Wall Street Ruined

@harrison.about.money

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SoundTikTok sound · original sound - harrison.about.money

Promoted product

Kronos

Kronos: A Foundation Model for the Language of Financial Markets - shiyu-coder/Kronos

2 videos2 creators

Why it worked

The video leverages a strong hook by claiming a free AI model has replaced expensive Wall Street software, creating immediate intrigue. It then clearly explains the product's function and value proposition, contrasting it with traditional methods and highlighting its accessibility.

Summary

This video introduces Kronos, an open-source AI foundation model trained on extensive financial market data. It claims to replace expensive proprietary Wall Street software by analyzing candlestick data to predict market movements, and is freely available on GitHub.

Structure

1Introduction of Kronos replacing Wall Street software
2Explanation of Kronos's capabilities and data processing
3Comparison to ChatGPT for tokenization
4

Original caption

comment Kronosis Kronos AI just replaced a $30K Wall Street software with a free GitHub model that reads stock data like a language. Next-level trading bot innovation. #kronosai #stockmarketai #opensourceai #tradingbot #fintechinnovation https://github.com/shiyu-coder/Kronos

More from @harrison.about.money

Product placement

Kronos: an AI model that analyzes financial market data (candlestick data, OHLCV) to predict future market movements. It ACTS by processing this data and outputting predictions. Removing it would change the video's topic. GitHub: a platform for hosting code repositories. It APPEARS as the place where the Kronos model is hosted. Removing it would not change the video's topic. Wall Street: refers to the financial industry and its firms. It is discussed as the entity that traditionally uses proprietary models. It ACTS as a point of comparison for the new AI model. Removing it would change the video's topic. NYSE: a stock exchange. It APPEARS as a watermark/logo in the background. Removing it would not change the video's topic. Goldman Sachs: a financial services company. It APPEARS as a logo on a screen. Removing it would not change the video's topic. Delta: a company/brand. It APPEARS as a logo on a screen. Removing it would not change the video's topic. CVS: a company/brand. It APPEARS as a logo on a screen. Removing it would not change the video's topic. Polymarket: a prediction market platform. It ACTS as a place where the Kronos model's predictions are used or compared. Removing it would change the video's topic. Binance: a cryptocurrency exchange. It ACTS as a source of data for the Kronos model. Removing it would change the video's topic. ChatGPT: an AI language model. It is mentioned as a comparison point for how Kronos tokenizes data. It ACTS as a reference for tokenization. Removing it would change the video's topic.

Call to action

Comment Kronos and I'll DM you the link

On-screen text

Wall Street Ruined Kronos: A Foundation Model for the Language of Financial Markets README MIT License News Introduction K-line Tokenization Autoregressive Pre-training Causal Transformer Block STEP 3: Generating forecasts Data loaded Market Data Parameter Value Symbol BTC/USDT Timeframe 15m Candles loaded 480 Period 04/10 17:45 to 04/15 17:30 Current price $74,140.88 24h range $73,580.85 - $74,506.84 Last 180h Model ready STEP 4: Generating forecasts KRONOS Polymarket - Probability Engine - Live Demo STEP 1: Fetching market data BTC/USDT 0:00:01 Downloading OHLCV candles... Used Github Searched channels "alpha-b Read messages Opened pull request Thinking Exploring 4 files, 1 search, 1 list Read launch-score.test.js Read package.json Read launch-score.js Used Github way Chat GPT into tokens Except this isn't reading English. language of financial markets. wincy.eth @gusik4ever Apr 15 Kronos is a foundation model trained on 12B+ candlestick records from 45+ exchanges It takes OHLCHV candles in, outputs predicted candles out Temperature sampling lets you generate 50-100 different forecast trajectories per run // Polymarket has 3,455 active crypto markets. $83M+ volume Most resolve on Binance BTC/USDT 1-min candle data, the exact same format Kronos was trained on // The method: > Pull 480 candles from Binance (free via ccxt) > Run Kronos 100 times with temperature sampling > Count how many trajectories cross the strike price > 68 out of 100 cross $75K - your estimate is 68% > Polymarket prices it at 75% Kronos trained on data from over 45 stock exchanges around the world. crypto forex And the model is completely free. Wall Street firms have spent proprietary models like this. researchers just gave it away. Comment Kronos and I'll DM

Transcript

A $30,000 software that Wall Street has depended on for years just got replaced by a free GitHub model that reads stock data like a language. Next-level trading bot innovation. Kronos is a foundation model trained on 12B+ candlestick records from 45+ exchanges. It takes OHLCHV candles in, outputs predicted candles out. Temperature sampling lets you generate 50-100 different forecast trajectories per run. Polymarket has 3,455 active crypto markets. $83M+ volume. Most resolve on Binance BTC/USDT 1-min candle data, the exact same format Kronos was trained on. The method: Pull 480 candles from Binance (free via ccxt). Run Kronos 100 times with temperature sampling. Count how many trajectories cross the strike price. 68 out of 100 cross $75K - your estimate is 68%. Polymarket prices it at 75%. Kronos doesn't look at charts the way you do. It takes raw candlestick data, the opens, closes, highs, lows, and volume, and converts it into tokens, the same way ChatGPT turns words into tokens. Except this isn't reading English. It's reading the language of financial markets. And the model is completely free. Wall Street firms have spent billions building proprietary models like this. A group of researchers just gave it away. Comment Kronos and I'll DM you the link.