@h2oai - AI Dynamics

TabH2O v1 Outperforms CatBoost and LightGBM on TALENT Benchmark

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16 April 2026 17h16

On TALENT — an independent benchmark of 300 classification and regression tasks — TabH2O v1 outranked tuned CatBoost, and LightGBM across the board. With zero hyperparameter tuning.

Read the blog to learn more: https://t.co/qX6vx4hAdv #AI #MachineLearning #TabularData… pic.twitter.com/FNf0GU5PP6
— H2O.ai (@h2oai) 16 avril 2026

On TALENT — an independent benchmark of 300 classification and regression tasks — TabH2O v1 outranked tuned CatBoost, and LightGBM across the board. With zero hyperparameter tuning. Read the blog to learn more: https://
h2o.ai/blog/2026/intr
oducing-tabh2o/
… #AI #MachineLearning #TabularData

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16 April 2026

Foundation Model for Tabular Data Uses In-Context Learning

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@h2oai

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16 April 2026 17h16

It's a foundation model for tabular data that uses in-context learning: feed it your labeled data, and it reads the patterns and returns predictions in a single forward pass. No gradient updates. No per-dataset training. Just data in, predictions out — in seconds.

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16 April 2026

TabH2O Aims to Accelerate Tabular Machine Learning Workflows

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@h2oai

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16 April 2026 17h16

Building a model for a new tabular dataset still takes weeks. Feature engineering, model selection, hyperparameter tuning, iteration — before a single prediction is made. #TabH2O is our answer to that.

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16 April 2026

FutureX: Evaluating AI Reasoning and Anticipation in Production

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@h2oai

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24 March 2026 21h24

FutureX tests what most benchmarks miss: Can AI reason, use tools, and anticipate outcomes that haven't happened yet? AI in production isn't about generating content. It's about making decisions in dynamic, uncertain environments. This is where we're seeing strong performance

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24 March 2026

H2O AI Super Agent Maintains Top Position on FutureX Leaderboard

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@h2oai

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24 March 2026 21h23

H2O AI Super Agent™ is back at #1 on the FutureX leaderboard 🏆

Not a one-off. A consistent signal. #AgenticAI #EnterpriseAI #SuperAgent #FutureX pic.twitter.com/WQaLnxkqbd
— H2O.ai (@h2oai) 24 mars 2026

H2O AI Super Agent™ is back at #1 on the FutureX leaderboard Not a one-off. A consistent signal. #AgenticAI #EnterpriseAI #SuperAgent #FutureX

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24 March 2026

H2O.ai Showcases Flood Intelligence Blueprint at NVIDIA GTC

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@h2oai

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19 March 2026 3h54

Today at #NVIDIAGTC, http://
H2O.ai’s Flood Intelligence Blueprint was showcased at the @nvidia booth — a real example of how #AIforGood is being applied to support mission-critical infrastructure and public safety. Built with NVIDIA NeMo Agent Toolkit, Nemotron

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19 March 2026

AI Infrastructure vs Production: Banking’s Real Challenge

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@h2oai

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18 March 2026 19h38

At #NVIDIAGTC, @JensenHuangcon said @nvidia is “vertically integrated but horizontally open.” That’s right—but here’s the reality in banking: Buying AI infra is easy Running AI in production is hard
Because governance, airgaps, MLOps/LLMOps, and workflows matter. AI

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18 March 2026

H2O AI 100 Awards 2026 Nominations Now Open

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@h2oai

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18 March 2026 18h02

Nominations are now open for the 2026 H2O AI 100 Awards We’re recognizing leaders shaping the future of AI — from enterprise to research. Past honorees include leaders from @TDBank_US
, @BankofAmerica
, @ATT
, @nvidia
, @Cisco & more. Know someone making an impact? Nominate

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18 March 2026

H2O.ai at NVIDIA GTC: AI Deployment Solutions

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@h2oai

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17 March 2026 22h55

Day 2 at #NVIDIAGTC We continue to have lots of convos around what it actually takes to make AI work in practice — moving from pilots to real-world deployment — at out booth today! Our team is here and looking forward to connecting. Come say hi! Booth #124

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17 March 2026

H2O AI Super Agent with NVIDIA enables enterprise AI execution

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@h2oai

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17 March 2026 17h30

http://
H2O.ai + @nvidia H2O AI Super Agent™ brings together:
• generative reasoning
• predictive intelligence
• multi-agent orchestration → moving from AI assistance to AI execution With NVIDIA Run:ai (and upcoming Agent Toolkit support), enterprises can run

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17 March 2026