Blog Posts | Joshua Berkowitz

8 Articles

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How Open dLLM Is Democratizing Advanced AI

dLLM, short for Open Diffusion Large Language Model, is an open-source alternative to closed LLM platforms, Open dLLM empowers individuals and organizations to take AI development into their own hands...

AI development community cost efficiency customization diffusion model large language model open source

Nov 10, 2025

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Solving Tool Overload in AI Agents with Semantic Selection

Modern AI agents are integrating with rapidly expanding tool catalogs, sometimes numbering in the hundreds or thousands. This growth, while promising, introduces a substantial challenge: how can agent...

AI agents cost efficiency LLM performance open-source models scalability semantic selection tool routing

Nov 7, 2025

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Unlocking Speed, Smarts, and Savings: Claude Haiku 4.5 Raises the Bar for Small AI Models

AI is entering a new era where speed and affordability no longer come at the expense of intelligence. Anthropic’s Claude Haiku 4.5 exemplifies this shift, making high-level AI capabilities accessible ...

AI models AI safety Claude Haiku coding performance cost efficiency developer tools real-time AI

Oct 15, 2025

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Gemini 2.5 Flash & Flash-Lite: Smarter, Leaner AI for Developers

Artificial intelligence is evolving at breakneck speed, and Google is leading the charge with its latest Gemini 2.5 Flash and Flash-Lite model updates. These enhancements are now accessible via Google...

AI models cost efficiency developer tools Flash-Lite Gemini 2.5 Google AI multimodal

Sep 30, 2025

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MIT-IBM Watson Lab: How AI Scaling Laws Are Transforming LLM Training Efficiency

Training large language models (LLMs) is an expensive endeavor, driving the need for strategies that maximize performance while minimizing costs. Researchers at the MIT-IBM Watson AI Lab have develope...

AI cost efficiency LLM training machine learning model development research scaling laws

Sep 22, 2025

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Gemini 2.5 Flash-Lite: Speed and Affordability for Next-Gen AI Solutions

AI innovation is accelerating, and Google is leading the charge with the launch of Gemini 2.5 Flash-Lite. This new release is now stable and generally available, giving developers and businesses a hig...

AI models cost efficiency developer tools Flash-Lite Gemini 2.5 Google AI low latency real-world applications

Jul 22, 2025

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Gemini

AI is Disrupting Medical Diagnostics: Surpassing Human Expertise and Reducing Costs

Imagine solving the toughest medical mysteries faster and more accurately than ever before. This is becoming reality as advanced AI systems are now outperforming even experienced clinicians in diagnos...

AI benchmarking AI healthcare clinical reasoning cost efficiency future of medicine generative AI medical diagnostics

Jul 14, 2025

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Mistral Medium 3: Redefining Enterprise AI Performance and Value

Enterprise AI Without the Trade-offs Many organizations face a dilemma: unlock the power of advanced AI or manage soaring costs and complex deployments. Mistral Medium 3 changes the equation by delive...

AI benchmarks AI deployment coding AI cost efficiency enterprise AI language models Mistral Medium model performance

May 9, 2025

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