Probability, markets and honest AI
Posts by the Kunkafa team on understanding Kunkafa’s confidence in market forecasts rather than treating them as certainties: what the numbers mean, what they never promise, and how to think in scenarios.
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Is AI a Bubble? The Money, the Debt and the Data
Is AI a bubble? We read the filings: circular deals, half-trillion-dollar backlogs, record capex and debt at Amazon, Microsoft, NVIDIA, OpenAI and Anthropic.
Here is how Kunkafa’s AI performed on Ethereum, 2 to 22 September
Kunkafa AI performance review on Ethereum, 2 to 22 September 2026: 25,774 forecasts in eight bands of the forecast distance, 300% to under 25%.
Here is how Kunkafa’s AI performed on Nasdaq 100, 14 to 22 September
Kunkafa AI performance review on Nasdaq 100, 14 to 22 September 2026: 5,888 forecasts in eight bands of the forecast distance, 300% to under 25%.
Here is how Kunkafa’s AI performed on Gold, 14 to 18 September
Kunkafa AI performance review on Gold, 14 to 18 September 2026: how far the gold price went toward each forecast level, by confidence, direction and duration.
Kunkafa AI market analysis and forecasting MCP
Kunkafa MCP is available on every plan. Explore the benefits and risks of combining market probabilities with news and context in your AI app.
Kunkafa vs OpenAI’s ChatGPT for Financial Services
OpenAI launched ChatGPT for Financial Services. Why reading filings is not forecasting prices, and how Kunkafa puts a calibrated probability on a move instead.
A 15-Minute Call With Kunkafa’s Co-Founder
Kunkafa offers every user, on every plan, a 15-minute onboarding call with the co-founder: what it covers, how to request it, and what it is not.
Kunkafa and Konafeh: What Do They Have in Common?
Kunkafa and konafeh: a market screen is a tangle of strands nobody can read. Seventy AI experts turn it into one card: how far, which way, by when, how sure.
One Forecast, Three Ways to Read It
Kunkafa shows one forecast three ways, from the question to the full view, designed in workshops with newcomers, learners and experienced readers.
Best AI Tools for Predicting Markets in 2026
Best AI tools for predicting stock and crypto markets in 2026: rankers, on-chain tools and language models next to Kunkafa probability forecasts.
How to Read Kunkafa Forecast Results and Accuracy
Read Kunkafa forecast results: evaluated forecasts, confidence filters, price-level hits and direction outcomes. Understand the record behind the probabilities.
Technical Indicators vs AI Market Forecasts
Compare technical indicators with Kunkafa AI forecasts. Understand historical data, predicted price changes, direction, duration and probability together.
Danelfin vs Kunkafa: AI Scores and Price Probabilities
Danelfin vs Kunkafa: compare AI stock scores with price-level probabilities, time periods and evidence. A sourced comparison, not a claim of better returns.
Stock Market Probabilities Explained
Probability, Not Prophecy: both directions, probability for every level, and the record beside each forecast.
How Kunkafa Trains and Tests Its AI Market Forecasts
Ten billion data points and seventy experts: how Kunkafa trains forecasts, checks probability against outcomes, and publishes the record daily.
How Kunkafa Estimates Price-Move Probabilities
How probability is estimated for a price move, direction and duration, then checked against what markets actually did.
Can AI Predict the Stock Market?
Can AI estimate market probabilities? Judge it by the record: what is counted, where to check it daily, and why most forecasts sit near 50/50.
AI Stock Prediction Accuracy Explained
What a 70% probability means: forecasts checked against outcomes and corrected. How to judge AI stock prediction accuracy.
Why Exact Stock Prices Are Hard to Predict
Why exact stock price forecasts are uncertain, what out-of-sample research shows, and how to assess targets alongside probabilities and past outcomes.
Can ChatGPT Predict the Stock Market?
What research shows about ChatGPT stock forecasts: useful applications, measured limitations, and why probabilities need an independently checked record.
Market Uncertainty and Price Probabilities
What probability on a movement level means, why the other side is always a glance away, and how to check the record before you believe either number.
Machine Learning for Financial Data
Understand tabular financial data, changing market relationships and model evaluation, including what foundation-model research does and does not establish.