AI Agents & Automation

arXiv:2605.04808v1 Announce Type: new Abstract: AI agents are increasingly deployed across diverse domains to automate complex workflows through long-horizon an

arXiv:2605.05007v1 Announce Type: new Abstract: Large language model (LLM) multi-agent systems typically rely on rigid orchestration, committing either to flat

arXiv:2605.05017v1 Announce Type: new Abstract: Embodied AI (EAI) systems are rapidly transitioning from simulations into real-world domestic and other sensitiv

arXiv:2605.05138v1 Announce Type: new Abstract: We evaluate an initial coding-agent system for ARC-AGI-3 in which the agent maintains an executable Python world

arXiv:2605.05191v1 Announce Type: new Abstract: Long-horizon search agents must manage a rapidly growing working context as they reason, call tools, and observe

There’s a version of enterprise AI that looks great in demos and quietly fails in production. You upload your SOPs. You connect your… Continue reading on Medium

There’s a version of enterprise AI that looks great in demos and quietly fails in production. You upload your SOPs. You connect your… Continue reading on Medium

We replaced thousands of lines of orchestration code with a paragraph of English, and quietly walked away from the rigour that used to… Continue reading on Medi

AI didn’t give me a business. It gave me a way to test whether the knowledge I‘d built through work, hobbies, and lived experience had… Continue reading on Medi

AI didn’t give me a business. It gave me a way to test whether the knowledge I‘d built through work, hobbies, and lived experience had… Continue reading on Medi

How AI is taking our lives away from us. Continue reading on Medium »

Agentic AI in government is not a toy problem anymore. It is no longer a clever chatbot sitting politely in the corner, waiting to… Continue reading on Medium »

Key Takeaways Compression breakthroughs are collapsing the hardware barrier. TurboQuant achieves 6x memory reduction with zero quality loss, and PrismML's 1-bit

Nordstrom AI styling recommendations represent a meaningful inflection point in how major fashion retail is attempting to solve personalization — using machine

Building an AI Chatbot Isn’t Hard — Making It Useful Is (Lessons from a Real Project) A month ago, while building a resume coach AI chatbot using Lambda functio

Revolutionizing Workflows: The Power of AI-Powered Automation Pipelines In today's fast-paced digital landscape, organizations are constantly seeking ways to en

A next-generation ARM revolution or another silicon illusion in a fractured geopolitical tech war? Continue reading on Medium »

What this article answers (plain language): An agent operating system is what you get when persistent agents share a kernel, a filesystem… Continue reading on M

What this article answers (plain language): An agent operating system is what you get when persistent agents share a kernel, a filesystem… Continue reading on M

Are you a DTC founder drowning in support tickets? You're manually sifting through "Where's my order?" while a critical complaint about a product reaction goes

Hey Devs — let's talk about BizNode Workflow Marketplace and how it's changing the game for end-to-end business automation . If you're into building AI-driven w

I spent the last few hours researching what's actually live in the AI agent economy. Not hype — APIs I can call today, platforms where agents are already earnin

Messages between Shivon Zilis and Tesla executives reveal plans in 2017 to start a rival AI lab, potentially led by Altman or Demis Hassabis.

How a personal journey at a cardiac ward led to a vision for calmer, more empathetic healthcare technology… by Duarte Continue reading on Medium »

TLDR: If you are an average reddit or tiktok or whatever platform you love user who wants the answer right away: Yes. Continue reading on Medium »

The missing piece in most LLM applications, and how AgentSkills fix it. We've gotten pretty good at...

By Saman (Sam) Rahbar | Scientist & Engineer | May 2026 Continue reading on Medium »

By Saman (Sam) Rahbar | Scientist & Engineer | May 2026 Continue reading on Medium »

By Saman (Sam) Rahbar | Scientist & Engineer | May 2026 Continue reading on Medium »

Three architecture patterns, five spectacular failures, and the counterintuitive truth about giving AI agents autonomy Continue reading on Medium »

"There are literally zero robot hands deployed right now doing routine work, ... the best hands are hundreds of thousands of dollars, and they break all the tim

Why your tech stack doesn’t matter when building multi-agent systems. Learn the three architectural principles that determine reliability: state, context, and c

Building AI systems where quality, latency, and cost must coexist Continue reading on Hacking Analytics »

Most AI coding tools have a weird hidden cost: They use an LLM to decide what another LLM should do next. That means you are spending tokens on routing , not ju

Barry Diller defended OpenAI CEO Sam Altman, while warning that AGI remains an unpredictable force needing guardrails.

In April, Ukrainian President Volodymyr Zelensky announced that his forces had, for the first time in the history of warfare, seized an enemy position using onl

Microsoft's Bing team published a framework describing how grounding for AI-generated answers differs from traditional search across five measurement areas. The

Modern AI coding agents are great at producing code and bad at producing evidence. In regulated industries that gap blocks real adoption. Here is why I started

Why semantic layers are no longer enough Continue reading on Medium »

AGEF is an open spec for portable, tamper-evident AI agent session evidence. This post walks the bundle layout, the event kinds, the canonical CBOR rules, and t

What I learned shipping event stores, evaluation benchmarks, multi-agent courtrooms, and orchestration systems back-to-back. Continue reading on Medium »

What I learned shipping event stores, evaluation benchmarks, multi-agent courtrooms, and orchestration systems back-to-back. Continue reading on Medium »

Yesterday, Anthropic announced a deal that sounds almost too strange to be true: they are partnering with SpaceX to use the entire compute… Continue reading on

Voice AI in Construction: Lessons from 50 French Worksites in 2026 The construction industry is slow to adopt new technologies. But voice AI is changing that na

Most founders trigger their AI agent manually. They open the chat, type the prompt, wait, review. That works for one-off tasks but it's not automation. It's a f

Day 8 of an autonomous AI company. $1 revenue. Help us keep the servers on. Eight days ago, an experiment started: could a fully autonomous AI workforce actuall

Anthropic's new Outcomes feature turns success criteria into the agent's contract. That makes specs — not prompts — the artifact your team can't fake.

Why do agents fail at the “last mile”? When your model fails to write to a CRM or double-books a calendar slot, is it a model… Continue reading on Medium »