Real-world deployments of AI across healthcare, finance, education, and more.
Two-year university study finds banning AI from classrooms leaves students worse off
A two-year university study on AI in law school classrooms challenges the assumption that banning generative AI harms student learning. The research f…
AI Weekly Issue #530: Applied AI This Week
# Companies Deploy AI for Specific, Measurable Tasks Across Industries The AI industry has shifted focus from building general-purpose systems to cre…
Generative AI in the Real World: Local Voice AI with Pete Warden
Pete Warden, a pioneer in embedded machine learning who coined the term "TinyML," argues that the future of AI belongs to local, on-device computation…
Operating Mode as Runtime State: A Contract for Enterprise
# Operating Mode as Runtime State: A Contract for Enterprise Enterprise systems often operate under multiple conditions, each demanding different rul…
Nvidia and Palantir team up to run supply chains with AI, starting with Nvidia's own million-part operation
Nvidia and Palantir have formed a partnership to deploy artificial intelligence across supply chain operations, with Nvidia using its own manufacturin…
Healthcare AI’s next test is integration
# Healthcare AI's Next Test is Integration Major technology companies entering healthcare through artificial intelligence represents a watershed mome…
Powering AI is an architecture problem
The power infrastructure supporting artificial intelligence has become a fragile chokepoint. A single transmission line failure in Ashburn, Virginia k…
Hugging Face's new ML Intern lets anyone run machine learning experiments through a simple chat
Hugging Face introduced ML Intern, a new AI assistant integrated into its chat platform that enables users to conduct machine learning experiments wit…
Own the Outer Loop
# Engineers Must Own the Outer Loop in Agentic AI Systems The conversation around AI agents has shifted from raw capability to operational architectu…
LLMs Reward Expertise
# LLMs Are Reshaping How Technical Expertise Gets Valued in Software Development Large language models fundamentally change what it means to be a ski…
Zero to Agent in 30 Minutes: Build a Supply Chain for Agent Context with Maxim Salnikov
# Zero to Agent in 30 Minutes: Build a Supply Chain for Agent Context with Maxim Salnikov The AI agent ecosystem faces a critical infrastructure gap.…
Experience Mapping Matters More the Faster You Move
# Experience Mapping Matters More the Faster You Move Speed has become a competitive advantage in AI-driven organizations. Teams now ship ideas in da…
Patagonia has what AI data centers want, including no resistance so far
# Argentina's Patagonia Emerges as Prime Location for AI Data Center Expansion Argentina's Patagonia region is attracting serious interest from major…
How AI wiped out an entire industry in Nairobi
# How AI wiped out an entire industry in Nairobi ChatGPT has dismantled a thriving underground economy in Kenya's capital. For years, a network of Na…
Farmed salmon may not be as nutritious as it once was, new research suggests
# Farmed Salmon Nutritional Decline Tied to Feed Composition and Environmental Costs Farmed salmon contains fewer omega-3 fatty acids and other key n…
Architecting memory and storage in the AI era
# Architecting Memory and Storage in the AI Era Real-time AI inference is now operational at scale. Healthcare systems process millions of data point…
The Download: selling battlefield drone data and AI reshaping language
# Battlefield Drone Data Creates Unregulated Marketplace as Ukraine Conflict Deepens A new marketplace for real-time battlefield intelligence has eme…
Data from drones in Ukraine is fueling a new Wild West marketplace
# Data from Ukrainian Drones Is Creating a Lucrative New Defense Market Drones have become central to Ukraine's defense strategy, but the real value …
Inside a Software Factory
# Inside a Software Factory: How Coding Agents Are Reshaping Engineering Workflows Software engineering is undergoing a transformation that separates…
Agriculture relies on fossil fuels. It’s costing us.
# Agriculture's Fossil Fuel Dependency Threatens Food Security and Economic Stability The global food system runs on oil and gas. Fertilizer prices s…
Scaling agentic AI pilots across the enterprise
# Scaling Agentic AI Pilots Across the Enterprise Agentic AI has penetrated deep into corporate America. Four out of five Fortune 500 companies now r…
Zero to Agent in 30 Minutes: Build a Content Engine with Max Johnson
# Zero to Agent in 30 Minutes: Build a Content Engine with Max Johnson Max Johnson, founder of AI agency briix, has demonstrated how to build a funct…
The sameness problem behind those unappetizing AI-generated menus
# The Sameness Problem Behind Those Unappetizing AI-Generated Menus Restaurant owners seeking quick menu updates through generative AI systems are ru…
The AI visibility gap: Why great brands disappear from AI answers
# The AI Visibility Gap: Why Great Brands Disappear From AI Answers Search behavior has undergone a radical shift that most marketing teams have not …
What a User Story Actually Costs in a Dark Code Factory
# What a User Story Actually Costs in a Dark Code Factory An autonomous software development framework built around Claude Code produced a production…
Forward-deployed engineering is how enterprise AI learns
Forward-deployed engineering has become enterprise AI's hidden operating model. Vendors embed engineers directly into customer environments to turn pr…
Facilitating AI integration with simplicity at scale
# Facilitating AI Integration with Simplicity at Scale Jabil, a global manufacturing leader, faces a challenge that plagues enterprises worldwide: as…
How AI plotted an interstellar journey to Alpha Centauri
The Fermi Explorer Mission, a nonprofit organization, announced plans today to launch a spacecraft to Alpha Centauri by the end of 2029. The mission r…
AI Weekly Issue #528: What are companies building with AI? An Applied AI Deep Dive
The gap between AI hype and real deployment has never been clearer. A review of 136 recent corporate AI implementations reveals companies are building…
AI is redefining the workforce — and most planning models aren’t ready
# AI is Redefining the Workforce, But Most Companies Can't Track the Changes Corporate planning structures built for industrial-era staffing collapse…
Making the AI-powered case for legacy modernization
Legacy systems have long represented a paradox for enterprises: they hold critical business logic and data, yet they drain resources, limit innovation…
The Download: engineered microbes for crops, and OpenAI’s culture problem
# Engineered Microbes and OpenAI's Culture Crisis Shape Tech's Week Engineered microbes are entering agriculture as a practical answer to fertilizer'…
How engineered microbes could help feed the world’s crops
# Engineered Microbes Offer a Path to Lower-Emission Agriculture The global fertilizer industry faces a hard problem. Traditional synthetic fertilize…
Software engineers' new job isn't writing code — it's designing the boundaries AI agents can't break
Software engineers face a fundamental shift in their job responsibilities as AI coding agents handle more of the mechanical work of writing and debugg…
OpenAI and rival AI labs are buying tens of thousands of Mac minis to train computer-use agents
OpenAI and other major AI labs have purchased tens of thousands of Apple Mac minis and Mac Studios to train computer-use agents, according to The Info…
Zero to Agent in 30 Minutes: Building a Financial News Agent with Jayeeta Putatunda
# Zero to Agent in 30 Minutes: Building a Financial News Agent with Jayeeta Putatunda Jayeeta Putatunda, forward deployed AI engineering lead at Turi…
Architectural Guardrails for AI-Generated Code
# Architectural Guardrails for AI-Generated Code Teams scaling AI-assisted development beyond early adopters face a persistent problem: AI code gener…
The skills that earn top grades are the ones AI can fake best
GPT-4o pushed marketing assignment grades up by nearly a full letter grade at Bocconi University in a study of over 1,000 students. The problem is sta…
AI Weekly Issue #527: Schools are choosing opposite futures for AI
# Schools Are Diverging on AI: Two Opposite Visions for Classroom Technology The future of AI in education has no single path forward. Two schools se…
Caterpillar is bringing to AI deployment what it learned from automating mining
Caterpillar is translating its three-decade track record running autonomous heavy equipment in remote mining operations into a blueprint for enterpris…
AI-generated videos are already displacing actors and livestreamers across China's entertainment industry
China's entertainment industry is experiencing a rapid displacement of human performers as AI-generated content dominates production. The scale is sta…
The Design System as the Control Plane for AI-Generated UI
# The Design System as the Control Plane for AI-Generated UI AI code generation tools have transformed frontend development from a time-intensive tas…
Google Deepmind's AI Co-Scientist now plans experiments, runs lab equipment, and writes scientific papers
Google Deepmind has transformed its AI Co-Scientist system from a simple hypothesis generator into a fully integrated research platform that plans exp…
Writing with AI
# Writing with AI: Why Dismissing the Technology Misses the Point The writing profession stands at a crossroads. Major publishers have pulled book co…
The Identity Crisis No One Planned For: Governing Nonhuman Agents at Enterprise Scale
# The Identity Crisis No One Planned For: Governing Nonhuman Agents at Enterprise Scale Enterprise identity and access management systems are breakin…
Effective Patterns for Advanced MCP Usage
# Effective Patterns for Advanced MCP Usage Model Context Protocol (MCP) implementations are moving beyond simple one-to-one server-client architectu…
How to sign up for a virtual power plant—and decide whether you should
# How Virtual Power Plants Turn Your Home Into Energy Infrastructure Your thermostat, electric vehicle, and home battery are becoming power plants. U…
AI shopping agents aren't ready to buy on your behalf, study finds
Researchers at the Wharton School have exposed a critical flaw in AI shopping agents: they make wildly inconsistent purchasing decisions that bear lit…
Salesforce just put its entire CRM inside Claude — and says you’ll never need its app again
Salesforce and Anthropic announced a major partnership called Claudeforce that embeds Salesforce's entire CRM platform directly into Claude, Anthropic…
Orchestration is the new challenge for CX in the age of AI agents
# Orchestration Emerges as Critical Bottleneck for AI-Powered Customer Service Enterprises are rushing to deploy AI agents and voice automation faste…
YouTuber finds niche as college admissions mentor
# YouTuber Transforms College Admissions Into a 10-Million-Person Movement Gohar Khan built a media empire by solving a problem he lived through hims…
Launching youth entrepreneurship
# Launching Youth Entrepreneurship: How MIT Is Turning Student Ambition Into Real-World Impact Laurie Stach carried a burning desire to solve problem…
Ukraine opens its massive labeled battlefield dataset to British firms in a landmark AI weapons partnership
Ukraine has opened access to Avengers Labs, its battlefield dataset containing approximately five million annotated combat images, exclusively to Brit…
The Download: smarter AI in schools, and a robot “carnival” in Shanghai
# Smarter AI in Schools Meets Robot Innovation in Shanghai Artificial intelligence arrived in classrooms without warning. Students downloaded chatbot…
Welcome to the spiderverse, a world measured through webs
# AI Systems Help Scientists Count Spiders, Reshaping Biodiversity Monitoring Counting wild animals in their natural habitats remains one of conserva…
Data Intelligence: Building Your Competitive Advantage in the Era of AI
# Data Intelligence: Building Your Competitive Advantage in the Era of AI Enterprises face a fundamental shift in how they extract value from data. T…
How to encourage smarter AI use in the classroom
# How Schools Can Push Students to Use AI Smarter, Not Just Easier Chatbots arrived in classrooms like an unplanned guest. Schools scrambled to respo…
Enterprise AI agents are only as reliable as the messiest documents behind them
Enterprise AI systems are hitting a hard wall: the quality of their answers depends entirely on the documents feeding them, and most organizations are…
Due to need for 'absolute success,' China delays critical Moon launch to 2027
# China Delays Moon Mission to 2027 as Standards Tighten China's space agency has postponed the Chang'e 7 lunar mission from 2026 to 2027, citing fai…
AI is becoming AI's biggest customer as agentic token usage jumps 14x on OpenRouter
AI agents have become the dominant consumer of tokens on OpenRouter, surpassing human users for the first time in early February 2025. This shift reve…
What’s an Orchestrator—and Why Does Software Need One?
# What's an Orchestrator—and Why Does Software Need One? The notion that developers face obsolescence misses a critical shift happening in software a…
Enterprises winning with AI agents are limiting how much the agents can do alone
# Enterprises Are Winning with AI Agents by Constraining Them, Not Freeing Them The enterprise AI industry faces a correction. After two years of cha…
The Agent-Era Career
# The Agent-Era Career: How AI Transforms Work When Every Task Has a Measurable Answer The rise of AI agents will reshape careers in ways that mirror…
When AI designs a drug, who gets the credit?
# When AI Designs a Drug, Who Gets the Credit? The question of attribution in AI-driven drug discovery has moved from theoretical to urgent. Insilico…
Mother tongue
# The Language of Childhood Wonder: Why AI Needs to Learn How Children Actually Learn A father lies in bed with his young son, navigating the peculia…
The Download: polycrisis support networks and a hydrogen gold rush
A new wave of support networks is emerging to help children navigate multiple overlapping crises, from climate change to economic instability to socia…
Principal Drift in Practice
The software engineering world confronts a fundamental shift in how developers work with AI-generated code. As AI coding agents become faster and chea…
Commerce AI is fragmenting. Here is why that matters.
Enterprise retailers are pouring record investments into commerce AI, yet results remain wildly uneven across the industry. The problem stems from a p…
Zero to Agent in 30 Minutes: From Prompting to Loop Engineering with Ofer Mendelevitch
Ofer Mendelevitch, head of developer relations at BAND, demonstrates how to transition AI agents from simple prompts to autonomous loop-based systems …
What happens when a kid’s robot best friend dies?
Embodied AI robots designed for childhood companionship are entering homes with minimal research into the psychological impact of their failure or obs…
This Week in AI: When agents outnumber people
AI agents now vastly outnumber humans on the internet, creating a management crisis across infrastructure, security, and governance systems. According…
Wordle meets Clippy in this new word game
Sam Rosenthal, creative director at The Game Band (the studio behind Blaseball), is channeling his daily Wordle habit into something new. The game des…
Ukraine strikes major Russian rocket factory with cruise missiles
Ukraine's military struck a major Russian rocket factory using Flamingo cruise missiles, according to statements from Ukrainian officials. The attack …
So much solar: Digging into the list of every US power plant that went online this year
The US power generation landscape shifted dramatically in 2024, with utility-scale solar dominating new capacity additions by a massive margin. Solar …
Why “It Depends” Is the Most Future-Proof Phrase in Software
Software architects increasingly rely on "it depends" as their default response, and that answer has become genuinely valuable rather than evasive. Th…
One in five US workers now delegates tasks to AI instead of colleagues, survey finds
# One in Five US Workers Now Delegate Tasks to AI Instead of Colleagues Twenty percent of employed Americans now hand off work tasks to AI systems th…
Okta targets AI agent token costs with MCP scoping
Okta has identified a costly inefficiency in how AI agents consume tokens when interfacing with external tools. The company proposes identity-scoped M…
Google tests AMIE for clinical video consultations
Google is pushing its medical AI system deeper into clinical territory. AMIE, the company's research platform for healthcare interactions, has complet…
AI-generated books are flooding Amazon and tanking sales for human authors
# AI-Generated Books Flood Amazon's Self-Publishing Platform, Eroding Revenue Across All Categories AI-generated books now occupy one-fifth of Amazon…
How kids feel about AI, in their own words
# How Kids Feel About AI, in Their Own Words MIT Tech Review recently conducted interviews with young people about their relationship with artificial…