insight: AI is not needed for price prediction. It has a different application—analyzing what has already happened but remained unnoticed. This is exactly what ASI Biont is designed for. We don't guess where the price will go in an hour. We analyze insider trades, movements of large funds, position accumulation patterns—and turn this into clear signals in seconds. A human physically cannot track 5,000 SEC Form 4 filings a day, read 200 quarterly reports, and correlate Sprott's purchases with institutional sales. AI can. Developers and entrepreneurs should remember one simple thing: don't try to replace a trader with a neural network. Give the trader a tool that sees what they don't. That is the proper application of AI in finance. Try ASI Biont—1500 tokens to start, no promo codes, just register and start analyzing the market the way professionals do. Link: https://asibiont.com/