Blog Posts | Joshua Berkowitz

13 Articles

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Perplexity is Redefining Search APIs for the Age of AI

Today’s AI-driven products demand search infrastructure that is fast, scalable, and deeply context-aware. As intelligent agents and real-time knowledge access become central to new applications, tradi...

AI search API architecture benchmarking context engineering information retrieval machine learning Perplexity Search API

Oct 2, 2025

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News

AfriMed-QA is Setting the Standard for Health AI in Africa

Artificial intelligence has the potential to revolutionize healthcare, but can large language models (LLMs) truly meet the needs of diverse communities? AfriMed-QA is leading the way by evaluating LLM...

Africa benchmarking clinical evaluation healthcare AI LLMs medical questions multilingual datasets open source

Sep 30, 2025

0 682

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Claude Sonnet 4.5: Redefining AI Coding and Developer Productivity

Anthropic’s Claude Sonnet 4.5 emerges as a transformative force in the world of AI-driven software development. This release introduces significant advancements for businesses and developers, establis...

AI agents AI coding alignment benchmarking Claude 4.5 developer tools productivity safety

Sep 29, 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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Unlocking the Power of Generalizable Tabular Models with Synthetic Priors

Tabular data drives vital decisions across sectors like healthcare, finance, and retail, but most machine learning solutions for these datasets are narrowly optimized and lack broad applicability. Tod...

AutoGluon benchmarking foundation models in-context learning machine learning synthetic data tabular data

Aug 28, 2025

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PlanetScale Launches Fastest Postgres Hosting

The world of cloud databases is evolving quickly, and PlanetScale’s announcement of private preview support for PostgreSQL is a major development. With a focus on speed, reliability, and a commitment ...

benchmarking cloud databases performance PlanetScale PostgreSQL scalability Vitess

Aug 7, 2025

0 9174

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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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Large Reasoning Models: Breakthroughs and Breaking Points in AI Problem-Solving

Artificial intelligence has made remarkable strides, and Large Reasoning Models (LRMs) are at the forefront of this revolution. These models promise to deliver more than just answers, they aim to repl...

AI research artificial intelligence benchmarking chain-of-thought large language models model limitations problem complexity reasoning

Jun 26, 2025

0 2508

Quick Research Reviews

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

0 3476

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