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Can an Apple lawsuit derail OpenAI’s hardware plans?

On the latest episode of Equity, we debate whether Apple's lawsuit will cast a shadow over OpenAi's much-discussed plans to get into hardware and go public.

Backpropagation Explained for Beginners (Part 1): Building the Intuition

Let's discover how neural networks learn, step by step The post Backpropagation Explained for Beginners (Part 1): Building the Intuition appeared first on Towards Data Science.

‘Odyssey’ director Christopher Nolan calls AI an obvious ‘Trojan horse’

"Everybody knows the Greeks are inside."

Nonprofit Current AI is racing to build the World Wide Web of AI, free for all

Current AI, a nonprofit building AI that leaves no one culture behind, has made remarkable progress across devices, AI chat, and more.

Your AI Agent Passed Every Eval. Finance Still Killed It.

An AI agent passed every metric in the eval harness I published, then the CFO killed it — its successful resolutions cost more than the humans it replaced. The post Your AI Agent Passed Every Eval. Finance Still Killed I

Top 10 GitHub Repositories Trending in July 2026 (AI, ML & GenAI Edition)

If you’ve spent any time on GitHub Trending this month, you’ve probably noticed a pattern: it isn’t research papers turning into repositories anymore, it’s agents. Coding agents, pentesting agents, trading agents, and th

Kimi: Threat or menace?

Chinese company Moonshot AI released a new version of its Kimi model this week, prompting concern about "full AI communism."

Many Companies Use AI. Few Know How to Build an AI-Native Enterprise Data Platform.

A practical enterprise AI architecture with data agents, AI-powered QA, and AI governance. The post Many Companies Use AI. Few Know How to Build an AI-Native Enterprise Data Platform. appeared first on Towards Data Scien

Transform your sales organization with Amazon Quick: your new agentic AI teammate

In this post, we walk through a few ways that Quick delivers on this promise. We cover the entire sales cycle, from identifying your highest-priority prospect, contacting them, working the deal to close, and keeping the

How Smartsheet built a remote MCP server on AWS

In this post, we cover a high-level view of the Smartsheet remote MCP architecture, with a focus on the AWS infrastructure behind it. This includes security, governance, scaling and deployment, and the AI-specific optimi

How to Work Effectively with GPT-5.6

Maximize the latest OpenAI model The post How to Work Effectively with GPT-5.6 appeared first on Towards Data Science.

Bunkerhill raises $55M to scale agentic AI across health systems

Bunkerhill Health has raised $55 million to scale its agentic AI platform, Carebricks. The closing of the company’s Series B round, announced today, folds in continued participation from Sequoia Capital, Felicis, Optum V

NVIDIA Vera Rubin Maximizes Intelligence per Dollar for Post-Training Workloads — a Key Metric for Agentic AI

Lowest cost per token from extreme codesign maximizes intelligence per dollar for post-training in the agentic era.

Using Classical ML to Empower AI Agents

On the value of building on existing foundations The post Using Classical ML to Empower AI Agents appeared first on Towards Data Science.

Context Engineering Isn’t Enough — A Loop Engineering Experiment With No LLM Inside the Loop

Everyone is talking about loop engineering, but most discussions assume an LLM sits at the center of the loop. I wanted to isolate the architecture itself. So I built a deterministic, zero-dependency Python benchmark tha

The Download: perimenopause misinformation and China’s latest AI leap

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. There’s a lot of hype around perimenopause. Don’t buy it. Perimenopause used to be

Agentic AI Security: Defending Against Prompt Injection and Tool Misuse

In this article, you will learn what prompt injection and tool misuse are in the context of agentic AI systems, and which defense strategies experts...

Analog AI Is Back, But Can It Survive Its Own Noise?

AI's energy crisis is reviving an old idea: computing with physics instead of digital logic. Here's how analog chips actually work, why noise nearly killed the idea once already, and what happens when you simulate that n

How to Connect MCP Servers with Claude (Claude Desktop and Claude Code)

Connecting MCP servers to Claude allows it to work with external tools, files, databases, repositories, and other systems instead of operating only within the chat window. The setup differs slightly between Claude Deskto

Introducing Grok on Amazon Bedrock

This post covers what makes Grok 4.3 a great fit for agentic and enterprise workloads, how you access it through Amazon Bedrock, and how to use the capabilities most teams reach for first: a basic chat request, configura

The AI compute gap: Enterprises are buying infrastructure faster than they can measure what it costs

Across 107 enterprises, AI infrastructure spending is accelerating well ahead of the ability to see or steer its economics. Most organizations run their AI on a familiar base of hyperscalers and model-provider APIs, yet

The agent security gap: 54% of enterprises have already had an AI agent incident, and most still let agents share credentials

Across 107 enterprises, AI agents are being given real access to systems and data while the controls meant to contain them lag behind. More than half have already had a confirmed agent security incident or a near-miss; o

GPT-5.6 Sol vs Claude Fable 5: Benchmarks, Pricing & Hands-On

GPT-5.6 Sol and Claude Fable 5 are currently fighting for the frontier-model crown. Fable 5 holds a slight edge in general intelligence, while Sol hits back with stronger coding performance, faster execution and much low

The AI context gap: Enterprise AI organizations have a trust problem, not a retrieval problem — and most are still building the fix

Across 101 enterprises, the infrastructure that feeds AI agents their business context is being built faster than it can be trusted. Retrieval-augmented generation is already the default context source, and provider-nati

Examining Google DeepMind’s AI bioresilience push

Google DeepMind and Isomorphic Labs outlined a bioresilience program to curb AI misuse in biology while aiding outbreak response. The two organisations published an update on a joint initiative that began quietly and has

The agent evaluation gap: Enterprise AI organizations have a reality-alignment problem, not a coverage problem — and most are shipping to production anyway

Across 157 enterprises, organizations are granting AI agents more autonomy while trusting the evaluations meant to gate that autonomy less. Half have already shipped an agent that passed their internal evaluations and th

Prepare These 5 Assets Before Your AI Agents Take On More Work

How to define recurring work, give AI the right context, explain what high-quality work looks like, and decide where human judgment is still needed. The post Prepare These 5 Assets Before Your AI Agents Take On More Work

Connect more of your apps to Search

You’ll be able to securely link and interact with your go-to services directly in AI Mode.

Create, edit and star in videos with two Google Vids updates

Gemini Omni and personal avatars in Google Vids make video creation easier than ever.

Run a Local AI Model with Ollama in 15 Minutes

In this article, you will learn how to get a small language model running locally on your own machine in under 15 minutes using Ollama....

The Download: OpenAI unveils GPT-Red and heat pumps rise in the US

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. Meet GPT-Red: an LLM super-hacker OpenAI built to make its models safer OpenAI has

Neko Health raises $700 million to expand AI body scans in the US

Neko Health has raised $700 million to expand its AI body scans in the United States, starting with a clinic in New York. The company’s preventive screening service combines medical imaging, blood tests, proprietary sens

NVIDIA Introduces New Jetson Thor Computers to Advance Mainstream Robotics and Edge AI

General-purpose robots and autonomous machines are moving from research labs to real-world mass-market deployment, creating demand for compact, power-efficient AI supercomputers capable of running foundation models at th

Agentic orchestration: Enterprise AI organizations have a deployment problem, not a platform problem — and most are calling chatbots agents

Across 101 enterprises, agent orchestration is consolidating onto model-provider platforms — Anthropic’s Claude leads by a wide margin — chosen for the gravity of the underlying model and judged on reliable multi-step ex

Built Technologies builds an AI-powered document intelligence solution on AWS to power agents across real estate finance

Built partnered with the AWS Generative AI Innovation Center (GenAIIC), AWS Partner AND Digital, and AWS account teams to create a scalable, AI-powered document processing engine that can classify, split, extract, evalua

Agentic vision: Building visual intelligence with Amazon Bedrock and MCP servers

In this post, we walk you through the Computer Vision MCP Server, which illustrates this approach, representing how AI systems can process visual information and make intelligent decisions through a single, standardized

The First Chatbot’s Multiple Personalities

ELIZA is remembered as the world’s first AI star, a kindly therapist in chatbot form that gently probed users’ worries. Even its creator, Joseph Weizenbaum, was surprised by the warm reception given to his experiment in

This AI Folds DNA Into Mini Masterpieces

Shaped like dogs, stars, and the Mona Lisa, you could mistake these DNA structures for fun-shaped macaroni if they weren’t only nanometers wide. South Korean scientists made the constructions using a technique called DNA

Scikit-Ollama for Scikit-LLM/Ollama Integration

In this article, you will learn how scikit-ollama bridges the scikit-learn interface with locally running Ollama models to perform zero-shot text classification; no cloud API...

NVIDIA and Japan Bring Full-Stack AI and Robotics to Every Industry

Home to leading manufacturers, robotics pioneers, infrastructure builders and iconic gaming companies, of course, Japan is one of the world’s centers of AI — building across the full stack with NVIDIA technologies. This

Nokia’s AI-RAN platform: a radio comeback that runs on NVIDIA

Nokia’s AI-RAN platform arrived on July 15 with a claim worth examining: that it is the industry’s first. The vendor says the platform, built on its anyRAN software and NVIDIA’s Aerial system, will let operators pull far

Inside the Claude Fable 5 System Prompt: A Full Breakdown

THE GIST ▸ What it is: A 3,826-line system prompt steering Claude Fable 5 inside the Claude app, pulled from a public GitHub archive. ▸ What’s in it: Rules about safety, tone and restraint. ▸ Why it matters: it shows a f

Introducing Real World VoiceEQ: Measuring the human quality of voice AI

Multi-agent social intelligence with Strands Agents and Amazon Bedrock

This post shows how Thrad.ai deployed a multi-agent system with Strands Agents and Amazon Bedrock AgentCore that automates the pipeline from prospect discovery through personalized email generation. The post compares two

What is Meta Prompting and How does it work?

Prompts shape every interaction with a large language model. Clear instructions produce focused, useful responses, while vague ones often lead to inconsistent results. This becomes harder when teams need the same task co

Accelerating software delivery with agentic QA automation using Amazon Nova Act – Part 2

In this post, we extend that foundation to demonstrate how QA Studio addresses batch regression testing and pipeline integration through test suites that organize and parallelize execution, and a command-line interface t

Nemotron Labs: How Open Models Give Enterprises and Nations AI They Can Trust, Control and Customize

Enterprises have plenty of powerful models to choose from. The real test is whether the AI an enterprise builds uniquely addresses the needs of the business: improving workflows, tapping into domain knowledge and exceedi

Scaling UX testing with Amazon Nova Act: A new approach to user flow analysis

Using generative AI enables parallel execution of comprehensive user flow testing at scale. This solution demonstrates how to build a cloud-deployed UX testing platform that automatically generates test scenarios from do

Scaling medical content review at Flo Health with Amazon Bedrock – Part 2

In this post, we share how Flo Health’s engineering team turned a proof of concept (PoC) from the AWS Generative AI Innovation Center into a production-grade, AI-powered medical content review and generation system built

ScienceSoft’s HIPAA-compliant AI voice scheduler built on AWS

In this post, you will learn how ScienceSoft, an Amazon Web Services (AWS) Services Partner, integrated Amazon Nova 2 Sonic with Amazon Bedrock Guardrails to build a Health Insurance Portability and Accountability Act (H

How I Turned AI to the Dark Side

Summary Researcher Dave Kuszmar discovered multiple systemic vulnerabilities that let him bypass LLM safety and obtain dangerous instructions. These exploits worked across nearly all major LLMs revealing an industry-

AWS and Bluesight build AI for hospital 340B compliance

AWS (Amazon Web Services) has explained how Bluesight developed Prism, an AI layer that connects hospital pharmacy and compliance data across its product suite. Prism Assistant for ControlCheck has reached general availa

Why Performance per Watt Is the Ultimate Metric for AI Infrastructure Efficiency

Power is AI infrastructure’s inescapable constraint. How many tokens an AI factory can generate within a fixed power budget determines its revenue and profitability. Because of this, performance per watt — a metric that

LLM Evaluation Frameworks Compared: How to Actually Measure What Your Model Does

In this article, you will learn how to evaluate LLM applications using the three dominant open-source frameworks — RAGAS, DeepEval, and Promptfoo — and why...

OpenAI GPT-5.6 Sol, Terra, and Luna are now generally available on Amazon Bedrock

Today, GPT-5.6 Sol, Terra, and Luna from OpenAI are generally available on Amazon Bedrock, bringing the smartest family of models from OpenAI yet to Amazon Bedrock’s next-generation inference engine built for high-perfor

When your brain works differently, AI isn’t a luxury—it’s accessibility

In this post, I share how AI serves as an accessibility tool for neurodivergent professionals. The system is built on Amazon Quick on your desktop, an AI-powered desktop and web assistant that compensates for executive f

The AI Arms Race in Technical Interviews Is Escalating

Software engineering jobs are under threat from artificial intelligence. Some applicants are fighting back by using AI in the interview process, employing AI assistants that suggest responses on the fly during remote tec

Building AI Agents? Here Are Some Anti-Patterns to Avoid.

Agent systems change constantly in production.

AI agent crawlers now need permission. Here’s how to get it

AI agent crawlers, the bots that fetch pages in real time on behalf of a person waiting for an answer, will be blocked by default on a slice of the web from September 15 onwards. Cloudflare announced the change on July 1

Building a Foundation Stack for General-Purpose Robots

This article is brought to you by X Square Robot. Large language models gave artificial intelligence a working recipe. Pretrain a large model on broad data, and general capability follows. Robotics has no such recipe. Ro

Choosing the Right AI Agent Memory Strategy: A Decision-Tree Approach

In this article, you will learn how to choose the right memory strategy for an AI agent by working through a simple decision tree, one...

GPT-5.6 Is Here: Sol, Terra, and Luna

For twelve days, the best AI models on the planet existed and almost nobody could touch them. That ends now! GPT-5.6 Sol, Terra, and Luna go public today! The models are accessible by all users (no subscription required)

LLM Orchestration Frameworks Compared: LangChain vs. LlamaIndex vs. Raw API Calls

The default assumption in most LLM developer communities is that you start with raw API calls and graduate to a framework as your project grows.

Large Tabular Models Excel Where LLMs Fail

The large language models (LLMs) that form the basis of generative AI chatbots such as ChatGPT, Claude, and Gemini can generate uncannily human-like text and images. But these models still struggle with a skill that, iro

NVIDIA Nemotron Achieves Benchmark-Leading Performance With LangChain Deep Agents Harness

NVIDIA Nemotron 3 Ultra is offering leading performance at lower cost than top closed models with the largest and most widely adopted AI agent orchestration platform.  LangChain tuned its Deep Agents harness for NVIDIA N

AI Models Overthink Problems—and It’s a Security Risk

Large language models (LLMs) that can think through problems step-by-step have significantly increased the scope of tasks that AI can tackle. But new research suggests these reasoning capabilities also introduce a critic

From Hugging Face to Amazon SageMaker Studio in one click

Tools vs. Subagents: Building Effective AI Agents Without Over-Engineering

Tools execute code.

Hugging Face Models on Foundry Managed Compute

AI Innovators Adopt NVIDIA Vera — Why Max Single-Threaded CPU at Scale Matters

Max single-threaded CPUs at scale are a new category of CPUs built for the agentic AI era.  Across the creation and deployment of an agentic system, the CPU is on the critical path for reasoning, response time and learni

What Makes AI Art Worth Collecting?

In May, an anonymous artist who goes by SHL0MS on X posted that he had used AI to generate an image inspired by Claude Monet and asked people to weigh in on how it missed the mark. More than 600 responses called out issu

Expanding Managed Agents in Gemini API: background tasks, remote MCP and more

We’re announcing new capabilities in Managed Agents in Gemini API so developers can build reliable, production-ready agents.

NVIDIA and Hugging Face Bring New Models and Frameworks to LeRobot for the Open Robotics Community

Open source AI has shown how quickly developers can innovate when models, data and tools are shared. Robotics has the same opportunity, but advancements in physical AI development can still be gated by costly and fragmen

Run AI workloads on any cloud, store on Hugging Face: zero-egress storage with SkyPilot

Small AI Models Gain Traction Around the World

One morning in 2019, Adebayo Alonge was in a Cape Town hotel room, preparing to demonstrate his startup’s AI answer to a serious problem in African health care: counterfeit medication, which kills thousands of people acr

How Open Models Are Driving AI Research

Every year, the International Conference on Machine Learning (ICML) reveals where thousands of AI researchers have decided to put their work.  This year’s accepted papers reveal a clear direction: open frontier models an

How Nations Are Deploying AI for Strategic Priorities

Nations have long invested in domestic infrastructure to advance their economies, protect and use their data, and take advantage of technology opportunities in areas such as transportation, communications, commerce, ente

Import AI 464: Fables writes GPU kernels; AI automation; and analog computation

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 Fable writes a decent GPU kernel, hint

AI’s Volatile Power Use Quietly Tests Grid Limits

The rapid expansion of artificial intelligence infrastructure is typically framed as an energy problem. Data centers are projected to consume a growing share of global electricity demand: The International Energy Agency

NVIDIA Unlocks AI Compute at Scale, Inviting Partners to Power the AI Infrastructure Buildout

As AI moves from model development to production inference, compute demand is accelerating and shifting toward continuously operating AI factories that generate tokens at scale. This shift requires access to large‑scale,

The latest AI news we announced in June 2026

Here are Google’s latest AI updates from June 2026.

As AI Reshapes Global Energy Systems, Melbourne Leads Through Engineering Collaboration

This article is brought to you by Melbourne Convention Bureau (MCB) supported by Business Events Australia. As artificial intelligence accelerates global demand for compute, a parallel constraint is emerging with equal u

New York City educators and industry leaders gathered at Google’s offices to shape the future of AI in classrooms.

Google, the New York Jobs CEO Council and Urban Assembly hosted an AI summit for 150 education and industry leaders.

The Space-based Data Center Hype Machine Is Already in Orbit

“The lowest-cost place to put AI will be in space, and that will be true within two years, maybe three at the latest,” SpaceX founder Elon Musk told the World Economic Forum in Davos this past January, as his company was

Hugging Face and Cerebras bring Gemma 4 to real-time voice AI

ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration

Emily Bender Sets the Record Straight on “Stochastic Parrots”

In March 2021, a group of four researchers—a collaboration of linguists and computer scientists—published their now legendary paper “On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? 🦜” The paper re

Unlocking Britain’s next era of productivity: Building a nation of AI trailblazers

Google UK shares its latest Economic Impact Report and how to enable more people to unlock the benefits of AI-powered technologies.

Featuring Every Eval Ever Results on Hugging Face Model Pages

Ask an AI expert: What exactly is the full stack?

A Google expert explains what it means to take a full-stack approach to AI and why it’s been the foundation of our AI work for so long.

Import AI 463: Self-improving robots; a 10k Chinese GPU cluster; and an elegiac essay for the human era

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 NVIDIA sets up a crude self-improvemen

The Lab Mistake That Might Revolutionize Computing

Today, you probably asked a question of a large language model, or accepted a connection suggestion on LinkedIn, or watched a recommended video on YouTube, or took a different route to work based on a traffic prediction

ConlangCrafter Turns AI to Imagining Languages

There are over 7,000 natural languages today, but that doesn’t stop people from occasionally making up completely new ones. These constructed languages, or conlangs, include Dothraki, Klingon, and various Elvish language

Import AI 462: Superpersuasion; self-sustaining AI; paths to ASI

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 AI can decisively out-persuade humans:

New research shows how AMIE, our medical AI, could help manage health conditions.

Research in “Nature” shows our conversational AI system matches primary care physicians in complex disease management.

Import AI 461: “Alignment is not on track”; FrontierCode; and synthetic research interns

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 AI researchers launch new safety start

Import AI 460: Reward hacking society, RSI data from Anthropic; and RL-based quadcopter racing

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 Society can be reward-hacked, just lik

The latest AI news we announced in May 2026

Here are Google’s latest AI updates from May 2026

5 ways Google Search can level up your thrift and vintage shopping

Uncover second-hand scores with AI tools in Google Search and Shopping.

How we used Gemini to build Google I/O 2026

Learn how Googlers used AI to produce Google I/O 2026.

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

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.

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.

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.

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

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.

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

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

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