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

Import AI 459: AI oversight is difficult; scaling laws for protein folding models; and pricing the extinction risk of AI systems

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe now The AI economy in the US is growing at

It’s the Lessons We Learned Along the Way. Or, Is It?

Research projects in the age of AI The post It’s the Lessons We Learned Along the Way. Or, Is It? appeared first on Towards Data Science.

Building the infrastructure for the Intelligence Age in Michigan

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

Escaping the Valley of Choice in BI

Why Agentic BI threatens an entire profession The post Escaping the Valley of Choice in BI appeared first on Towards Data Science.

Google AI Studio vs Gemini App: What’s the Difference?

Google has made the Gemini ecosystem confusing as hell. You have the Gemini App, which looks like a normal AI chatbot. Then you have Google AI Studio, which also looks like… a chatbot! But on steroids. So the obvious que

OpenAI frontier models and Codex are now available on AWS

OpenAI frontier models and Codex are now generally available on AWS, giving enterprises a new path to build with OpenAI through the AWS environments, controls, and procurement workflows they already use. Customers can ge

AI in video game development: How artificial intelligence is reshaping the industry

A Google Cloud survey found that 90% of developers are already integrating AI into their daily work, and on Steam, 7,818 titles disclosed AI use in 2025 alone, a 681% increase over the previous year. AI in video game dev

NVIDIA AI Cloud Ecosystem Expands Worldwide to Meet Global AI Compute Demand

The NVIDIA AI Cloud ecosystem is accelerating the global buildout of AI factory infrastructure. Partners are expanding capacity to meet growing demand from enterprises, startups, nations, AI labs and developers scaling a

NVIDIA Factory Operations Blueprint Gives Factories a New AI Brain

As factories move from isolated automation to plant-wide intelligence, manufacturers need AI systems that can connect live machine signals, quality systems, work instructions and operational alerts into a unified decisio

Taiwan’s Industry Titans Turbocharge World’s AI Infrastructure Buildout With NVIDIA

Taiwan is home to more than 500 NVIDIA ecosystem partners. More than 1 million NVIDIA MGX rack components for NVIDIA Vera Rubin infrastructure come together in Taiwan, from across 25 factory sites. As Vera Rubin ramps in

How Cosmos 3 Helps Physical AI Think Before It Acts

Welcome NVIDIA Cosmos 3: The First Open Omni-model for Physical AI Reasoning and Action

NVIDIA Levels Up Local AI Agents Across RTX PCs and DGX Spark

Personal agents are exploding in popularity, with open source projects like OpenClaw and Hermes seeing rapid adoption by AI developer communities on GitHub. Built to adapt to individual preferences and workflows, these a

AI Workflows for Sales Teams: Prospect Research, Lead Qualification, and CRM Updates on Autopilot Using LangGraph

Sales teams spend hours every day on tasks that should never see a human. Research a prospect, score them against their fit, and put it all into a CRM. These are repeatable, rule based processes AI workflows driven by mu

Meta-Cognitive Regulation Might Be the Most Important AI Skill Nobody Is Talking About

As AI gets smarter, the real differentiator may be how well humans regulate their own thinking. The post Meta-Cognitive Regulation Might Be the Most Important AI Skill Nobody Is Talking About appeared first on Towards Da

Serving Multiple Users at Once: How Continuous Batching Keeps LLM Inference Efficient

This article is divided into four parts; they are: • The Problem with Static Batching • Code Example of Static Batching • Continuous Batching: Dynamic Scheduling and Ragged Batching • Full Implementation The simplest way

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

This post demonstrates a comprehensive observability solution using Amazon Managed Grafana dashboards that provides a holistic view of both quality and quantity for LLMs served on Amazon SageMaker AI endpoints with infer

Take our I/O 2026 quiz, vibe coded in Google AI Studio.

We used Google AI Studio to vibe code a quiz about our top I/O 2026 announcements.

9 demos of Gemini Omni and Gemini 3.5 in action

Watch 9 videos showing the capabilities of Gemini Omni and Gemini 3.5, announced at Google I/O 2026.

Scaling safe enterprise AI with OpenAI governance frameworks

OpenAI’s latest governance frameworks offer enterprise leaders a structured blueprint for scaling safe and compliant AI deployments globally. The adoption of large language models has steadily progressed towards requirin

25 Most Influential AI Pioneers to Meet at DataHack Summit 2026

The strongest AI voices are not just people with impressive job titles. They are researchers pushing the technical boundaries of AI. Founders building AI communities. Practitioners turning models into products. Even lead

Claude Opus 4.8: A Smarter Model in the Right Direction

The AI industry has matured to the point where raw intelligence is no longer the only thing that matters. A year ago, every model release was a race to publish bigger benchmark numbers. More parameters, features and ever

Check out real-life AI prototypes from the Futures Lab.

University of Waterloo students develop AI prototypes like sign language tutors to reshape the future of education and work.

Boston Children’s uses AI to unlock new diagnoses

Boston Children’s Hospital uses OpenAI technology to improve patient care, reduce operational burden, and help diagnose more than 40 rare disease cases.

How Braintrust turns customer requests into code with Codex

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

Anthropic releases Claude Opus 4.8

Anthropic has released Claude Opus 4.8, an upgrade to Claude Opus 4.7 that the company says brings improved results for coding, agent work, reasoning, and knowledge work. The platform can be used through claude.ai, Claud

How the Pope’s Magnifica Humanitas offers a template for individuals to meet the AI moment

Pope Leo XIV’s new encyclical on artificial intelligence includes a statement that warrants serious attention from technologists and policymakers: “Technology is never neutral.” Magnifica Humanitas (“Magnificent Humanity

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, public health, and pandemic preparedness through frontier AI.

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 LLC, Azerbaijan's leading telecommunications provider, wanted to build an Azerbaijani large language model (LLM) on Amazon SageMaker AI for telecom use cases and a customer-facing chatbot. The challenge:

Build a custom portal with embedded Amazon SageMaker AI MLflow Apps

In this post, you learn how to build a custom portal with embedded SageMaker AI MLflow Apps UI. You walk through the architecture pattern behind a React front end paired with a Flask reverse proxy that handles AWS Signat

Evaluating Deep Agents using LangSmith on AWS

This post combines learnings from LangChain’s work on evaluating deep agents and Anthropic’s guide to demystifying evals for AI agents into a practical guide. In this post, you will learn how to: 1) apply five evaluation

Claude Opus 4.8 is now available on AWS

This post covers Opus 4.8's improvements and practical guidance for AI engineers integrating the model into agentic systems and production inference workloads on Amazon Bedrock.

Catch up on 12 major I/O 2026 moments

Here are 12 of the biggest Google I/O 2026 keynote moments, including news about Gemini Omni, Gemini 3.5 Flash and more.

Google Pay preps for AI agents with Universal Commerce Protocol

Google Pay is overhauling its payment infrastructure for an impending wave of transactions from AI agents. The latest updates introduce the Universal Commerce Protocol and a new server architecture, positioning Google Pa

NVIDIA Research Advances Robotics From Simulation to the Real World

Robotics is entering a new phase: moving from controlled demos and scripted automation toward generalizable, reliable embodied autonomy in the real world.  At the International Conference on Robotics and Automation (ICRA

Building a Context Pruning Pipeline for Long-Running Agents

Modern AI agents built on top of large language models (LLMs) are designed to run continuously.

How Endava builds an agentic organization with Codex

Learn how Endava uses Codex to build an agentic organization, accelerating software delivery and reducing requirements analysis from weeks to hours.

NBA plans AI system for automatic out-of-bounds calls

NBA Commissioner Adam Silver said the league plans to introduce an automated system for certain officiating decisions, including out-of-bounds calls. The system would use AI and cameras placed around the court to determi

OpenAI’s Frontier Governance Framework

Explore OpenAI’s Frontier Governance Framework and how our AI safety, security, and risk practices align with emerging EU and California regulations.

MUFG aims to become AI-native with OpenAI

MUFG uses ChatGPT Enterprise to build an AI-native organization, improve workflows, and deliver new AI-powered financial services at scale.

AI Factories: The New Infrastructure of Intelligence

AI factories are token factories, converting power into intelligence in real time. And as agentic AI scales and autonomous, always-on special agents are deployed in the enterprise, performance per watt and cost per token

Google folds Display Ads into AI-first Demand Gen platform

Google is folding Display Ads into its AI-powered Demand Gen platform, marking the end of a long-standing digital advertising model. The Google Display Network (GDN) has been a staple of the open internet for almost twen

South Africa Has AI Leverage. Its Draft Policy Leaves It Unused

This article is adapted by the author with permission from Tech Policy Press. Read the original article. South Africa is not just another developing country struggling to govern artificial intelligence; it is the excepti

The Statistics of Token Selection: Logits, Temperature, and Top-P Walkthrough

When large language models, or LLMs for short, produce outputs, several criteria are at stake, including not only overall response relevance but also coherence and creativity.

Cisco and OpenAI redefine enterprise engineering with Codex

Cisco and OpenAI are redefining enterprise engineering with Codex, helping Cisco scale AI-native development, accelerate AI Defense work, and automate defect remediation.

Building self-improving tax agents with Codex

See how OpenAI, Thrive, and Crete built a self-improving tax agent with Codex, automating filings, improving accuracy, and accelerating workflows.

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

Ahead of global elections, we’re helping people access information, supporting cyber defenders, and increasing AI transparency

NVIDIA Vera CPU Is ‘Packing a Heavy-Hitting Punch’ Against Competition

The shift to agentic AI creates a new CPU requirement for the AI factory: fast cores, massive memory bandwidth and the ability to sustain high performance when all cores are active. Initial benchmark results published by

Import AI 458: Reckoning with the future; and a singularity story

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. This issue consists of a lengthy essay based on a sp

Thermal Cameras and AI Help Ships Steer Clear of Gray Whales

On a sunny Tuesday afternoon in May, San Francisco Bay is busy. Container ships the size of skyscrapers deliver their wares to the Port of Oakland, tankers bear fuel, and ferries carry tourists to their hikes and commute

10 Everyday Tasks You Can Automate with AI Today (With n8n Templates)

Most AI automation content sounds useful, but then leaves you with one big question: where to start? Instead of only talking about automation, you probably want to create real-world automation workflows with minimal codi

AI with Model-Based Design: Virtual Sensor Modeling

This webinar presents a workflow offering end-to-end solutions for designing, training, validating and verifying, compressing, and deploying AI-based virtual sensor models to embedded processors within a single environme

Google Antigravity 2.0: The Full Developer Guide (I/O 2026)

Google didn’t just ship an update at I/O 2026. They redrew the map.  Google Antigravity 2.0 dropped on May 19th and it’s not an IDE refresh. It’s a full platform pivot from AI assisted coding, to multi agent orchestratio

Harness, Scaffold, and the AI Agent Terms Worth Getting Right

OpenAI, Grupo Folha and Grupo UOL announce strategic content partnership

OpenAI partners with Grupo Folha and Grupo UOL to bring trusted Brazilian journalism to ChatGPT, expanding access to news with attribution and transparency.

Build a Claude Cowork-Like Browser Agent Using Playwright MCP and Claude Desktop

Claude Cowork shifts AI from chat-based assistance to task delegation. Instead of giving users instructions, it performs actions directly on the user’s computer, files, applications, and browser workflows. Combined with

Pandas vs Polars vs DuckDB: Which Library Should You Choose?

pandas remains the default choice for notebooks, exploratory analysis, visualization, and machine learning workflows. Polars focus on fast, memory-efficient DataFrame processing, while DuckDB brings a SQL-first approach

Catch up on the Dialogues stage at Google I/O 2026.

A recap of the 2026 I/O Dialogues, where leaders discuss the future of AI, quantum computing, robotics and creativity.

Building Context-Aware Search in Python with LLM Embeddings + Metadata

Keyword search breaks the moment a user types something a document doesn't literally say.

NVIDIA GTC Taipei at COMPUTEX: Live Updates on What’s Next in AI

At NVIDIA GTC Taipei at COMPUTEX, the world’s developers, researchers and industry leaders are converging to dive into the latest breakthroughs shaping every industry, covering topics spanning AI factories and scaling in

Open-Source Software Is Starting to Help Robots Think

When a group of academics started making open-source robotics hardware, a generation of roboticists got years of their lives back. Now, the bigger challenge is getting robots to think—and that’s starting to be open sourc

How to Build a Multi-Agent Research Assistant in Python

I have been experimenting with the OpenAI Agents SDK, and it has quickly become one of my favorite ways to build agentic AI applications.

The Future of Physical AI Isn’t Smarter Robots, It’s Smarter Interfaces

This sponsored article is brought to you by Wetour Robotics. A field technician on a wind turbine, harness clipped, both hands on a wrench, needs to send a command to the diagnostic device hanging at her belt. A logistic

Agentic Programming: A Roadmap

Here is the number that defines the current state of things: <a href="https://svitla.

NVIDIA and Google Cloud Empower the Next Wave of AI Builders

At this year’s Google I/O conference, NVIDIA and Google Cloud are accelerating the work of more than 100,000 developers in the companies’ joint developer community, which provides curated learning paths, hands-on labs an

How AI Mode is changing the way people search in the U.S.

One year after launch, see how AI Mode’s users are shifting from keywords to natural language queries.

New ways to create and get things done in Google Workspace

Announcing new voice capabilities in Gmail, Docs and Keep, a new design tool called Google Pics and updates to AI Inbox.

I/O 2026: Welcome to the agentic Gemini era

The latest from Google I/O: See how we’re helping you get more done with Gemini.

Gemini 3.5: frontier intelligence with action

At Google I/O we released Gemini 3.5, our latest series of models combining frontier intelligence with action.

A new era for AI Search

We shared the next step in our journey to bring together the best of a search engine with the best of AI.

Everything new in our Google AI subscriptions, fresh from I/O 2026

Introducing a $100 AI Ultra plan — plus, new features and benefits for Google AI Plus, Pro and Ultra subscribers.

I/O 2026

At Google I/O 2026, we shared how we’re making AI more helpful for everyone. See everything we announced.

NVIDIA CEO Jensen Huang at Dell Technologies World: ‘Demand Is Going Parabolic, Utterly Parabolic’

Agentic AI inference at one-tenth the cost per token with NVIDIA Vera Rubin NVL72. Agent sandboxes run 50% faster on NVIDIA Vera than traditional CPUs — while enterprise data queries are up to 3x faster with the Vera CPU

Vera Arrives: NVIDIA’s First CPU Built for Agents Lands at Top AI Labs

The first NVIDIA Vera CPUs arrived at three of the world's leading AI labs on Friday — Anthropic in San Francisco, OpenAI in Mission Bay, SpaceXAI in Palo Alto — followed by a delivery to Oracle Cloud Infrastructure in S

Import AI 457: AI stuxnet; cursed Muon optimizer; and positive alignment

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe now Stuxnet before Stuxnet:…Fast16 bugs so

Agentic AI for Robot Teams

This presentation highlights recent efforts at the Johns Hopkins Applied Physics Laboratory to advance agentic AI for collaborative robotic teams. It begins by framing the core challenges of enabling autonomy, coordinati

How Melbourne’s AI and Data Center Flywheel Is Accelerating Research Innovation

This sponsored article is brought to you by Melbourne Convention Bureau (MCB) supported by Business Events Australia. Melbourne’s reputation as a global events city, from the Australian Open tennis and Formula 1 Australi

Voice AI Systems Are Vulnerable to Hidden Audio Attacks

AI-powered voice and audio tools are becoming increasingly embedded in daily life, from digital assistants to smart speakers and customer service bots. Advances in large audio-language models (LALMs), which can both ana

AI Rings on Fingers Can Interpret Sign Language

Electronic rings wirelessly connected to an AI system are capable of translating multiple sign languages into text, a new study finds. “I believe this is an important step toward making sign language translation systems

Graphene “Tattoos” for Plants Could Form Neural Networks

A hydrated leaf is a healthy leaf. That’s true for the leaves of crop plants in a farmer’s field and for the leaves of trees in an area vulnerable to forest fires. But the traditional techniques to monitor leaf hydration

Accelerating Chipmaking Innovation for the Energy-Efficient AI Era

This sponsored article is brought to you by Applied Materials. At pivotal moments in history, progress has required more than individual brilliance. The most consequential breakthroughs — such as those achieved under the

Can AI Chatbots Reason Like Doctors?

One of the earliest stated goals for computing in medicine was to aid in clinical reasoning: the decision-making steps required to reach a diagnosis and form a treatment plan. And over the years, researchers have built m

Building Blocks for Foundation Model Training and Inference on AWS

Import AI 456: RSI and economic growth; radical optionality for AI regulation; and a neural computer

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv, cappuccinos, and feedback from readers. If you’d like to support this, please subscribe. Subscribe now Regulate? Don’t regulate. There’s a th

The new AI-powered Google Finance is expanding to Europe.

This week, the new, AI-powered Google Finance is launching across Europe, with full local language support. This reimagined experience offers a suite of powerful capabil…

See what happens when creative legends use AI to make ads for small businesses.

Today we're launching The Small Brief, an initiative bringing together three ad industry icons to champion a local businesses they love. Their mission is to build breakt…

5 gardening tips you can try right in Search

We’ve rounded up the top ways you can use Google’s AI Mode, Search Live and Shopping to help your plants thrive.

Import AI 455: Automating AI Research

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv and feedback from readers. If you’d like to support this, please subscribe. Subscribe now AI systems are about to start building themselves. W

DeepInfra on Hugging Face Inference Providers 🔥

Import AI 454: Automating alignment research; safety study of a Chinese model; HiFloat4

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv and feedback from readers. If you’d like to support this, please subscribe. Subscribe now Huawei’s HiFloat4 training format beats Western-deve

Import AI 453: Breaking AI agents; MirrorCode; and ten views on gradual disempowerment

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv and feedback from readers. If you’d like to support this, please subscribe. A shorter issue than usual as I was attending the 2026 Bilderberg

Import AI 452: Scaling laws for cyberwar; rising tides of AI automation; and a puzzle over gDP forecasting

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv and feedback from readers. If you’d like to support this, please subscribe. Subscribe now Uh oh, there’s a scaling war for cyberattacks as wel

Import AI 451: Political superintelligence; Google’s society of minds, and a robot drummer

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv and feedback from readers. If you’d like to support this, please subscribe. Subscribe now AI might let us build “political superintelligence”:

Import AI 450: China’s electronic warfare model; traumatized LLMs; and a scaling law for cyberattacks

Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv and feedback from readers. If you’d like to support this, please subscribe. A somewhat shorter issue than usual as I had to do a lot of child

Railway secures $100 million to challenge AWS with AI-native cloud infrastructure

Railway, a San Francisco-based cloud platform that has quietly amassed two million developers without spending a dollar on marketing, announced Thursday that it raised $100 million in a Series B funding round, as surging

Claude Code costs up to $200 a month. Goose does the same thing for free.

The artificial intelligence coding revolution comes with a catch: it's expensive. Claude Code, Anthropic's terminal-based AI agent that can write, debug, and deploy code autonomously, has captured the imagination of soft

Listen Labs raises $69M after viral billboard hiring stunt to scale AI customer interviews

Alfred Wahlforss was running out of options. His startup, Listen Labs, needed to hire over 100 engineers, but competing against Mark Zuckerberg's $100 million offers seemed impossible. So he spent $5,000 — a fifth of his

Salesforce rolls out new Slackbot AI agent as it battles Microsoft and Google in workplace AI

Salesforce on Tuesday launched an entirely rebuilt version of Slackbot, the company's workplace assistant, transforming it from a simple notification tool into what executives describe as a fully powered AI agent capable

Anthropic launches Cowork, a Claude Desktop agent that works in your files — no coding required

Anthropic released Cowork on Monday, a new AI agent capability that extends the power of its wildly successful Claude Code tool to non-technical users — and according to company insiders, the team built the entire featur

Nous Research's NousCoder-14B is an open-source coding model landing right in the Claude Code moment

Nous Research, the open-source artificial intelligence startup backed by crypto venture firm Paradigm, released a new competitive programming model on Monday that it says matches or exceeds several larger proprietary sys

A conversation with Kevin Scott: What’s next in AI

The post A conversation with Kevin Scott: What’s next in AI appeared first on The AI Blog.

From Hot Wheels to handling content: How brands are using Microsoft AI to be more productive and imaginative

The post From Hot Wheels to handling content: How brands are using Microsoft AI to be more productive and imaginative appeared first on The AI Blog.

Microsoft open sources its ‘farm of the future’ toolkit

The post Microsoft open sources its ‘farm of the future’ toolkit appeared first on The AI Blog.

How data and AI will transform contact centres for financial services

The post How data and AI will transform contact centres for financial services appeared first on The AI Blog.

AI-equipped drones study dolphins on the edge of extinction

The post AI-equipped drones study dolphins on the edge of extinction appeared first on The AI Blog.

Online math tutoring service uses AI to help boost students’ skills and confidence

The post Online math tutoring service uses AI to help boost students’ skills and confidence appeared first on The AI Blog.

AI-Mimi is building inclusive TV experiences for Deaf and Hard of Hearing user in Japan

The post AI-Mimi is building inclusive TV experiences for Deaf and Hard of Hearing user in Japan appeared first on The AI Blog.

Microsoft’s framework for building AI systems responsibly

The post Microsoft’s framework for building AI systems responsibly appeared first on The AI Blog.

Singapore develops Asia’s first AI-based mobile app for shark and ray fin identification to combat illegal wildlife trade

The post Singapore develops Asia’s first AI-based mobile app for shark and ray fin identification to combat illegal wildlife trade appeared first on The AI Blog.

The opportunity at home – can AI drive innovation in personal assistant devices and sign language?

The post The opportunity at home – can AI drive innovation in personal assistant devices and sign language? appeared first on The AI Blog.