News
Tantoryn AI news together with relevant news and substantive material from the broader AI and ML field, starting from 2026-08-18. Earlier project history is available through the Build History selector.
Tantoryn AI now has a public Verified Forward History, showing which selected project events and records were committed at a specific point in time. Independent timestamping is provided by vBase. This is not proof of profitability — it answers a different question: what was recorded, and when.
Read full articleOver the past three weeks we prepared Tantoryn AI for a larger team, expanded its public side and started a new stage of ML testing — in which a simple baseline outperformed the first model of the new series.
Project UpdateOver the past two weeks we finished a new causally correct ML dataset, compared several model families, found a limitation in how the learning task was framed and replaced it with a better-grounded learning objective.
ResearchWe reviewed how a model can accidentally use information that did not yet exist at decision time, and we are applying stricter point-in-time rules when preparing data and validating Tantoryn AI's ML components.
ResearchRecent 2026 research suggests that for financial ML, the choice of model matters less than rigorously verifying the entire experiment behind it, from data and features to real execution costs.
MilestoneTantoryn AI completed a technical-analysis stage that compared machine-learning approaches for finding trade candidates and for evaluating them, then chose the strongest options to carry forward.
MilestoneTantoryn AI now has a permanent public home for project news: research notes, engineering milestones, runtime updates and honest negative results.
ProductWith the new Tantoryn AI website live, here is a plain-language summary of what is actually running today — and what is still research.
