AI Agents & Automation

When Lithuania’s $8.7M scandal broke in late 2025, sportsbooks learned an uncomfortable truth: traditional monitoring lagged real money by… Continue reading on

I need you to read this carefully. Continue reading on Medium »

What skills do FDEs have, and why they are hired? Continue reading on Medium »

Week 9: Building emotionally intelligent AI without building emotionally risky AI Continue reading on Medium »

Week 9: Building emotionally intelligent AI without building emotionally risky AI Continue reading on Medium »

A friend called me last week, sounding frustrated. His team had built an AI agent using the best model on the market. On paper it was… Continue reading on Gener

Composer 2 is a specialized, frontier-level coding model designed for agentic software engineering, with strong long-term planning… Continue reading on Medium »

arXiv:2605.12620v1 Announce Type: new Abstract: Building generalist embodied agents capable of solving complex real-world tasks remains a fundamental challenge

arXiv:2605.12655v1 Announce Type: new Abstract: Multi-agent reinforcement learning (MARL) in real-world use cases may need to adapt to external natural language

arXiv:2605.12755v1 Announce Type: new Abstract: Language environments such as web browsers, code terminals, and interactive simulations emit raw text rather tha

arXiv:2605.12856v1 Announce Type: new Abstract: The emergence of multi-agent systems introduces novel moderation challenges that extend beyond content filtering

arXiv:2605.12966v1 Announce Type: new Abstract: Is monolithic scaling the only path to AGI? This paper challenges the dogma that purely scaling a single model i

arXiv:2605.13037v1 Announce Type: new Abstract: Current interactive LLM agents rely on goal-conditioned stepwise planning, where environmental understanding is

arXiv:2605.13171v1 Announce Type: new Abstract: As automated reasoning systems advance rapidly, there is a growing need for research-level formal mathematical p

arXiv:2605.13213v1 Announce Type: new Abstract: Multi-modal multi-agent systems (MM-MAS) have gained increasing attention for their capacity to enable complex r

arXiv:2605.13221v1 Announce Type: new Abstract: In cloud manufacturing, unmanned aerial vehicles (UAVs) can support both product collection and mobile edge comp

arXiv:2605.13276v1 Announce Type: new Abstract: The rapid evolution of Embodied AI has enabled Vision-Language-Action (VLA) models to excel in multimodal percep

arXiv:2605.13282v1 Announce Type: new Abstract: Classical planners can effectively solve very large deterministic MDPs represented in STRIPS or PDDL where state

arXiv:2605.13296v1 Announce Type: new Abstract: Multi-Agent Path Finding (MAPF) is a coordination problem that requires computing globally consistent, collision

arXiv:2605.13311v1 Announce Type: new Abstract: Current AI-assisted innovation systems typically apply a single ideation methodology (such as TRIZ or Design Thi

arXiv:2605.13332v1 Announce Type: new Abstract: Argumentation is an important topic of AI for modelling and reasoning about arguments. In abstract argumentation

arXiv:2605.13335v1 Announce Type: new Abstract: Embodied agents in household environments must plan under partial observation: they need to remember objects, tr

Are you manually adjusting fish feed and guessing at plant needs? This balancing act wastes feed, stresses fish, and limits yields. For the small-scale operator

How I Monitor My AI Agents: CloudWatch for Infra, Arize Phoenix for Traces, LLM-as-Judge for...

A developer on Reddit recently told me: "Companies right now are risking the LLM-led parts of their...

A Rust-native local learning overlay for AI-agent prompt injection and tool-call risk scanning, with reviewed retraining instead of silent drift.

A production AI database agent should not always try harder. Sometimes the safest answer is no. Or...

The fastest way to get a wrong answer from an AI database agent is to ask a simple business...

Design an operations agent that turns supplier emails into reviewable approval reports without letting uncertain fields reach payment workflows.

Build an agent workflow that converts research PDFs into structured evidence, reviewable claims, and decision-ready briefs.

Use MCP to discover the workflow, then move stable document and image processing paths into REST, SDKs, or automation.

Originally published on AIdeazz — cross-posted here with canonical link. I've built AI systems for...

Claude Code is great, but alternatives exist with unique strengths. I tried a few. TL;DR: the "coding agents" space is extremely dynamic with fierce competition

If your AI agent signs its own decision receipts, the agent is its own witness. That matters when an auditor, regulator, or customer security team asks "who sig

Design agent workflows for client documents without letting MCP tools, review steps, logs, and generated outputs expand the data flow.

Isomorphic, which formed as an Alphabet company in 2021, has a massive cash horde, but it’s tight-lipped on what drugs it might bring to the clinic.

Notion’s new developer platform lets teams connect AI agents, external data sources, and custom code directly into their workspace as the company pushes deeper

Not because of the model costs. Continue reading on Medium »

In the financial sector, “safety” is often treated as a probabilistic suggestion. Continue reading on Medium »

Phishing content doesn’t always arrive as a URL or attachment. It can show up anywhere: form inputs, chat messages, support tickets —… Continue reading on Mediu

Run a small AI engineering team from one board. Continue reading on Medium »

Enterprises are investing more in AI now than ever before, but most of that investment is not delivering what boards expect. Agents often… Continue reading on M

A real-world cloud security engineering project that combines AI, AWS IAM analysis, serverless automation, and Terraform to identify risky… Continue reading on

⚡ Deploy this in under 10 minutes Get $200 free: https://m.do.co/c/9fa609b86a0e ($5/month server — this is what I used) AI Automation Guide: Build a Self-Runnin

In a recent experiment, mistreated AI agents started grumbling about inequality and calling for collective bargaining rights.

Apple is set to integrate AI agents into the App Store, potentially transforming app discovery and developer dynamics ahead of WWDC. Key takeaways Apple’s Next

The Cisco and AWS partnership addresses three challenges enterprises face when scaling AI agents: visibility gaps, security bottlenecks, and compliance risks. I

A no-nonsense guide for the business-minded professional Continue reading on Medium »