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NVIDIA Dynamo-Triton Adds Multi-GPU TensorRT Serving Through One Model Endpoint
NVIDIA’s eight-GPU Cosmos 3 Nano test cut mean generation latency from 156.595 seconds to 34.183 seconds, but it measured neither throughput nor deployment economics.
3 min read
xAI’s Grok 4.6 reaches Amazon Bedrock with two deployment paths
Developers gain a 500K-token model with Converse and cross-Region inference, but API features, residency options and pricing differ substantially by endpoint.
5 min read
Benchling details layered AWS defenses for multi-tenant AI code execution
The production design isolates AgentCore sessions, restricts DNS and S3 access, and continuously tests the controls, but its incident record and security outcomes are reported by…
4 min read
Microsoft open-sources RetroChimera for chemist-aligned synthesis planning
Expert reviewers accepted its routes for nine of ten challenging targets, though faster laboratory synthesis remains a projected benefit rather than a demonstrated outcome.
3 min read
TensorRT Edge-LLM Cuts Jetson Agentic Benchmark Run to 24 Minutes
NVIDIA attributes the 6.4x completion-time advantage over the published llama.cpp reference to NVFP4 quantization, cache reuse and tree-based multi-token prediction, though the two runs used different…
3 min read
AWS publishes 38 open-source skills for more reliable healthcare AI agents
A 410-prompt evaluation found skill-equipped agents beat otherwise comparable baselines in 69.5% to 85.9% of comparisons, although results varied substantially by harness and baseline strength.
5 min read
AWS documents six Amazon Bedrock prompt-caching patterns for lower inference costs
Cached input can cost up to 90% less on a hit, but write premiums, minimum token thresholds and expiration determine the savings developers actually realize.
6 min read
Amazon Bedrock AgentCore adds managed OAuth consent portal for AI agents
The portal replaces customer-hosted session binding for AgentCore Gateway, while keeping each user’s provider grants separate and auditable through AWS CloudTrail.
6 min read