News | Joshua Berkowitz

19 Articles

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Unlocking the Power of Deep Agents: The Future of Autonomous AI

AI technology is evolving rapidly, and the emergence of deep agents marks a transformative moment. Unlike their shallow predecessors, deep agents are designed to plan, manage, and execute complex task...

AI agents autonomous AI deep agents file system LLM planning tools prompt engineering sub agents

Dec 6, 2025

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How Align Evals Is Updating LLM Evaluator Alignment

Ensuring large language model (LLM) applications truly meet user needs is challenging. Automated evaluation tools often miss the mark, producing scores that don't always align with real human judgment...

AI evaluation alignment developer tools evaluation LangChain LLM product update prompt engineering

Dec 6, 2025

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How AI Agents Are Revolutionizing Contextual Content Placement in Advertising

Digital advertising is evolving rapidly, and the days of simple keyword-based ad placement are over. Advertisers now seek more sophisticated methods to ensure their messages reach the right audience a...

adtech AI agents content placement contextual advertising Databricks LLM MLflow vector search

Oct 23, 2025

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Transform Your Local Workflow: Run AI Models with Docker Model Runner and Open WebUI

Running sophisticated AI models used to require cloud accounts, technical know-how, and powerful servers. Today, thanks to the synergy between Docker Model Runner and Open WebUI , local large language...

AI chat developer tools Docker Docker Model Runner LLM local AI Open WebUI privacy

Oct 22, 2025

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Streamline Your Team’s LLM Prompt Engineering with Google Cloud’s LLM-Evalkit

If you've ever managed large language model (LLM) prompts across different tools and documents, you know how chaotic and inefficient the process can be. Iterating on prompts without a unified system o...

AI workflow LLM machine learning no-code open source prompt engineering Vertex AI

Oct 15, 2025

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AI-Invoking Malware: The Evolution of Cyber Threats

Security company Wiz is noting that cyber attackers are rapidly evolving and are now embedding artificial intelligence directly into malware payloads. This marks a significant departure from using AI ...

AI security cybersecurity LLM malware ransomware supply chain threat detection

Sep 27, 2025

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Antrhopic's Unlocking Agent Potential by Crafting Effective Tools for AI Agents

AI agents are transforming the way we solve real-world problems, but their capabilities depend heavily on the quality of the tools they use. Anthropic's insights underscore that developing, evaluating...

agent evaluation AI agents AI development LLM prototyping token efficiency tool design

Sep 18, 2025

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Uber’s Genie Achieves Near-Human Precision with Enhanced Agentic RAG

AI chatbots are rapidly evolving, but can they deliver the same precision as skilled engineers, especially in high-stakes domains like security and privacy? Uber’s Genie is leading the charge by imple...

agentic RAG AI automation chatbots document processing LLM Uber

Sep 15, 2025

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Azure Logic Apps as MCP Servers Supercharge Enterprise AI Integration

Integrating AI agents and large language models (LLMs) into enterprise systems can be challenging without the right infrastructure. Azure Logic Apps (Standard) introduces remote Model Context Pr...

AI integration Authentication Azure LLM Logic Apps MCP Security Workflow automation

Sep 11, 2025

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LangChain’s Standard Message Content Simplifies LLM Integration

Integrating large language models (LLMs) from different providers can quickly become a headache for developers. Each provider (whether OpenAI, Anthropic, or Google Gemini) offers unique features, lead...

AI applications content blocks developer tools LangChain LLM message content provider-agnostic standardization

Sep 10, 2025

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Transforming Unstructured Text: LangExtract Unlocks Data with Gemini-Powered LLMs

Turning free-form text into structured, actionable data is a persistent challenge across industries. Google’s open-source Python library, LangExtract , addresses this gap by harnessing the power of Ge...

data visualization Gemini information extraction LangExtract LLM natural language processing Python unstructured data

Sep 7, 2025

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Train a Reasoning LLM in 48 Hours with NVIDIA NeMo

Could you create a powerful reasoning language model in just two days, using only a single GPU? Thanks to NVIDIA’s latest innovations, this feat is now within reach for researchers and developers ever...

AI dataset language models LLM machine learning NVIDIA NeMo reasoning

Aug 28, 2025

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