Blog Posts | Joshua Berkowitz

7 Articles

github × benchmarking ×

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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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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SciArena: Transforming How We Evaluate AI Models in Scientific Research

Researchers face a growing challenge: staying current with the ever-expanding body of scientific literature. Foundation models offer promise in helping synthesize and analyze this vast information, bu...

AI evaluation benchmarking crowdsourcing data quality foundation models leaderboard research tools scientific literature

Aug 5, 2025

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AIOpsLab: Pioneering the Next Generation of Autonomous Cloud Operations

Modern cloud infrastructure underpins the digital economy, but as systems grow in complexity and scale, keeping operations seamless becomes a formidable task. Organizations must deliver near-perfect u...

AI agents AIOps automation benchmarking cloud operations fault injection observability open source

Jul 21, 2025

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T5Gemma: Google’s Next Leap in Encoder-Decoder Language Models

Large language models (LLMs) are transforming rapidly, and Google’s T5Gemma brings a refreshing shift by reviving the versatile encoder-decoder architecture. While decoder-only models have garnered mu...

AI research benchmarking encoder-decoder Gemma LLMs model adaptation open source models

Jul 9, 2025

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Codestral Embed: Mistral AI's Game-Changer for Code Embeddings

Mistral AI has introduced Codestral Embed, a breakthrough embedding model crafted specifically for code. This innovative solution raises the bar for code retrieval and semantic analysis, outperforming...

AI models API benchmarking code embeddings code retrieval developer tools duplicate detection semantic search

May 31, 2025

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