Blog Posts | Joshua Berkowitz

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Apriel-1.6-15B-Thinker: Redefining Multimodal AI Efficiency

ServiceNow's Apriel-1.6-15B-Thinker is setting a new standard for efficient and accessible AI. This breakthrough model emphasizes how smart data strategies and targeted training can enable smaller mod...

AI benchmarks efficient models enterprise AI multimodal AI reinforcement learning ServiceNow AI supervised finetuning token efficiency

Dec 11, 2025

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Antrhopic's Unlocking Agent Potential by Crafting Effective Tools for AI Agents

AI agents are transforming the way we solve real-world problems, but their capabilities depend heavily on the quality of the tools they use. Anthropic's insights underscore that developing, evaluating...

agent evaluation AI agents AI development LLM prototyping token efficiency tool design

Sep 18, 2025

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Unlocking Agentic Potential: Best Practices for Building AI Tools from Anthropic

Innovative AI agents are transforming workflows, but their effectiveness relies heavily on the quality of tools crafted for them. As systems powered by large language models like Claude and Codex beco...

AI agents automation Claude evaluation Model Context Protocol prompt engineering token efficiency tool design

Sep 16, 2025

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MiroMind-M1: Redefining Open-Source Mathematical Reasoning for AI

Open-source AI is entering a new phase, with MiroMind-M1 leading the charge in mathematical reasoning. This project goes beyond simply releasing models by offering full transparency, every model, data...

AI transparency CAMPO chain-of-thought large language models mathematical reasoning open-source AI reinforcement learning token efficiency

Jul 23, 2025

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