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Best Code Execution Environments for AI Agents in 2026

 💻Coding Agents  Content type: Blog
beam.cloud·

Still: Amortized KV Cache Compaction in a Single Forward Pass

 🏗️LLM Infrastructure  Content type: Academic
arxiv.org·

harshuljain13/llm-inference-at-scale: A Practitioner handbook for production llm serving.

 🧠LLM Inference  Content type: Code
github.com··Hacker News

Introducing the Google Colab CLI

 💻CLI Tools  Content type: Blog

Position: Anthropomorphic Misalignment Research Needs Stronger Evidence

 🛡️AI Safety  Content type: Academic
arxiv.org·

CLP: Collocation-Length Prediction for Zero-Loss Adaptive Multi-Token Inference

 🦉Qwen  Content type: Academic
arxiv.org·

Nvidia DGX Spark GB10 – AI Models and Guide with vLLM and Autonomous Script

 🧠Inference Serving  Content type: Code
github.com··Hacker News

End-to-End Context Compression at Scale

 🏗️LLM Infrastructure  Content type: Academic
arxiv.org·

Best Stateful Sandboxes for Code Execution in 2026

 💻Coding Agents  Content type: Blog
beam.cloud·

LC-QAT: Data-Efficient 2-Bit QAT for LLMs via Linear-Constrained Vector Quantization

 🎯Vector Quantization  Content type: Academic
arxiv.org·

Building Comparative Motivation Profiles with Instrumental Interventions

 🧠Inference Serving  Content type: Academic
arxiv.org·

VladimirGl/Code3DBench: Code3DBench: Single-Image to Executable Low-Poly 3D Code Generation

 🏗️LLM Infrastructure  Content type: Code
github.com··Hacker News

BUDDY: BUdget-Driven DYnamic Depth Routing for Adaptive Large Language Model Inference

 🤖AI  Content type: Academic
arxiv.org·

TinyContainer: Container Runtime Middleware Enabling Multi-tenant Microcontrollers with Built-in Security

 ⏱️Real-time Systems  Content type: Academic
arxiv.org·

Toward Compiler World Models: Learning Latent Dynamics for Efficient Tensor Program Search

 🧠Inference Serving  Content type: Academic
arxiv.org·

RH+: Row-Hit-Optimized Scheduling for PIM-based LLM Inference

 🧠Inference Serving  Content type: Academic
arxiv.org·

When LLMs Invent Rust Crates: An Empirical Study of Hallucination Patterns and Mitigation

 🪄Prompt Engineering  Content type: Academic
arxiv.org·

Misaligned AI as a New Insider Risk

 🛡️AI Safety  Content type: Academic
arxiv.org·

IR3DE: A Linear Router for Large Language Models

 🧠Inference Serving  Content type: Academic
arxiv.org·

From Symbolic to Geometric: Enabling Spatial Reasoning in Large Language Models

 🪄Prompt Engineering  Content type: Academic
arxiv.org·

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