Blog Posts | Joshua Berkowitz

8 Articles

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Agentic AI: Charting a New Era Beyond Chatbots

The era of generative AI is rapidly evolving, introducing a new paradigm: agentic AI . Unlike conventional chatbots, agentic AI systems aim to autonomously interact with the digital environment handli...

agentic AI AI negotiation AI privacy common sense context management embeddings large language models

Dec 6, 2025

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News

How GitHub Copilot Became Smarter by Using Fewer Tools

GitHub’s engineering team discovered that giving Copilot too many tools within VS Code hindered its performance and reliability. A common frustration for myself and most developers. Their latest updat...

AI developer tools embeddings GitHub Copilot productivity tool selection VS Code

Nov 20, 2025

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News

Apple Embedding Atlas: Making Sense of Millions Through Interactive Visualization

In the world of machine learning, AI and data science, embeddings have become the universal translator for complex data. Whether you are analyzing customer feedback, exploring research papers, or unde...

data visualization embeddings machine learning open source Python TypeScript WebAssembly WebGPU

Nov 12, 2025

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Github Repos

Sentence Transformers Joins Hugging Face: What This Means for NLP Innovation

The Sentence Transformers library, a staple in natural language processing, is officially joining the Hugging Face ecosystem. This move marks a significant leap for both the tool and the community, as...

community embeddings Hugging Face machine learning NLP open source semantic search Sentence Transformers

Oct 27, 2025

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News

VS Code Gets a Major AI Code Search Upgrade: GitHub Copilot’s New Embedding Model Explained

Modern development demands quick access to the right code. With GitHub Copilot's upgraded embedding model in Visual Studio Code, developers now enjoy smarter, context-aware code search that pinpoints ...

AI code search developer productivity embeddings GitHub Copilot machine learning software engineering VS Code

Oct 11, 2025

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Agentic AI: The Next Scientific Frontier in Artificial Intelligence

Artificial intelligence is entering a new era where we are no longer limited to answering questions or generating text, agentic AI aims to act on our behalf in the real world. Imagine software that no...

agentic AI AI standards behavioral economics common sense embeddings LLMs negotiation privacy

Sep 19, 2025

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Dimension-Insensitive Metrics: DIEM vs. Cosine Similarity In High Dimensions

The paper " Surpassing Cosine Similarity for Multidimensional Comparisons: Dimension Insensitive Euclidean Metric " interrogates a default choice in machine learning and information retrieval: cos...

cosine similarity distance metrics embeddings euclidean distance NLP similarity

Sep 13, 2025

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Papers

EmbeddingGemma: Powering Private, On-Device AI Experiences

Imagine accessing advanced AI features like semantic search and private chatbots directly on your device with no connection needed. Google DeepMind’s EmbeddingGemma allows just that with a compact and...

AI developer tools embeddings mobile on-device open models privacy retrieval

Sep 4, 2025

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News

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