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The Interfaces Are Arriving

The most consequential AI news of the past year came from a standards body. In December 2025, Anthropic donated the Model Context Protocol to the newly formed Agentic AI Foundation, a directed fund under the Linux Foundation cofounded by Anthropic, Block, and OpenAI, with support from Google, Microsoft, AWS, Cloudflare, and Bloomberg. Six months earlier, […]

Operating Mode as Runtime State: A Contract for Enterprise

During a service incident, a customer-remediation workflow is moved onto an emergency route because the situation is critical and the team needs a fast resolution. Approvals are shortened, a priority queue is opened, and an on-call agent is cleared to use an alternate procedure until the service recovers. The incident ends, but the route stays […]

When Content Is Free, Trust Is the Product

There is more technical content available today than any human being could read in a thousand lifetimes. Every topic has a dozen YouTube videos, three Substack posts, a GitHub repo, and a Reddit thread, most created in the last six months and, in many cases, technically accurate. And yet most of the professionals I talk […]

Own the Outer Loop

The following article originally appeared on Addy Osmani’s blog and is being republished here with the author’s permission. In the past year, the conversation around agentic engineering has moved to harnesses and loops, fleets and software factories. My 2 cents is engineers need to own the outer loopβ€”the accountability for these systems. This only gets […]

LLMs Reward Expertise

The following article originally appeared on Sean Goedecke’s blog and is being republished here with the author’s permission. In the 2010s, if you had technical gaps (say, you couldn’t write CSS), you had to either rely on a skilled colleague or just hope that the answer to your exact problem was out there on the […]

Zero to Agent in 30 Minutes: Build a Supply Chain for Agent Context with Maxim Salnikov

We still haven’t solved the problem of keeping track of everything we’re feeding our AI agents. Developers now install agent skills, instructions, and other customizations from public repositories by the dozens, and those files end up scattered across user profiles, application folders, and codebases with no record of where they came from or whether they’ve […]

Experience Mapping Matters More the Faster You Move

AI is changing how fast organizations can move. Ideas that used to take months to build now take days, sometimes hours. That sounds like good news, and it is. But it creates a new problem. When execution is fast, teams can move in many directions at once. Marketing can ship a new campaign, product can […]

The forgotten goal of labor policy: Make work better

Maureen Conway, the vice president at the Aspen Institute, explains how Congress and agencies can pull certain policy levers to support essential workers.

Β© The Associated Press

Workers repair a park near the Capitol in Washington, Wednesday, July 21, 2021. About 8 in 10 Americans favor plans to increase funding for roads, bridges and ports and for pipes that supply drinking water. But a new poll from The Associated Press-NORC Center for Public Affairs Research shows that’s about as far as Democrats and Republicans intersect on infrastructure. P (AP Photo/J. Scott Applewhite)

On 9/11, recall the patriots in 400 towers

Attack by air ironically showed the resilience of the air traffic control system, plus the skill and nerves of people who landed a million passengers safely.

Β© The Associated Press

In this March 16, 2017 photo, air traffic controllers work in the tower at John F. Kennedy International Airport in New York. President Donald Trump is looking to shift responsibility for the system from the government to a private, nonprofit corporation run by airlines and other aviation interests. (AP Photo/Seth Wenig)

The future of wildfire response depends on emerging technology

We must build and test these solutions today, so they are ready to deploy when tomorrow’s emergencies strike. Now is the time to prepare for the future.

Β© The Associated Press

A firefighters works to stop a wildfire in Gouveia, in the Serra da Estrela mountain range, in Portugal on Thursday, Aug. 18, 2022. Authorities in Portugal said Thursday they had brought under control a wildfire that for almost two weeks raced through pine forests in the Serra da Estrela national park, but later in the day a new fire started and threatened Gouveia. (AP Photo/Joao Henriques)

This Week in AI: The Frontier Is Getting Bigger

Host Christina Stathopoulos, founder of Dare to Data and a former data scientist at Google and Waze, returned to This Week in AI with developments that stretched from Claude testing ways to improve model safety to Chinese open weight models gaining developer traffic and new systems learning to model physics. She also examined what Anthropic […]
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