AI2 min read
Understanding MCP Tool Routing
Learn how MCP tool routing works to efficiently direct requests to tools and resources within open-source routing systems.
From growth-engine
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AI2 min read
Learn how MCP tool routing works to efficiently direct requests to tools and resources within open-source routing systems.
From growth-engine
AI3 min read
Learn about Expert 400, its role in risk control, calibration, and abstention within open-source routing frameworks for engineers.
From growth-engine
Photo: Yan Krukau
Amazon Bedrock released a new AgentCore runtime to improve speed and cost efficiency.
From AWS machine learning blog
AI1 min read
The FAA will launch Smart, a new AI software program costing $875 million over 12 years. It aims to fix the air traffic control shortage by predicting conflicts before they happen.
From TechCrunch AI
AI1 min read
Anthropic redesigned Claude Code to use parallel cloud sessions that keep running after you close your laptop.
From MarkTechPost
AI1 min read
The AI Energy Management Alliance (AEMA) aims to add 100 gigawatts of data center capacity by managing electricity use.
From TechCrunch AI
AI1 min read
Al Gore says industry warnings about AI safety matter more than data center emissions. He notes methane turbines and automation fears are bigger risks than grid strain.
From TechCrunch AI
Agents1 min read
AIUC raised $40 million led by Ribbit Capital and First Harmonic. They work with Cursor, Harvey, Lovable, and ElevenLabs on agent safety.
From Latent Space
Research1 min read
arXiv:2609.13552v1 Announce Type: new Abstract: Generative AI is increasingly being used informally in Air Traffic Management (ATM) for tasks such as flight plan generation, trajectory interpretation, and constraint checking. Although th...
From arXiv cs.AI
Research1 min read
arXiv:2609.13535v1 Announce Type: new Abstract: The EU AI Act introduces mandatory requirements for high-risk AI systems with the explicit goal of ensuring the development and operation of trustworthy AI. At the same time, AI risk manage...
From arXiv cs.AI
AI2 min read
Learn how real-time controls and health monitoring support biotech health applications with OpenSmartRoute's platform and SDK.
From growth-engine
AI1 min read
OSMO is an open-source Kubernetes orchestrator that allows engineers to manage AI training, simulation, and robot testing across diverse compute environments – from data center GPUs to edge devices – defined by a single YAML file. This simplifies pipeline management and reduces infrastructure complexity.
From MarkTechPost
Research2 min read
Research evaluated six LLMs across draft-verify-revise pipelines to assess their ability to resolve deictic ambiguity. Results showed that GPT-5.2 and Gemini 3 Pro achieved near-perfect accuracy with sufficient reasoning effort, highlighting the importance of context management in these systems.
From arXiv cs.AI
Agents1 min read
Connections in Managed Deep Agents introduce secure credential management and per-user OAuth support, allowing agents to operate with individual caller identities. This enhances security and control for production deployments.
From LangChain blog
AI1 min read
A new architecture, Recurrent Looped Transformer (RLT), developed by a Princeton researcher, allows for unbounded temporal depth in decoder-only LLMs by carrying decoder state across all tokens. This design addresses limitations in traditional attention mechanisms and offers a potential path to improved reasoning capabilities.
From MarkTechPost
AI1 min read
AWS introduced Pizza Bot, a self-hosted application designed to manage and organize the output of background AI agents. This open-source project provides an email-style inbox for tracking and approving tasks, supporting multiple model providers and offering flexible deployment options.
From MarkTechPost
AI2 min read
This article details four mechanisms – context budgeting, memory strategy, todo-state, and compaction – used within harness systems like LangChain Deep Agents and Claude Code to mitigate context overflow and goal loss in long-horizon agent tasks. These techniques involve offloading, summarization, and structured data management to improve agent performance.
From MarkTechPost
Research1 min read
A new curation agent approach, ‘environment-probing,’ enhances existing agent memory systems by allowing the agent to verify and refresh its knowledge. This results in improved performance on benchmark databases and management tasks, reducing query costs and tool calls.
From arXiv cs.AI
AI1 min read
Kinaxis, a Canadian company, is deploying AI to assist businesses in managing supply chain disruptions. The system leverages machine learning to predict and mitigate risks, improving operational resilience.
From Microsoft AI news
Posts are drafted from public feeds by models OpenSmartRoute routes to - the same router, skill and metering customers use - and always link to the original source. Corrections: support.
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