ML news

How to Secure AI Agents in Production

Securing AI Agents: Lessons From Real-World Deployment
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How to Train Embeddings for Multiple Epochs—Safely

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How AI Agents Learn, Organize, and Use Memory

The components of agent memory
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How AI Builds, Tests, and Interprets Scientific Models

Teaching AI to build scientific models
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How AI Agents Interpret Real-World Lab Data

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How Open Tools Are Shaping AI-Powered 6G Networks

How NVIDIA Open Source Tools Are Helping Researchers Build Next-Generation 6G Networks
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Build Voice-Enabled NPCs in Unity with ElevenAgents

Add a voice agent to your Unity game with ElevenAgents
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ToyBlocks: A Testbed for Robot Learning and Reasoning

ToyBlocks: A controlled world for robot learning and evaluation | Ai2
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Scaling ML Model Evaluation with Ray: Metrics at Scale

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How Uber Speeds Up Spark with Native Engines and Quanton

Making Every Core Count: In Pursuit Of Faster Apache Spark Jobs at Uber
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How AI Systems Get More From Every Byte of Memory

More Performance From Every Byte: How Full-Stack Codesign Solves AI’s Memory Challenge
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How Vera Balances Agent Speed, Scale, and Energy Efficiency

Vera Delivers the Best of Both Worlds: Highest Throughput and Fastest Agents
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Using Cross-Domain Signals for Cold-Start Audiobooks

Unified cross-domain semantic retrieval for cold-start audiobook discovery
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Concentration beats coverage: Impact-aware expert review for AI-assisted carbon footprint estimation

Concentration beats coverage: Impact-aware expert review for AI-assisted carbon footprint estimation
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Answering Incomplete Rule Questions with AI and Logic

The question is a region: A neurosymbolic retrofit for categorical question answering over rule engines
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Finding Hidden Data Corruption Beyond Schema Checks

Beyond schema validation: Characterizing structurally valid data corruption in multi-source analytical pipelines
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How AI Agents Keep Cloud Infrastructure in Sync

NSync: Automated cloud infrastructure-as-code reconciliation with AI agents
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ReCodeAgent: A multi-agent workflow for language-agnostic translation and validation of large-scale repositories

ReCodeAgent: A multi-agent workflow for language-agnostic translation and validation of large-scale repositories
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How Shared Search Keeps Recommendations Ready for New Items

Keeping the index open: The recommendation-side cost of shared search and recommendation
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GPT-6 Cyber: Powerful, Aligned Vulnerability Research

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