Asana cuts model costs 76x in browser tests with GPT-6.1 Sol
Asana used GPT-6 Astra in Codex to make its browser agent 76x cheaper and 5x faster in tests. The goal is to offer customers more capable models.
#Deployment/Engineering
OpenAI NewsAI Score4040 Hugging Face BlogAI Score3232 Ai2 replaces priority scheduler with GPU time budgets and fair-share allocation
Ai2's AI Infrastructure team replaced its priority-based GPU scheduler with GPU time budgets.
AWS Machine Learning BlogAI Score3434 How Postman runs Agent Mode for 40 million developers on Amazon Bedrock
Postman detailed how its Agent Mode serves 40 million developers on Amazon Bedrock.
AWS Machine Learning BlogAI Score2222 AWS September 2026 recap: Bedrock adds GPT-6 Astra, Claude Opus 5.5, Kimi K3; AgentCore and Strands updates
AWS's September 2026 Bedrock updates added OpenAI's GPT-6 Astra, Sol, and Luna models.
OpenAI NewsAI Score2626 Sophos cuts threat investigation time by 96% with OpenAI Daybreak
Sophos uses OpenAI's Daybreak to cut cyber-threat investigation time by 96% and automate 52% of MDR cases while preserving human oversight.
OpenAI NewsAI Score2222 LegalOn halves Codex costs while maintaining development speed
LegalOn cut estimated daily Codex costs by 65% while maintaining development speed. It matched Astra, Sol, and Luna to tasks and managed budgets strategically.
NVIDIA BlogAI Score3636 Into the Omniverse: How Developers Turn Ideas Into Simulations With Frontier AI Agents
NVIDIA developers are using frontier AI models such as GPT-6 Astra with Omniverse libraries to turn simulation ideas into working applications. Projects include a humanoid warehouse simulator, an autonomous-driving test workflow on San Francisco's Market Street, and Robo Olympics, where a simulated Unitree G1 humanoid cleared a hurdle in 64 of 100 trials.
AWS Machine Learning BlogAI Score5353 Pay-per-inference for AI agents: How BlockRun and Incarna use Amazon Bedrock AgentCore payments
Amazon Bedrock AgentCore payments lets agents pay for services on demand.
OpenAI NewsAI Score1212 How Oracle turns days of work into minutes with ChatGPT and Codex
Oracle is using ChatGPT Work and Codex to turn specialist knowledge into fast, repeatable workflows across recruiting, engineering, and operations, cutting days of work down to minutes.
AWS Machine Learning BlogAI Score2222 Share GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod
AWS details a reference architecture for running multi-tenant GPU clusters on Amazon SageMaker HyperPod with EKS.
AWS Machine Learning BlogAI Score2222 Build a voice travel concierge with Amazon Bedrock AgentCore, Managed Knowledge Base and Nova Sonic
AWS shows how to build an airline voice concierge on Amazon Bedrock AgentCore.
AWS Machine Learning BlogAI Score2222 Manage Amazon SageMaker HyperPod Spaces directly from SageMaker Studio
AWS now lets users create and manage SageMaker Spaces on HyperPod EKS clusters directly from the SageMaker Studio UI.
AWS Machine Learning BlogAI Score1717 Best practices for Amazon SageMaker HyperPod administration and governance
AWS outlines a four-layer governance model for Amazon SageMaker HyperPod — organization.
AWS Machine Learning BlogAI Score2121 Responsible AI governance: How AWS positions customers to align with ISO/IEC 42005:2025
AWS outlines how customers can align AI governance with ISO/IEC 42005:2025, which codifies AI system impact assessment practices. The standard covers the full assessment lifecycle.
AWS Machine Learning BlogFeaturedAI Score7171 Claude Haiku 5.5 launches on Amazon Bedrock and Claude Platform on AWS
Claude Haiku 5.5 is now available on Amazon Bedrock and Claude Platform on AWS. According to Anthropic.
Why it matters: The post details Haiku 5.5's effort controls and subagent role, useful for judging cost and routing tradeoffs.
AWS Machine Learning BlogAI Score2626 Rethinking access control for RAG with Amazon Quick and Amazon Bedrock
Amazon Quick and Amazon Bedrock Knowledge Bases add real-time ACL enforcement on top of pre-retrieval filtering.
GitHub Blog · AI & MLFeaturedAI Score6262 GitHub extends push protection to unstructured secrets with a ModernBERT classifier built with Microsoft Applied Sciences
GitHub built a fine-tuned ModernBERT classifier with Microsoft Applied Sciences that assesses candidate secrets in context in under two milliseconds.
Why it matters: GitHub's nine quarters of push data and the latency budget behind its new secret classifier show how prevention is being moved into the push path.
Microsoft ResearchFeaturedAI Score7171 Microsoft Research Asia open-sources Agent Lightning v1.0, a 3,500-line agentic RL framework
Microsoft Research Asia open-sourced Agent Lightning v1.0, a roughly 3.
Why it matters: The original gives the framework's design choices and a measured SWE-bench gain, so readers can judge whether to reuse their existing harness for RL.
AWS Machine Learning BlogAI Score2222 Beyond hours saved: Building the business case for agentic automation
AWS outlines an Agentic Value Model for justifying agentic automation, arguing the RPA-era ROI formula of hours saved times labor cost misses most agent value. It adds exception handling.
AWS Machine Learning BlogAI Score2222 How Qlik built grounded, enterprise-scale AI with Amazon Bedrock
Qlik built Qlik Answers on Amazon Bedrock to give employees grounded, sourced answers from knowledge bases.
AWS Machine Learning BlogAI Score3434 Automate remediation post AWS DevOps Agent investigation
AWS shows how to automate remediation after an AWS DevOps Agent investigation using AWS Lambda Durable Functions.
AWS Machine Learning BlogAI Score2222 Building AI builders: Playbook for closing the AI knowledge-capability gap
AWS shares a six-week program that pairs non-engineering business professionals with mentors and production-grade tools to build working AI prototypes. A team of four built WealthWise.
AWS Machine Learning BlogAI Score2424 How Cornerstone OnDemand cut database diagnosis by 78% with Amazon Bedrock
Cornerstone OnDemand built Orion AI, a multi-agent system on Amazon Bedrock and Strands Agents.
AWS Machine Learning BlogAI Score3838 Building a context-aware AI assistant on AgentCore and OpenClaw
This post shows how to build a personal assistant with persistent memory using OpenClaw.
NVIDIA BlogAI Score2222 Why Telecom Operators Are Building Their AI Strategy on Open Models
NVIDIA's State of AI in Telecommunications report finds 89% of respondents say open source models and software are important to their AI strategy. NVIDIA announced the 30-billion-parameter Nemotron 3 Large Telco Model, fine-tuned by AdaptKey on open source telecom datasets, plus a full fine-tuning recipe via NeMo. SoftBank, AT&T and Indosat Ooredoo Hutchison are using open models for telecom-specific AI.
OpenAI NewsAI Score2222 Advancing computer use with Ironclad
OpenAI and Ironclad are training and evaluating AI agents on complex contracting workflows to advance computer use for professional work.
NVIDIA BlogAI Score2222 NVIDIA Inception startups use AI to close breast cancer care gaps from scan to treatment plan
NVIDIA Inception startups iSono Health, Whiterabbit.ai and Ataraxis AI are building AI applications for breast cancer imaging.
Anthropic BlogAI Score2626 How Cresta turned CX expertise into an agent builder on the Claude Agent SDK
Cresta built Conductor, a natural-language agent builder on the Claude Agent SDK.
NVIDIA BlogFeaturedAI Score6060 NVIDIA DGX Spark 64GB launches for local AI, with two-unit clustering via NVIDIA Sync
NVIDIA will offer DGX Spark with 64GB of unified memory from Acer, ASUS, Dell, Gigabyte.
Why it matters: The post gives the 64GB configuration's price, memory ceiling and two-unit clustering numbers, so readers can size local agent workloads against it.
Hugging Face BlogAI Score4242 AutoSynthData: Generating Training Data for Enterprise Agents
ServiceNow CoreAI built AutoSynthData, a pipeline that turns a target model's failures and a stronger teacher's successes into new training tasks for enterprise agents. It generates tasks as system specification, user prompt, and verifier, then validates them in the environment and uses accepted samples for post-training, with the curriculum shifting toward remaining weaknesses. The pipeline is illustrated with EnterpriseOps Gym.
NVIDIA BlogFeaturedAI Score6666 NVIDIA GPUs accelerate OpenAI's GPT-6 Astra Ultrafast, up to 8x faster token generation
GPT-6 Astra Ultrafast is now available in the OpenAI API and to eligible ChatGPT Work and Codex users.
Why it matters: The post gives the speedup figure and the agent loop it targets, so readers can judge whether the latency change matters for their own tool-calling workflows.
NVIDIA BlogAI Score2222 NVIDIA: How AI Factories Maximize Return on Investment
NVIDIA argues AI factory ROI hinges on three factors: earning capacity, useful life.
Anthropic BlogFeaturedAI Score7676 Anthropic introduces mods to customize Claude Code
Anthropic introduced mods, small TypeScript functions that change how Claude Code works by hooking into events such as tool calls.
Why it matters: The post details how mods hook Claude Code events and what admins can restrict, useful for judging control over an existing workflow.
Microsoft ResearchAI Score3838 Microsoft Research's ML pipeline forecasts space-weather risk for 66,935 US substations
Microsoft Research built a machine learning pipeline that forecasts geomagnetic storm risk for 66.
Anthropic NewsAI Score3030 Barclays scales Claude to upgrade operations and improve client experience
Barclays is expanding its Anthropic partnership to deploy Claude across its global operations.
Anthropic BlogFeaturedAI Score6060 Anthropic makes Claude for Government generally available for federal and state agencies
Claude for Government is now generally available to federal and state agencies.
Why it matters: Details the FedRAMP High environment, spend caps and ATO-oriented audit controls agencies get before adopting Claude.
Anthropic BlogAI Score3232 How Anthropic's sales team rebuilt inbound with Claude Managed Agents
Anthropic's sales team built a buying agent on Claude Managed Agents (beta) that handles thousands of conversations daily.
Anthropic BlogAI Score3434 Agents you can coach: how Asana builds human-agent teams with Claude
Asana builds its AI agents on the Work Graph model, so agents take defined roles.
Mistral AIAI Score4141 Mistral opens Munich hub for Physics AI and Industrial AI
Mistral has opened a new hub in Munich housing research teams focused on Physics AI and Industrial AI.
Hugging Face BlogFeaturedAI Score7171 H Company releases Holo4 computer-use agent models in 27B dense and 35B-A3B MoE sizes
H Company released Holo4, a new series of generalist computer-use agent models in two sizes.
Why it matters: The post gives the two model sizes, the interfaces they cover and the OSWorld 2.0 numbers, so readers can weigh a cheaper open-weight computer-use agent against closed frontier models.