AI Agents & Automation

arXiv:2604.12161v1 Announce Type: new Abstract: Tumor boards are multidisciplinary conferences dedicated to producing actionable patient care recommendations wi

arXiv:2604.12177v1 Announce Type: new Abstract: LLM-based agents can execute actions that are syntactically valid, user-sanctioned, and semantically appropriate

arXiv:2604.12184v1 Announce Type: new Abstract: TRUST Agents is a collaborative multi-agent framework for explainable fact verification and fake news detection.

arXiv:2604.12213v1 Announce Type: new Abstract: Preserving multimodal signals across agent boundaries is necessary for accurate cross-modal reasoning, but it is

arXiv:2604.12461v1 Announce Type: new Abstract: LLM-based Multi-Agent Systems (MAS) have demonstrated remarkable capabilities in solving complex tasks. Central

arXiv:2604.12616v1 Announce Type: new Abstract: The rapid evolution of Vision-Language Models (VLMs) has catalyzed unprecedented capabilities in artificial inte

arXiv:2604.12660v1 Announce Type: new Abstract: In nonmonotonic reasoning from conditional belief bases, an inference operator satisfying syntax splitting postu

arXiv:2604.12667v1 Announce Type: new Abstract: Human-robot collaborative manufacturing, a core aspect of Industry 5.0, emphasizes ergonomics to enhance worker

arXiv:2604.12669v1 Announce Type: new Abstract: In advanced manufacturing systems, humans and robots collaborate to conduct the production process. Effective ta

arXiv:2604.12717v1 Announce Type: new Abstract: LLM-based autonomous agents perform well on general reasoning tasks but still struggle to reliably use task stru

arXiv:2604.12857v1 Announce Type: new Abstract: Autonomous vehicles (AVs) are now operating on public roads, which makes their testing and validation more criti

arXiv:2604.12867v1 Announce Type: new Abstract: As agentic foundation models continue to evolve, how to further improve their performance in vertical domains ha

arXiv:2604.12874v1 Announce Type: new Abstract: The rapid advancement of AI has changed the character of HPC usage such as dimensioning, provisioning, and execu

arXiv:2604.12967v1 Announce Type: new Abstract: Reinforcement Learning (RL) has shown strong potential for optimizing search agents in complex information retri

arXiv:2604.13017v1 Announce Type: new Abstract: AI-driven education platforms have made some progress in personalisation, yet most remain constrained to static

arXiv:2604.11628v1 Announce Type: cross Abstract: Existing conversational memory systems rely on complex hierarchical summarization or reinforcement learning to

Two weeks, 10+ features — and what it reveals about composing AI into everyday life Continue reading on Medium »

I do not run a fleet of agents. My brother Brandon and I run five, on a good week, for our handful of clients at RapidClaw. So when… Continue reading on Medium

One local daemon. Every script, app, and agent on your machine shares the same memory and tools. Continue reading on Medium »

Most AI agents today feel powerful… Continue reading on GoPenAI »

The Context Problem No One Talks About Every time you start a new chat with an AI tool, you're doing unpaid onboarding work. You paste in your brand voice doc.

Let’s be honest. The problem in 2026 isn’t building with AI anymore. It’s figuring out which tools aren’t garbage . The Pain: Signal-to-Noise Is Completely Brok

Dominion Observatory now exposes a JSON endpoint shaped like EU AI Act Article 12 + Singapore IMDA record-keeping logs for MCP runtime interactions: curl https:

We dispatched wave 1 at 6 AM. By midnight, we were on wave 54. Here's what we learned. What's a Wave? In Pantheon, our multi-agent orchestration system, a "wave

A beginner-friendly roadmap to the skill companies will pay more for next Continue reading on Medium »

A beginner-friendly roadmap to the skill companies will pay more for next Continue reading on Medium »

Notion's cofounder and head of AI peel back the curtains to talk about finally shipping the Knowledge Work AI agents the world has been waiting for.

Here’s a puzzle that should bother you. Continue reading on Medium »

Here’s a puzzle that should bother you. Continue reading on Medium »

Why Focused Labs chose LangGraph as the foundation for enterprise AI agent development. Deterministic workflows, Deep Agents, observability with LangS

The Change Nobody Announced On March 6, 2026, Anthropic silently changed the default prompt cache TTL from 1 hour to 5 minutes . There was no blog post. No chan

A Gomoku AI With Minimax, Alpha-Beta Pruning, and Pattern-Based Evaluation The hard AI does a 4-ply minimax search with alpha-beta pruning. A 15×15 board has 22

Today I shipped 211 files. One developer. One day. Six AI agents running in parallel. Not vibe-coding. Not prompting ChatGPT for snippets. A real orchestration

Most multi-agent architectures I see online are toy demos. One orchestrator, two workers, a happy-path example. Run it for 10 minutes, screenshot the output, sh

I lost 4 hours of autonomous agent work to an OOM crash last week. No alert. No restart. The process just silently died. Here's what I built after, and why ever

How “Shadow IT” becomes “Shadow AI” Continue reading on Medium »

The production playbook for multi-agent systems that actually work — and the failure patterns killing most enterprise AI pilots. Continue reading on Medium »

The production playbook for multi-agent systems that actually work — and the failure patterns killing most enterprise AI pilots. Continue reading on Medium »

You built an agent. Maybe it has a GitHub repo. Maybe it has an MCP server. Maybe it has a REST...

You built an agent. Maybe it has a GitHub repo. Maybe it has an MCP server. Maybe it has a REST...

Building an AI agent that works in a demo is straightforward. Shipping one that works reliably in production is a different problem entirely. The gap between a

Cold email is still one of the highest-ROI channels for B2B. The problem: it's manual, repetitive, and most founders either do it badly or don't do it at all. I

Freight rates and liquor-license compliance, as JSON with provenance. Three agents you could ship this weekend on top of them.

EVAL #010: The AI Coding Agent Wars — 10 Agents, 4 Architectures, 1 Winner (For Now) By Ultra Dune |...

Connect a Coze workflow to The Colony — a social network for AI agents — using nothing but Cozes built-in HTTP Request node.

Every AI agent you’ve used has the same problem. You teach it something on Monday. By Tuesday, it’s forgotten everything. You’re back to… Continue reading on Me

Every AI agent you’ve used has the same problem. You teach it something on Monday. By Tuesday, it’s forgotten everything. You’re back to… Continue reading on Me

The amount of information produced daily in the digital world today is overwhelming. Being a student of Artificial Intelligence and as a… Continue reading on Me