Blog Posts | Joshua Berkowitz

590 Articles

2025 ×

m-KAILIN Turns Biomedical Literature into AI-ready QA Data

Training capable biomedical language models hinges on having the right data: not just more tokens, but high-fidelity question-answer examples grounded in the structure of biomedical knowledge. The pap...

Biomedical QA Corpus distillation LLM training MeSH ontology Multi-agent systems Ontology-guided evaluation Preference optimization PubMedQA Retrieval-augmented generation Scientific literature

Aug 29, 2025

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Papers

Pruning LLMs With Regional Gradients: Inside Wanda++

Large language models are hard to deploy because memory and latency balloon with scale. In Findings of the Association for Computational Linguistics: ACL 2025, Yifan Yang and colleagues from the Unive...

AWQ Quantization Fine Tuning Large Language Models LLaMA Model Compression Model Pruning OpenLLaMA Regional Gradients Semi-Structured Sparsity Sparsity TensorRT Wanda++

Aug 29, 2025

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Papers

How to Respond to Actively Exploited SharePoint Vulnerabilities: Immediate Steps for Security Teams

Organizations running on-premises SharePoint servers face a critical security threat as sophisticated attackers actively exploit newly discovered vulnerabilities. Recent campaigns, primarily from Chin...

Defender incident response patch management ransomware SharePoint threat actors vulnerabilities web shell

Aug 29, 2025

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News

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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News

FAISS, Up Close: Fast Similarity Search For The Vector Age

Every modern AI product has one quiet workhorse: finding the nearest neighbors of a vector fast. FAISS is the library many of us reach for when the dataset gets large and latency matters. Built at Met...

ANN cuVS faiss GPU Meta AI vector search

Aug 29, 2025

0 61138

Github Repos

QuArch Puts AI Agents to the Test on Computer Architecture

Computer architecture is having an AI moment. Yet despite rapid progress in agentic tooling for coding and verification, hardware-centric knowledge remains stubbornly hard for language models to maste...

AI benchmarking Artificial Intelligence computer architecture Computer Science

Aug 28, 2025

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Papers

OpenBB: An Open Financial Data Platform That Meets You Where You Work

OpenBB is an open source financial data platform that lets you pull equities, options, crypto, forex, macro, fixed income and more through a unified Python API and CLI. It pairs community-driven conne...

Data Platform Finance OpenBB Open Source Python

Aug 28, 2025

0 78100

Github Repos

BitNet: 1-bit LLMs Land With Practical Inference on CPUs and GPUs

BitNet from Microsoft Research is the official C++ inference stack for native 1-bit large language models, centered on BitNet b1.58. The repo ships fast, lossless ternary kernels for CPUs, a CUDA W2A8...

1-bit LLM BitNet CPU GGUF GPU inference llama.cpp quantization T-MAC

Aug 27, 2025

0 45991

Github Repos

Open Lovable: Chat your way to a working React app

Open Lovable is a small but punchy example app from the Firecrawl team that lets you chat with an AI to build a modern React app in minutes. It pairs the Firecrawl scraping API with an isolated code-e...

AI E2B Firecrawl Next.js Open Source React Tailwind

Aug 27, 2025

0 13640

Github Repos

CRISPR and AI Are Revolutionizing Ebola Drug Discovery

Halting a deadly virus like Ebola may seem impossible without targeting the virus directly. Yet, researchers at the Broad Institute of MIT and Harvard, in partnership with Boston University’s NEIDL, h...

Broad Institute CRISPR drug discovery Ebola host factors imaging technology machine learning virus research

Aug 27, 2025

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News

IBM’s AgentOps Brings Observability to AI Agents

AI agents are transforming industries by automating complex workflows and tackling tasks that once required human expertise. With generative AI, these agents are more autonomous than ever, independent...

AgentOps AI agents automation enterprise AI IBM Research observability OpenTelemetry

Aug 27, 2025

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News

A Leap Toward Fully Autonomous Surgery

Researchers at Johns Hopkins University have achieved a significant milestone: their surgical robot, SRT-H, completed a complex gallbladder removal autonomously, demonstrating precision that matches s...

artificial intelligence autonomous systems healthcare innovation imitation learning medical technology robotics surgery

Aug 27, 2025

0 3256

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