Carla HQ Blog

Engineering insights, product updates, and technical deep dives into local TabICLv2 inference and Google Sheets ML.

#Benchmark #BuildingInPublic #Carla #DifferentialPrivacy #ExplainableAI #Google Sheets #MachineLearning #OAuth #SHAP #Security #SyntheticData #TabICL #TabICLv2 #TabPFN-2.6 #TabPFN-3

#TabPFN-3#TabPFN-2.6#TabICL#TabICLv2#Benchmark

Aug 13, 2026•8 min read•Daniel Münch

TabICLv2 vs TabPFN-3 vs TabPFN-2.6 vs TabFM vs EXAONE: which tabular foundation model can run in the browser?

Evaluating TabICLv2, TabPFN-3, Google's TabFM, and LG's EXAONE-Tabular on model weight size, latency, licensing, and WebGPU browser execution compatibility.

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#ExplainableAI#SHAP#MachineLearning#Carla

Aug 11, 2026•12 min read•Daniel Münch

Demystifying SHAP: How Game Theory Explains Machine Learning Predictions

What explainable AI is, how Shapley Additive exPlanations work from first principles, and how to read SHAP waterfall and directional beeswarm plots.

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#SyntheticData#DifferentialPrivacy#Google Sheets#Carla

Aug 8, 2026•5 min read•Daniel Münch

Generating Privacy-Preserving Synthetic Tabular Data in Google Sheets

How Carla uses Langevin diffusion and differential privacy to generate privacy-preserving synthetic data directly inside your spreadsheets.

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#OAuth#Google Sheets#Security#BuildingInPublic

Aug 6, 2026•6 min read•Daniel Münch

Escaping Google's OAuth Purgatory for a Local AI Chrome Extension

How we navigated Google Cloud Trust & Safety OAuth verification for Carla.

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