Nori-30M: A Small Open Model That Beats Tuned CatBoost at Regression
A head-to-head regression benchmark of Nori-30M, TabPFN-3, TabICL-v2, and TabFM against tuned and untuned CatBoost.
AI Horizon Forecast
Explaining complex AI models as clear as daylight. Focusing on time series and latest AI research.
Latest episodes
Do Tabular Foundation Models Actually Beat CatBoost? - Part 2
A head-to-head benchmark of TabPFN-3, TabICL-v2, and TabFM against tuned and untuned CatBoost.
Tabular Foundation Models Are Not Plug-and-Play - Part 1
The pretrained models beating gradient boosting come with hidden settings. A guide to TabPFN-3, TabICL-v2, and TabFM
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: Time Series Forecasting Finally Scales Like LLMs
5 model variants, one training recipe, clean scaling from 4M to 2.5B
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
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.
Time Series Foundation Models: A Deep Dive into Strengths and Limitations
What works, what doesn’t, and how to make them work beyond the hype
TabICLV2 for Time Series Forecasting: A Complete Tutorial
Turning a leading tabular foundation model into a zero-shot forecaster.
How to Build an AI Document Assistant App with Docling and LangChain
Part 3 on integrating a chatbot with your personal document collection
Part 2: Making Documents Searchable with Vector Stores and Retrieval
Building RAG pipelines with Chroma and LangChain
Docling: Extracting Structured Data from PDFs and Documents
Part 1 on integrating a chatbot with your personal document collection
MOIRAI-2 Technical Report: Discussing the Recent Advances in Foundation Time Series Models
Exploring the upgraded foundation time series model.
Chronos-2: Cold-Start Forecasting with Short Histories and No Training — A Practical Tutorial
An interesting case with the Chronos-2 foundation model
Chronos-2: Multivariate Zero-Shot Forecasting with External Covariates
Amazon Research's upgraded model smashed the benchmarks
Chronos-2: Zeroshot Multivariate Forecasting with Covariates — A Practical Tutorial for Retail Forecasting
The popular foundation forecasting model received an upgrade!
TimesFM-2.5 + External Covariates: A Practical Retail Forecasting Tutorial
Enhancing the popular foundation model with external covariates
Transformers, Time Series, and the Myth of Permutation Invariance
Beware the false prophets of forecasting!
Adapting Time-Series Foundation Models at Inference Time
TimesFM-ICF: Letting foundation models learn as they predict!
TimesFM-2.5: Hands-On Tutorial with Google's Upgraded Forecasting Model
Google's foundation forecasting model received its 3rd upgrade!