Blog Posts | Joshua Berkowitz

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open-source AI ×

Nemotron 3 Nano: Redefining Efficiency and Openness in AI Models

Artificial intelligence is advancing at breakneck speed, but balancing efficiency, accuracy, and scalability remains a challenge. As organizations demand more from AI, especially with the rise of mult...

large language models Mixture-of-Experts NeMo Gym Nemotron NVIDIA open-source AI reinforcement learning

Dec 26, 2025

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How Automated Prompt Optimization: Efficient Performance at a Fraction of the Cost

Enterprises striving to leverage AI for complex tasks often face a trade-off: high accuracy usually comes at a high cost, especially with leading proprietary models. Recent Databricks research reveals...

AI benchmarking automation cost reduction Databricks enterprise AI large language models open-source AI prompt optimization

Dec 6, 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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IBM Granite 4.0 Models Now Available on Docker Hub: Accelerate Your Generative AI Workflow

With IBM Granite 4.0 models landing on Docker Hub, developers now have immediate access to state-of-the-art language technology, ready for experimentation and deployment. This integration combines the...

AI deployment Docker Hub generative AI IBM Granite language models Model Runner open-source AI

Oct 7, 2025

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GRID: A Community-Driven Revolution in Open-Source AGI

Sentiant is reimagining agent intelligence with GRID, the Global Research and Intelligence Directory. Instead of relying on a single, monolithic AI model, GRID connects a network of specialized intell...

AGI AI agents AI infrastructure blockchain open-source AI Sentient Chat token economy

Sep 12, 2025

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Hermes 4: Open-Source AI Rivaling Industry Leaders Without Content Limits

Hermes 4, the latest innovation from Nous Research is an open-source AI project gaining traction by setting new standards and outperforming popular systems like ChatGPT while removing the content rest...

AI benchmarks AI training content moderation Hermes 4 language models open-source AI user control

Aug 31, 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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