Blog Posts | Joshua Berkowitz

174 Articles

machine learning ×

Meet Kiro: The Autonomous AI Agent Transforming Developer Workflows

Developers have been the big beneficiariesfrom AI assistants, but many tools still struggle with maintaining ongoing context and managing intricate, multi-repository projects. A new solution steps int...

AI agents automation code review collaboration developer tools DevOps machine learning software development

Dec 16, 2025

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Devstral 2 & Mistral Vibe CLI: Open-Source AI Tools for Coding Automation

Imagine a future where AI-driven coding tools are not locked behind paywalls or proprietary platforms. Mistral AI’s introduction of Devstral 2 and Mistral Vibe CLI brings this vision to life, putting ...

AI automation coding models developer tools Devstral machine learning Mistral Vibe CLI open-source software engineering

Dec 16, 2025

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GPT-5.2 Is Transforming Scientific Discovery and Mathematical Research

OpenAI’s latest model, GPT-5.2 is collaborating closely with experts across mathematics, physics, biology, and computer science. OpenAI has claimed to have pinpointed where AI truly excels, and where ...

AI research collaboration GPT-5.2 machine learning mathematics reasoning scientific discovery

Dec 12, 2025

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How Amazon’s AI Dialogue Boost Is Changing the Way We Hear TV and Movies

If you’ve ever strained to catch what characters are saying in your favorite shows or movies, you’re not alone. As audio mixes grow more complex and home playback compresses music, effects, and voices...

accessibility AI Amazon audio processing entertainment technology machine learning sound separation

Dec 11, 2025

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How Codex and Hugging Face Skills Automate Open Source AI Model Training

We are moving towards an era where we can hand off your machine learning experiments to an AI agent, with every step from data validation to deployment managed seamlessly. OpenAI Codex with Hugging Fa...

AI training automation Codex deployment Hugging Face machine learning model fine-tuning open source

Dec 11, 2025

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FACTS Benchmark Suite: Setting a New Standard for LLM Factuality

As artificial intelligence systems become central to search, support, and communication, their ability to deliver consistently accurate information is under intense scrutiny. Google DeepMind’s FACTS B...

AI benchmarks AI safety factuality Gemini 3 Pro Google DeepMind LLM evaluation machine learning multimodal AI

Dec 11, 2025

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JAX AI Stack and Google Cloud TPUs Are Transforming Production AI

As artificial intelligence models become increasingly large and complex, organizations must find platforms that are scalable, efficient, and flexible. Google's JAX AI Stack, developed in close partner...

AI infrastructure Cloud TPUs deep learning Google Cloud JAX machine learning model optimization production AI

Dec 7, 2025

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AI Is Transforming the Hunt for Supernovae in a Noisy Universe

Finding a supernova, one of the cosmos’s most awe-inspiring explosions, has historically been a daunting task. Traditional searches have been likened to hunting for a needle in a cosmic haystack, with...

AI tools astronomy astrophysics automation data analysis machine learning sky surveys supernovae

Dec 7, 2025

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How AI Breakthroughs Are Shaping Tomorrow’s Technology

Artificial intelligence is advancing at lightning speed, constantly redefining what machines can accomplish. Today’s breakthroughs are not just technical marvels—they’re rewriting the future of entire...

AI research deep learning ethical AI future of AI machine learning NLP real-world applications technology trends

Dec 6, 2025

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How Generative AI Is Revolutionizing Materials Discovery with MatterGen

What if scientists could invent entirely new materials simply by describing the properties they want? Instead of endlessly searching through databases, researchers can now generate unique compounds cu...

discovery generative AI innovation machine learning materials science MatterGen open source research

Dec 6, 2025

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MLE-STAR: Redefining Automated Machine Learning Engineering with Web Search and Iterative Refinement

Automating machine learning (ML) engineering is a formidable challenge. While industries increasingly rely on ML, creating effective solutions remains complex and labor-intensive. Traditional ML agent...

automation data validation debugging ensemble methods machine learning MLE agents open source web search

Dec 6, 2025

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Decoding AI: How Algorithmic Complexity Sheds Light on Machine Intelligence

The secrets to understanding today’s most advanced AI may just lay hidden in classic computer science theory. As artificial intelligence models become increasingly sophisticated, scientists are turnin...

AI AI evaluation algorithmic complexity circuit complexity computational theory machine learning reasoning models trustworthy AI

Dec 6, 2025

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