Blog Posts | Joshua Berkowitz

20 Articles

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How Gemini Deep Research Agent Revolutionizes Automated Research

Google's Gemini Deep Research agent is now available via the Interactions API, allowing you to effortlessly scour the web, synthesize complex information, and produce accurate research reports, settin...

AI research automation benchmarking DeepSearchQA developer tools enterprise AI Gemini API information synthesis

Dec 11, 2025

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Copilot Profiler Agent For Performance Tuning in Visual Studio 2026

Visual Studio 2026 introduces the Copilot Profiler Agent , a groundbreaking tool that empowers developers to optimize performance simply by conversing in natural language. This agent analyzes your cod...

AI tools benchmarking code optimization Copilot CsvHelper delegates performance profiling Visual Studio

Dec 7, 2025

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Unsloth Dynamic GGUFs: How Extreme Model Compression Outperforms AI Giants

Compressing a large language model by 75% and still outperforming the latest releases from OpenAI and Anthropic is the promise of Unsloth Dynamic GGUFs. Their integration with the Aider Polyglot bench...

Aider Polyglot benchmarking DeepSeek LLMs model compression open-source AI quantization Unsloth

Dec 6, 2025

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Unleashing On-Device Agentic Power: How Fara-7B Transforms Human-Computer Interaction

Microsoft Research’s Fara-7B is a small, open-weight agentic model that interacts with your device in a human-like way. It looks to fulfil the promise ofhaving a digital assistant that doesn’t just un...

agentic AI AI safety benchmarking on-device AI open source small language models synthetic data web automation

Nov 25, 2025

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Edison Analysis: Transforming Scientific Research with Automated Intelligence

Researchers have long faced arduous, time-intensive data analysis processes that hinder discovery. Edison Analysis changes the game by offering a sophisticated analysistool that streamlines and enhanc...

AI tools automation benchmarking bioinformatics data science Jupyter notebooks scientific analysis

Nov 20, 2025

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IBM Granite 4.0 Nano: Compact AI Models Delivering Outsized Performance

IBM’s Granite 4.0 Nano models are bringing high performance Ai to the edge. They represent a significant leap in compact, high-performance language models built specifically for edge and on-device com...

benchmarking edge AI Granite 4.0 hybrid architecture IBM language models Nano models responsible AI

Oct 30, 2025

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Toucan Dataset: Transforming AI Agents Into Digital Doers

Toucan, a groundbreaking open-source dataset from IBM and the University of Washington is crafted to propel tool-calling capabilities in large language models (LLMs) to new heights. For AI to move bey...

AI agents API integration benchmarking large language models machine learning open source tool-calling Toucan dataset

Oct 25, 2025

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Perplexity is Redefining Search APIs for the Age of AI

Today’s AI-driven products demand search infrastructure that is fast, scalable, and deeply context-aware. As intelligent agents and real-time knowledge access become central to new applications, tradi...

AI search API architecture benchmarking context engineering information retrieval machine learning Perplexity Search API

Oct 2, 2025

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AfriMed-QA is Setting the Standard for Health AI in Africa

Artificial intelligence has the potential to revolutionize healthcare, but can large language models (LLMs) truly meet the needs of diverse communities? AfriMed-QA is leading the way by evaluating LLM...

Africa benchmarking clinical evaluation healthcare AI LLMs medical questions multilingual datasets open source

Sep 30, 2025

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Claude Sonnet 4.5: Redefining AI Coding and Developer Productivity

Anthropic’s Claude Sonnet 4.5 emerges as a transformative force in the world of AI-driven software development. This release introduces significant advancements for businesses and developers, establis...

AI agents AI coding alignment benchmarking Claude 4.5 developer tools productivity safety

Sep 29, 2025

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OpenAI's GPT-5-Codex: The Next Evolution in AI-Powered Coding

OpenAI has taken a bold step forward in the AI coding space by introducing GPT-5-Codex. This new release redefines what developers can expect from AI-powered coding assistants, offering new levels of ...

AI coding benchmarking code review Codex GPT-5 OpenAI software development

Sep 16, 2025

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AssetOpsBench Sets New Standards for AI in Industrial Asset Management

Industrial asset management is undergoing a transformation as artificial intelligence agents are poised to take on complex tasks, from predictive maintenance to troubleshooting intricate machinery. At...

AI agents asset management benchmarking failure analysis industrial automation LLM evaluation multi-agent systems open source

Aug 29, 2025

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