🤖 AI Brief

Beyond LLMs: Why Scalable Enterprise AI Adoption Depends on Agent Logic

A blog post argues that scalable enterprise AI adoption depends on agent logic beyond LLMs, focusing on reasoning and action orchestration.

Building the infrastructure for the Intelligence Age in Michigan

OpenAI breaks ground on a 1GW data center project in Michigan as part of Stargate, aiming to expand AI infrastructure, create jobs, and support communities.

OpenAI frontier models and Codex are now available on AWS

OpenAI frontier models and Codex are now generally available on AWS, enabling enterprises to build with OpenAI using AWS environments, controls, and procurement workflows.

Model Release: Codex (OpenAI)

Comprehensive observability for Amazon SageMaker AI LLM inference: From GPU utilization to LLM quality

AWS presents a comprehensive observability solution using Amazon Managed Grafana dashboards for LLMs on SageMaker AI endpoints, covering GPU utilization and LLM quality metrics.

Boston Children’s uses AI to unlock new diagnoses

Boston Children's Hospital uses OpenAI technology to improve patient care and diagnose over 40 rare disease cases.

How Braintrust turns customer requests into code with Codex

Braintrust engineers use Codex with GPT-5.5 to run experiments and code faster.

Strengthening societal resilience with Rosalind Biodefense

OpenAI launches Rosalind Biodefense, expanding trusted access to GPT-Rosalind for vetted developers and U.S. government partners advancing biodefense and public health.

Model Release: GPT-Rosalind (OpenAI)

A shared playbook for trustworthy third party evaluations

OpenAI shares guidance on third-party AI evaluations, covering how to assess model capabilities, safeguards, and validity for frontier systems.

Training Azerbaijani language models on Amazon SageMaker AI

Azercell Telecom built an Azerbaijani LLM on Amazon SageMaker AI for telecom use cases, establishing a production-ready framework in six weeks.

Build a custom portal with embedded Amazon SageMaker AI MLflow Apps

This post describes building a custom portal with embedded SageMaker AI MLflow Apps UI using a React front end and Flask reverse proxy with SigV4 authentication.

How Endava builds an agentic organization with Codex

Endava uses Codex to build an agentic organization, reducing requirements analysis from weeks to hours.

OpenAI’s Frontier Governance Framework

OpenAI's Frontier Governance Framework outlines AI safety, security, and risk practices aligned with emerging EU and California regulations.

ITBench-AA: Frontier Models Score Below 50% on the First Benchmark for Agentic Enterprise IT Tasks — by Artificial Analysis and IBM

Frontier models score below 50% on ITBench-AA, the first benchmark for agentic enterprise IT tasks, created by Artificial Analysis and IBM.

Cisco and OpenAI redefine enterprise engineering with Codex

Cisco is using OpenAI's Codex to scale AI-native development, accelerate AI Defense work, and automate defect remediation.

Building self-improving tax agents with Codex

OpenAI, Thrive, and Crete built a self-improving tax agent with Codex that automates filings and improves accuracy.

Warp’s big bet on building open source with GPT-5.5

Warp uses GPT-5.5 and OpenAI models to coordinate coding agents across local, cloud, and open-source development workflows.

Election information and safeguards in 2026

OpenAI is helping people access election information, supporting cyber defenders, and increasing AI transparency ahead of global elections.

Technical deep dive: AgentCore payments and innovation in agentic commerce

Amazon Bedrock AgentCore payments preview enables instant payments to external services with stablecoin support for sub-cent microtransactions and configurable spending guardrails.