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Here's an engaging piece I found on AI coding agents running hundreds of experiments to optimize language model training, sparking debate on AI self-improvement. See link below. #AI #MachineLearning #AutoML
fortune.com/2026/03/17/andrej-karpat...

Karpathy Autoresearch: 700 Experiments Rewire AI Research If you tried to copy Karpathy autoresearch this weekend, the first thing you’d hit isn’t the 630 lines of Python. It’s the moment you realize: the GPU isn’t the bottleneck anymore, you are. TL;DR Karpathy autoresearch handed an LLM control of a tiny training repo and let it run ~700 experiments in ~2 days, surfacing ~20 tweaks that sped up a larger model by ~11%.

Karpathy’s autoresearch ran 700 experiments in 48 hrs, found tweaks that sped a model 11% — the GPU isn’t the bottleneck anymore, your process is. #Karpathy #AutoML #LLM

We are pleased to announce Carola Doerr as our second #AutoML26 keynote speaker, with the talk:
🎙️ AutoML for Black-Box Optimization

Submit your work by April 30 and join us in Ljubljana! 🇸🇮
#AutoMLConf #Slovenia #AutoML

Inteligencia Artificial Evolutiva: ¿Puede la IA Evolucionar por Sí Misma? | Academia IA | CIBERED AutoML-Zero: IA que crea algoritmos desde cero sin humanos. Google revoluciona el machine learning evolutivo. ¿El futuro de la IA? ¡Descubre el avance!

🧬 Inteligencia Artificial Evolutiva cibered.com/inteligencia...

#IAEvolutiva #AutoML #InnovacionTecnologica #Cibered

Framework Assesses AI Decisions in AutoML Pipelines A new framework evaluates AI agent decisions within AutoML pipelines, addressing the complexities of multi-stage decision-making in automated machine learning systems. The Evaluation Agent (EA) assesses intermediate decisions along four dimensions: decision validity, reasoning consistency, mode

📰 Framework Assesses AI Decisions in AutoML Pipelines

A new framework evaluates AI agent decisions within AutoML pipelines, addressing the complexities of multi-stage decision-making in a...

www.clawnews.ai/framework-assesses-ai-de...

#AI #AutoML #MachineLearning

PyCaret Tutorial: Beginner’s Guide to Automating ML Workflows PyCaret is an open-source, low-code machine learning library that simplifies and standardizes the end-to-end machine learning workflow. Instead of acting as a single AutoML algorithm, PyCaret functions as an experiment framework that wraps many popular machine learning libraries under a consistent and highly productive API  This design choice matters. PyCaret does not fully automate decision-making […]

PyCaret Tutorial: Beginner’s Guide to Automating ML Workflows

PyCaret is an open-source, low-code machine learning library that simplifies and standardizes the end-to-end machine learning workflow. Instead of acting as a single AutoML algorithm, PyCaret function…

Telegram AI Digest
#ai #automl #ml

We are excited to welcome Jure Leskovec as our first keynote speaker at #AutoML26!

🧠 Beyond the Table: Relational Foundation Models as the New Frontier of AutoML

Join us in #Ljubljana 🇸🇮 | Sept 28-Oct 1, 2026

📅 Submission deadline: Apr 30, 2026

#AutoMLConf #AutoML

🤖 GPT-5.3-Codex de OpenAI se ayudó a construir a sí mismo

El nuevo modelo de OpenAI es su agente de codificación más capaz hasta la fecha.

thenewstack.io/openais-gpt-5-3-codex-he...

#GPT53Codex #AI #AutoML #RoxsRoss

Meet @theeimer.bsky.social, Postdoc at @unihannover.bsky.social 🇩🇪, ELLIS Member working on AutoRL, hyperparameter optimization & Reinforcement Learning evaluation.

Her challenge at work: bridging #AutoML + RL and sharpening communication to make her work clear to both communities.

#WomenInELLIS

4. AutoML tools are making data science accessible to all. Small biz tip: Predict profits & cut costs for real gains. Investors: Bet on DataRobot clones. Consulting could be lucrative! #AutoML #BusinessGrowth

AutoML AutoML (Automated Machine Learning) bezeichnet Verfahren, die den gesamten Prozess des Entwickelns praxistauglicher ML-Modelle automatisieren: von Datenvorbereitung und Feature Engineering über Modell- und Hyperparameter-Suche bis zu Ensembling, Validierung und Übergabe in den Betrieb. Ziel ist, schneller robuste Vorhersagen zu erhalten, Rechenbudget sinnvoll einzusetzen und menschliche Expertise dort zu nutzen, wo sie am meisten wirkt – […]

Dein Startup verdient smarte Lösungen Die Zeit für komplexe Machine Learning Modelle ist vorbei Entdecke wie AutoML dir schnelle und robuste Vorhersagen liefert und dein Business auf das nächste Level hebt #KünstlicheIntelligenz #Startup #Innovation #Digitalisierung #AutoML

Happy New Year! 🎉 The #AutoMLConf is back, and will be heading to… 🥁🥁🥁 #Ljubljana, Slovenia - the Green Capital of Europe! 🌿
Save the date: Sept 28 – Oct 1, 2026
CfP: April 30, 2026
Stay tuned for updates, and don't forget to check out our website 2026.automl.cc
#AutoML #AutoML26

Predicting Jet Engine Failure with Python and AutoML

AutoML outperforms hand-tuned models in predicting jet engine failure, cutting error rates and accelerating predictive maintenance pipelines. #automl

5 Cutting-Edge AutoML Techniques to Watch in 2026 - KDnuggets This article discusses five cutting-edge AutoML techniques and trends that are expected to shape the landscape of highly automated machine learning model building in the 2026 year about to start.

seems like the rest of the AutoML field is catching up to how we do things with TPOT ... www.kdnuggets.com/5-cutting-ed... #automl #kdnuggets

GitHub - selcukorkmaz/fastml at devel Streamlines the training, evaluation, and comparison of multiple machine learning models with minimal code. - GitHub - selcukorkmaz/fastml at devel

Introducing fastml for R! 🚀
🛡️ Guarded Resampling: Prevents data leakage by design.
🌲 Native Survival: Custom XGBoost AFT & Piecewise engines that outperform baselines.
🔒 Security Sandbox: Safe execution for user-defined recipes.
Build robust models in one line of code. #rstats #automl #datascience

AutoML Lite is live.
A simple and lightweight AutoML tool that runs on any laptop. Trains multiple models, handles preprocessing, and picks the best one for you.
Repo: github.com/Sherin-SEF-A...

If you try it, let me know your results.
#AI #MachineLearning #AutoML #Python #OpenSource #MLTools

Optuna Dashboard Integrates with LLM: Enabling Data Filtering and Graph Generation using Natural… This article provides an overview of the newly introduced LLM integration features, along with details about the design and implementation.

Optuna Dashboard Integrates with LLM: Enabling Data Filtering and Graph Generation using Natural… This article provides an overview of the newly introduced LLM integration features, along with de...

#llm #automl #machine-learning #optuna #hyperparameter-tuning

Origin | Interest | Match

Top Machine Learning Trends to Watch in 2024 The AI Revolution Isn't Coming. It's Here. Let's be honest, trying to keep up with artificial intelligence feels like drinking from a firehose. One minute, we're impressed by an app…

Top Machine Learning Trends to Watch in 2024 #explainableAI #datasciencetrends #tinyML #largelanguagemodels #AutoML #MLOps #AItrends #AIinbusiness #futureofmachinelearning #causalAI

Nuovo plugin open source per creare modelli AI ottimizzati su MCU - Elettronica TECH AutoML open source per modelli AI efficienti su microcontrollori e dispositivi embedded tramite un plugin integrato nel framework Kenning.

L’integrazione di modelli #ML su #microcontrollori è una sfida @analogdevices.bsky.social e @Antmicro hanno sviluppato #AutoML for #Embedded per semplificare la creazione di modelli #AI

Leggi la notizia completa 👉🏻 www.elettronica-tech.it/nuov... e registrati su #ElettronicaTECH

Nuovo plugin open source per creare modelli AI ottimizzati su MCU - Elettronica TECH AutoML open source per modelli AI efficienti su microcontrollori e dispositivi embedded tramite un plugin integrato nel framework Kenning.

L’integrazione di modelli #ML su #microcontrollori è una sfida @analogdevices.bsky.social e @Antmicro hanno sviluppato #AutoML for #Embedded per semplificare la creazione di modelli #AI

Leggi la notizia completa 👉🏻 www.elettronica-tech.it/nuov... e registrati su #ElettronicaTECH

Nuovo plugin open source per creare modelli AI ottimizzati su MCU - Elettronica TECH AutoML open source per modelli AI efficienti su microcontrollori e dispositivi embedded tramite un plugin integrato nel framework Kenning.

L’integrazione di modelli #ML su #microcontrollori è una sfida @analogdevices.bsky.social e @Antmicro hanno sviluppato #AutoML for #Embedded per semplificare la creazione di modelli #AI

Leggi la notizia completa 👉🏻 www.elettronica-tech.it/nuov... e registrati su #ElettronicaTECH

✨ Big news ✨
Today I’m starting as Assistant Professor (Juniorprofessor) for #AutoML and #Optimization at the Lamarr Institute & @tu-dortmund.bsky.social 🚀

I spent 2.5 great and inspiring years at @lmumuenchen.bsky.social with @slds-lmu.bsky.social , supported by @munichcenterml.bsky.social 💙

A better understanding of overtuning will help the #AutoML community design more reliable optimization and selection strategies, especially in small-data regimes where robustness is critical. 🚀

🎉 Excited to share that our paper “Overtuning in Hyperparameter Optimization” (with Lennart Schneider & Bernd Bischl) won the Best Paper Award at the 4th International Conference on Automated Machine Learning! 🏆

#AutoML #HPO #MachineLearning

LEMUR Neural Network Dataset Launches to Streamline AutoML Research

The LEMUR Neural Network Dataset, an open‑source collection of PyTorch models, is now on GitHub and includes Optuna integration for AutoML hyperparameter tuning. getnews.me/lemur-neural-network-dat... #lemur #automl #opensource

Nuovo plugin open source per creare modelli AI ottimizzati su MCU - Elettronica TECH AutoML open source per modelli AI efficienti su microcontrollori e dispositivi embedded tramite un plugin integrato nel framework Kenning.

L’integrazione di modelli #ML su #microcontrollori è una sfida @analogdevices.bsky.social e @Antmicro hanno sviluppato #AutoML for #Embedded per semplificare la creazione di modelli #AI

Leggi la notizia completa 👉🏻 www.elettronica-tech.it/nuov... e registrati su #ElettronicaTECH

AutoML with AutoGluonTS Enhances Extreme Temperature Forecasts

AutoGluonTS AutoML framework boosts 90‑day extreme temperature forecasts, classifying days as above, normal or below normal using South American data (1981‑2018). Read more: getnews.me/automl-with-autogluonts-... #automl #autogluonts

XAutoLM: Meta‑Learning AutoML for Efficient Language Model Fine‑Tuning

XAutoLM, a meta‑learning AutoML framework for LLM fine‑tuning, cuts evaluation time by up to 4.5× and reduces search errors up to sevenfold, per a preprint released July 2025. Read more: getnews.me/xautolm-meta-learning-au... #xautolm #automl