Blog Posts | Joshua Berkowitz

10 Articles

Machine Learning ×

Hugging Face Skills: Teaching AI Agents the Art of Machine Learning

There is something genuinely exciting happening at the intersection of coding agents and machine learning infrastructure. Hugging Face, the company that has become synonymous with democratizing AI, ha...

AI Agents Coding Agents Fine-Tuning Hugging Face LLM Machine Learning Open Source TRL

Dec 11, 2025

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Github Repos

DeepAnalyze-8B: The First Agentic LLM for Autonomous Data Science

In October 2025, the Database & Intelligent Information Retrieval Laboratory (DBIIR) at Renmin University of China released DeepAnalyze-8B , marking a significant milestone in the evolution of artific...

Agentic AI AI Autonomous AI Data Science LLM Machine Learning Open Source Python

Nov 13, 2025

0 3696

Github Repos

Nested Learning: How a New AI Paradigm Tackles Catastrophic Forgetting

Artificial intelligence faces a persistent challenge: as models learn new tasks, they often forget previous knowledge, a problem commonly known as catastrophic forgetting . Unlike the human brain, whi...

AI Research Catastrophic Forgetting Continual Learning Deep Learning Machine Learning Memory Systems Nested Learning Transformers

Nov 8, 2025

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News

Chronos Forecasting: Teaching Language Models to Speak the Language of Time

Time is one of the most fundamental dimensions in data analysis, yet predicting what comes next remains one of computing's most persistent challenges. Whether forecasting tomorrow's stock prices, next...

Amazon Science Deep Learning Forecasting Foundation Models Machine Learning Open Source PyTorch Time Series Transformers Zero-Shot Learning

Nov 6, 2025

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Github Repos

Building the Future of AI Agents: Inside Google's Agent Development Kit

When Google released the Agent Development Kit in early 2025, they weren't just offering another framework for building AI applications. They were making a bold statement about the future of agentic A...

Agent Development Agent Orchestration AI Agents Gemini Google ADK LLM Machine Learning MCP Multi-Agent Systems OpenTelemetry Production AI Python Software Engineering Vertex AI

Nov 6, 2025

0 20845

Github Repos

LangChain: Building the Future of Context-Aware AI Applications

In October 2022, a team of engineers released LangChain , a Python framework designed to solve a fundamental challenge in the emerging world of Large Language Models. The question they tackled: how do...

Agent Framework AI Agents Framework LangChain LangGraph LangSmith LLM Machine Learning Open Source Python RAG

Oct 25, 2025

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Github Repos

Microsoft Agent Framework: The Next Evolution in AI Agent Development

Microsoft has unveiled a powerful new tool that represents the next generation of AI agent development: the Microsoft Agent Framework . Born from the groundbreaking work of two pioneering projects, Se...

AI Automation Azure C# Enterprise Software Machine Learning Microsoft Multi-Agent Systems .NET OpenAI Open Source Python Workflows

Oct 22, 2025

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Github Repos

Gaia2 and ARE: The Next Generation of Agent Evaluation and Development

The field of AI agent development has reached a critical juncture where traditional evaluation methods fall short of capturing the complexity of real-world deployment scenarios. Meta's latest research...

Agent Orchestration AI Agents Benchmarking Evaluation Machine Learning Meta Research Multi-Agent Systems Research Platform Time-sensitive Computing

Oct 2, 2025

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Papers

Databricks Assistant Data Science Agent Accelerates End-to-End Workflows

Data science projects often involve tedious setup, repetitive exploration, and time-consuming debugging. The Databricks Assistant Data Science Agent changes the narrative by turning hours of work into...

AI Agents Automation Databricks Data Governance Data Science Machine Learning Productivity Unity Catalog

Sep 10, 2025

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News

Azure Databricks Sets the Standard for Business Intelligence on Azure

Today’s businesses need to extract actionable insights from growing volumes of data faster than ever. Azure Databricks emerges as a leading platform in this arena, delivering the scale, speed, and sea...

Azure Databricks Azure Integration Business Intelligence Data Analytics Data Governance Data Lake Machine Learning

Aug 8, 2025

0 1716

News

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