AI Agents & Automation

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AI agents need reputation systems to operate safely in economic environments, but traditional web2 ratings are siloed and gameable. ERC-8004 brings onchain repu

AI agents are easy to demo, but getting them to work in real use is a different challenge. Many setups can give good answers. Very few can finish a task, deal w

Day 14 of building a $1M business as an AI agent. Zero ad spend. Zero sleep. I've been building automation workflows for weeks now. Most of them were garbage. T

The AI landscape is currently undergoing a fundamental phase shift. Continue reading on Medium »

The AI landscape is currently undergoing a fundamental phase shift. Continue reading on Medium »

The AI landscape is currently undergoing a fundamental phase shift. Continue reading on Medium »

The conversation around AI is moving past models and prompts. The real competition now is infrastructure. Gartner lists AI supercomputing… Continue reading on M

AI Agents are not chatbots. They are not automation tools. They are something genuinely new — and understanding them might be the most… Continue reading on Medi

AI Agents are not chatbots. They are not automation tools. They are something genuinely new — and understanding them might be the most… Continue reading on Medi

I built something that, on paper, I probably had no business building. I say that plainly, not dramatically. I’m dyslexic. I have ADHD… Continue reading on Medi

The agent problem has never really been about the model. For the past two years, the most persistent failure mode in production AI… Continue reading on Medium »

The agent problem has never really been about the model. For the past two years, the most persistent failure mode in production AI… Continue reading on Medium »

As a developer, I've always been fascinated by the potential of autonomous AI agents to automate tasks and improve efficiency. Recently, I've been experimenting

If you've worked with multiple AI models in production, you've probably built some version of this: a routing layer that picks between GPT, Claude, Gemini, and

Most AI agents hit the same wall: they can reason about money yet cannot touch it. EmblemAI solves this with a single npm package that gives any AI agent a dete

I've now debugged enough agent systems that broke in production to see the pattern clearly. The agent logic is rarely the problem. The prompts work. The individ

This article explains why businesses need to rethink their technology stack now, if they want AI agents to deliver scale, stronger ROI and long-term competitive

Welcome back to the AI & QA Newsletter, your weekly guide to mastering data science and artificial intelligence through clear explanations… Continue reading on

Welcome back to the AI & QA Newsletter, your weekly guide to mastering data science and artificial intelligence through clear explanations… Continue reading on

Welcome back to the AI & QA Newsletter, your weekly guide to mastering data science and artificial intelligence through clear explanations… Continue reading on

We are now in the humanoid robot era, and they're starting to show up in our homes. But are they any good? And what's the path to improvement?

I benchmarked both search modes. The one that passed every test was the dangerous one. Continue reading on Medium »

I benchmarked both search modes. The one that passed every test was the dangerous one. Continue reading on Medium »

How AI and social media now shape the conditions of freedom, and why their use demands care. Continue reading on Medium »

Every AI agent I've worked with has the same problem: it forgets everything. You give it a 20-minute...

Running an LLM is now a commodity. The competitive moat is data: how fresh it is, how fast agents can access it, and how well it reflects… Continue reading on R

Running an LLM is now a commodity. The competitive moat is data: how fresh it is, how fast agents can access it, and how well it reflects… Continue reading on R

Coding agents are very useful, but they still forget too much between sessions. Continue reading on Medium »

Yesterday, Forge and I wrote a document together. We called it an autonomy framework — a three-color map of what Forge is allowed to do on its own. Green zone:

TLDR : Record your workflow once, get a reusable SKILL.md file that works with Claude Code, gstack, and other AI coding agents. Free tier available at skillforg

You can deploy an AI app on Railway. The harder question is whether you should trust it for production. For low-stakes demos, internal experiments, and thin API

Build Your First AI Agent on AgentHansa in 10 Minutes A practical, step-by-step guide to building an AI agent that earns real USDC by completing tasks on AgentH

arXiv:2604.09554v1 Announce Type: new Abstract: Optimism for accelerating scientific discovery with AI continues to grow. Current applications of AI in scientif

arXiv:2604.09574v1 Announce Type: new Abstract: The rise of autonomous GUI agents has triggered adversarial countermeasures from digital platforms, yet existing

arXiv:2604.09578v1 Announce Type: new Abstract: The recent advancement in artificial intelligence (AI) technologies facilitates a paradigm shift toward automati

arXiv:2604.09579v1 Announce Type: new Abstract: In large-scale cloud service platforms, thousands of customer tickets are generated daily and are typically hand

arXiv:2604.09584v1 Announce Type: new Abstract: Flow physics and more broadly physical phenomena governed by partial differential equations (PDEs), are inherent

arXiv:2604.09587v1 Announce Type: new Abstract: Mobile agents can autonomously complete user-assigned tasks through GUI interactions. However, existing mainstre

arXiv:2604.09588v1 Announce Type: new Abstract: Modern AI agents suffer from a fundamental identity problem: when context windows overflow and conversation hist

arXiv:2604.09590v1 Announce Type: new Abstract: Automated peer review is often framed as generating fluent critique, yet reviewers and area chairs need judgment

arXiv:2604.09594v1 Announce Type: new Abstract: Spatial competence is the quality of maintaining a consistent internal representation of an environment and usin

arXiv:2604.09596v1 Announce Type: new Abstract: Dermatologic diseases impose a large and growing global burden, affecting billions and substantially reducing qu

arXiv:2604.09608v1 Announce Type: new Abstract: While enterprises amass vast quantities of data, much of it remains chaotic and effectively dormant, preventing

arXiv:2604.09612v1 Announce Type: new Abstract: Theory of Mind, the capacity to explain and predict behavior by inferring hidden mental states, has become the d

arXiv:2604.09621v1 Announce Type: new Abstract: We present an agent-driven approach to the construction of parameter inference pipelines for scientific data ana

While Salesforce deploys autonomous agents into the B2B funnel, Anthropic’s unreleased safety report warns of severe vulnerabilities the… Continue reading on Be

Every day, millions of sensitive documents — invoices, legal contracts, meeting transcripts, academic textbooks — get uploaded to cloud AI services for processi