How machine learning reads market sentiment
Language models now scan thousands of headlines a minute. We explain what they look for, how the signal is weighted and where their blind spots are.
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Market notes from the research desk
Plain-language analysis on artificial intelligence, digital assets and the Canadian market, written by the people who build the engine.
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This month's reading list
Crypto and your tax return: record-keeping basics for Canadians
The CRA generally treats crypto disposals as capital gains or business income. Here is how to keep records that make filing season painless.
Backtests versus live trading: why the gap exists
A strategy that shines on historical data can stumble in real markets. Slippage, latency and regime changes are usually to blame.
Stablecoins in Canada: what investors should know
Canadian securities regulators treat many stablecoins as value-referenced crypto assets. We break down what that means for everyday investors.
Inside a risk model: value-at-risk explained simply
VaR puts a number on how much a portfolio could lose on a bad day. Learn how our engine uses it, and why it is only one guardrail among many.
Bitcoin halving cycles: what history does and doesn't tell us
Past halvings were followed by strong rallies, but the sample is tiny. A sober look at the data before you build a thesis around it.
Explainable AI: why every Tauxmix signal shows its reasoning
Black-box predictions are hard to trust. See how feature attribution lets you check why the engine wants to buy, sell or hold.
USD/CAD and crypto: how the loonie shapes your returns
Most digital assets are priced in US dollars. Here is how exchange-rate swings can add to, or erase, gains measured in Canadian dollars.
Overfitting: the silent killer of trading algorithms
More parameters do not mean better predictions. How our research desk tests models on unseen data before they ever touch client capital.
Cold storage, hot wallets and custody: a plain-English guide
Where your coins are held matters as much as what you buy. We compare custody models and explain how Tauxmix protects client assets.
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