Tag: sandboxing

Guarded Tool Access: Sandboxing External Actions in LLM Agents

Guarded Tool Access: Sandboxing External Actions in LLM Agents

Sandboxing external actions in LLM agents prevents dangerous tool access by isolating processes. Firecracker, gVisor, and Nix offer different trade-offs between security and performance. Learn which method fits your use case.

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Calibration and Outlier Handling in Quantized LLMs: How to Keep Accuracy When Compressing Models

Calibration and Outlier Handling in Quantized LLMs: How to Keep Accuracy When Compressing Models

Jul, 6 2025

Speculative Decoding Guide: Speed Up LLM Inference with Draft and Verifier Models

Speculative Decoding Guide: Speed Up LLM Inference with Draft and Verifier Models

Apr, 25 2026

Domain Adaptation in NLP: Fine-Tuning Large Language Models for Specialized Fields

Domain Adaptation in NLP: Fine-Tuning Large Language Models for Specialized Fields

Feb, 24 2026

Build vs Buy for Generative AI Platforms: A Practical Decision Framework for CIOs

Build vs Buy for Generative AI Platforms: A Practical Decision Framework for CIOs

Feb, 1 2026

Benchmarking Scaling Outcomes: Measuring Returns on Bigger LLMs

Benchmarking Scaling Outcomes: Measuring Returns on Bigger LLMs

May, 7 2026

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