Blog Posts | Joshua Berkowitz

103 Articles

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IBM’s AISteer360 Empowers Safe and Customizable LLM Outputs

As large language models (LLMs) become increasingly sophisticated, so does the challenge of ensuring their outputs remain safe, relevant, and trustworthy especially in high-stakes enterprise environme...

AI safety AISteer360 AI steering enterprise AI generative AI large language models model alignment open source

Oct 28, 2025

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OpenEnv: Fueling the Future of Agentic AI with Open, Standardized Environments

AI agents are getting smarter, but their ability to interact with the world safely and effectively hinges on more than just powerful models. They require environments purpose-built for safety , flexib...

agentic systems AI agents environments Hugging Face Meta open source reinforcement learning standardization

Oct 28, 2025

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How Log4Shell Exposed the Critical Gaps in Software Security

The discovery of Log4Shell in late 2021 forced organizations to confront the fragility of modern software. The vulnerability’s rapid spread was a wake-up call, revealing how a single overlooked compon...

cybersecurity incident response Log4j Log4Shell open source risk management software supply chain vulnerability

Oct 28, 2025

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Sentence Transformers Joins Hugging Face: What This Means for NLP Innovation

The Sentence Transformers library, a staple in natural language processing, is officially joining the Hugging Face ecosystem. This move marks a significant leap for both the tool and the community, as...

community embeddings Hugging Face machine learning NLP open source semantic search Sentence Transformers

Oct 27, 2025

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Toucan Dataset: Transforming AI Agents Into Digital Doers

Toucan, a groundbreaking open-source dataset from IBM and the University of Washington is crafted to propel tool-calling capabilities in large language models (LLMs) to new heights. For AI to move bey...

AI agents API integration benchmarking large language models machine learning open source tool-calling Toucan dataset

Oct 25, 2025

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LangChain and LangGraph 1.0: Powering the Next Generation of AI Agents

AI agent development just got a major upgrade. With the release of LangChain and LangGraph 1.0, developers now have access to more stable, flexible, and high-performance frameworks. These releases are...

agent frameworks AI agents LangChain LangGraph LLM integration middleware open source

Oct 23, 2025

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Securing AI-Generated Code: Inside Project CodeGuard's Open-Source Framework

AI-driven coding tools are revolutionizing software development by accelerating code creation and boosting productivity. Yet, this rapid pace introduces significant security risks. Many AI-generated c...

AI coding AI security code vulnerabilities open source Project CodeGuard secure development software security

Oct 23, 2025

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Databricks Slashes Costs for Domain-Specific AI Agent Evaluation

As generative AI agents become more sophisticated, maintaining high-quality evaluation is critical but costs can spiral quickly with traditional approaches. Databricks is changing the game by introduc...

AI agents AI evaluation Databricks enterprise AI MLflow open source token pricing

Oct 22, 2025

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IBM's Lightweight AI Models Are Transforming Earth Observation from Satellites to Smartphones

Thanks to IBM Research, NASA, and ESA, who have released compact, open-source versions of their Prithvi and TerraMind AI models researchers can access powerful Earth observation AI. These streamlined ...

AI models disaster response Earth observation edge computing environmental monitoring geospatial AI open source satellite technology

Oct 20, 2025

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vLLM TPU’s Unified Backend is Revolutionizing LLM Inference

The latest vLLM TPU release is enabling developers to run open-source LLMs on TPUs with unmatched performance and flexibility. Powered by the tpu-inference backend, this innovation ensures a smooth, h...

attention kernels JAX LLM inference open source PyTorch TPU tpu-inference vLLM

Oct 18, 2025

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Streamlining Scientific Discovery: How ADO Unifies Computational Experimentation

In today’s research landscape, computational experiments are at the heart of scientific progress. Yet, researchers often struggle with a patchwork of specialized tools and inconsistent workflows that ...

collaboration computational experiments data orchestration machine learning open source scientific discovery workflow automation

Oct 16, 2025

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Open Source MetricFlow Is Transforming Trust in Business Metrics for AI and Analytics

Organizations today face increasing pressure to define and trust their business metrics especially as analytics and AI become central to decision-making. dbt Labs' open sourcing of MetricFlow under th...

AI governance business metrics data interoperability dbt Labs MetricFlow open source semantic layer

Oct 16, 2025

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