AI Agents & Automation

AI agents can think, but they still cannot pay. 这不是模型能力问题，而是支付基础设施问题。 Most software pricing on the internet still assumes the payer is a human. You sign up for

The freight and auto transport industry has historically been a data-rich, insight-poor sector....

arXiv:2605.19010v1 Announce Type: new Abstract: Natural language to SQL (NL2SQL) conversion is an important problem for researchers and enterprises due to the u

arXiv:2605.19035v1 Announce Type: new Abstract: The rapid advancement of Large Language Models has given rise to autonomous LLM-based agents capable of complex

arXiv:2605.19099v1 Announce Type: new Abstract: We introduce DecisionBench, a benchmark substrate for emergent delegation in long-horizon agentic workflows. The

arXiv:2605.19151v1 Announce Type: new Abstract: We formalize trust calibration for agentic tool use (deciding when an automated agent's proposed action may exec

Continue reading on AI Simplified in Plain English »

Samsung and Google unveil stylish AI-powered smart glasses at Google I/O 2026, aiming to redefine wearable tech with hands-free AI-driven experiences. Key takea

Imagine you're deep into a brainstorming session with an AI, going back and forth for an hour - and then the free tier rate limit hits. Now you have to switch t

What if it didn’t just answer but actually did something about it? Continue reading on Medium »

This is not just another “AI reads papers” story. Continue reading on Towards AI »

This is not just another “AI reads papers” story. Continue reading on Medium »

While everyone debates whether AI agents will replace human workers, Claude has quietly solved a more pressing problem: how do you… Continue reading on Medium »

While everyone debates whether AI agents will replace human workers, Claude has quietly solved a more pressing problem: how do you… Continue reading on Medium »

I’ve been asking myself this question a lot lately. The more I dig in, the more I think the answer is yes. But it’s messier than the hype… Continue reading on M

I’ve been asking myself this question a lot lately. The more I dig in, the more I think the answer is yes. But it’s messier than the hype… Continue reading on M

In January–February 2026, the ClawHavoc campaign put roughly 1,184 malicious skills into a popular...

AI agents are rapidly moving from experimental prototypes to production‑grade services that need reliable, programmable money flows—whether it’s a chatbot that

AI agents are quickly becoming the new workforce for everything from automated customer support to on‑chain data verification, but they still hit a roadblock wh

This is a submission for the Google I/O Writing Challenge On-device AI has spent most of its existence being impressive in demos and limited everywhere else. Go

Building a robust MCP (Meta‑Consensus Protocol) server that can natively integrate with the AiFinPay SDK opens up a new class of fintech applications—think real

Building an Inference OS for prediction markets Most AI agent stacks default to "throw the...

What this article answers (plain language): The chat surface that routes operator requests should not be the same thing as the AI that… Continue reading on Medi

Geopolitical Concentration and the Materiality of Intelligence Continue reading on AI Advances »

During COVID, we temporarily halted large parts of the physical economy, but governments kept demand alive by injecting income directly… Continue reading on Bec

The OpenAI Agents SDK is rapidly becoming the standard for building production AI agents. But as...

Key takeaways AI applications use a single endpoint to handle multiple complex tasks:...

📌 The full version (with interactive SVG figures, the drift curve, the five-whys hub, the document-vs-context split, and the Harness concentric layers) is host

Hey everyone! Thanks for stopping by! 🙌 I'm Parth, a pre-final year B.Tech IT student from DTU,...

GitLab is slashing jobs, shrinking its geographic footprint, and reorganising its engineering teams as it bets its future on a world where AI agents, not humans

The core counterargument to my three directory sites is Google's own AI Overviews. Here's the falsifiable 6-month bet I'm making and what would prove me wrong.

Autonomous agents burn through tokens and hallucinate critical logic, yet model vendors accept zero legal risk. Recent public failures show why human developers

Why interoperable attribution infrastructure naturally emerges above fragmented government AI environments Continue reading on Medium »

Every enterprise wants AI agents, but the tutorials skip the hard part: getting from demo to...

Um. I think I’m on the side of the bot. Continue reading on Medium »

Helicone went into maintenance mode in March. Here is the one-evening migration to a self-hosted observability stack you control. Continue reading on Medium »

Most teams are still trying to bolt a chatbot onto their product while Google is quietly optimizing for something very different: fleets… Continue reading on Me

13,000 applicants. A lawyer, a cardiologist, a musician, and a road engineer walk into an AI hackathon… and beat software engineers. Continue reading on Medium

I got caught flat-footed twice by the same customer. I have an office hours call with them almost...

The whole thing took 9 seconds. Continue reading on MeetCyber »

As we discussed in previous articles, context is one of the foundational elements behind Agentic AI systems. Continue reading on Medium »

A few years ago, most enterprise architecture conversations revolved around one thing: breaking monoliths into microservices. It made sense. Enterprises wanted

Google I/O 2026 was an agentic coming-out party. Agent-first IDE. Autonomous debugging. Vibe coding to production. Chrome DevTools for agents. The message was c

The Agent Payment Protocol Stack: Why Nobody Is "Winning" — And Everyone Is tl;dr: x402, AP2, ACP, and Stripe MPP are not competing. They are layering. The agen

What does the world's largest humanoid robot company think about the future ot work, the future of robots ... and how we should think about Chinese robotics com

Recently I’ve been experimenting with integrating local AI runtimes into Rails applications using...

This is a submission for the Hermes Agent Challenge TL;DR Most AI agents forget everything the...

In the 1990s, when most Nigerian businesses still relied on paper files, fax machines, and office memos, Chuma Chukwujama was already convinced software was the