Explaining complex AI models as clear as daylight. Focusing on time series and latest AI research.
| Platform |  | Pricing | Freemium | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 58 | Founded | 3 years ago | Last Issue | 11 days ago |
| Active | |||||
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aihorizonforecast.substack.comLatest Issues
Toto-2.0: 5 Silent Failure Modes to Avoid for Full Performance (+Tutorial)
Toto-2.0 is a top-tier foundation model - here is how to actually leverage its full potential
Toto-2.0 currently sits at the top of the foundation-model tier on the GIFT-Eval leaderboard. The model shows real capability across a wide range...
Toto-2.0: Time Series Forecasting Finally Scales Like LLMs
Toto-2.0 sets a new bar for time series foundation models.
In previous articles, we covered Toto-2.0 through practical tutorials, sharing a Retail Forecasting walkthrough and exploring the BOOM and TIME benchmarks.
Now it’s time to look a...
Toto-2.0: Learning to Forecast Sparse Time Series Without Training
Understanding, benchmarking, and using a foundation model for sparse and intermittent time series forecasting without training
In the previous article, we looked at Toto-2, Datadog’s latest foundation model on a retail forecasting task.
Toto-2.0: The Upgraded Time-Series Foundation Model (+Retail Forecasting Tutorial)
Datadog's new open-weight SOTA model tested on a retail forecasting project.
It feels like every few weeks, there’s a breakthrough in time-series foundation models.
Time Series Foundation Models: A Deep Dive into Strengths and Limitations
Created with GPT-image
Time series foundation models are one of the biggest shifts in forecasting in the last 2 years.
They have real potential, and they can perform very well in the right setting.
But they also have weaknesses. A lot of...
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Data Scientist at Persado • Making AI simple
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