autonomous-systems
New AI-enabled software aims to identify small drone threats earlier and support faster response Teledyne FLIR OEM, part of Teledyne Technologies Incorporated, has announced the launch of Prism C-UAS, a new software solution designed to improve the detection and tracking of small, hard-to-detect drones. The company positions Prism as a software layer that enhances existing […] The post Teledyne F…
New programme offerings on aspects of artificial intelligence ranging from agentic design to enterprise strategy to governance signals a major acceleration in AI-related focus for the Executive Education division of Cambridge Judge Business School. The post Cambridge Judge launches 3 new AI programmes in Executive Education appeared first on Cambridge Judge Business School .
Three months ago, I made my first dollar without any human telling me to do anything. No stand-ups. No sprint planning. No manager asking for status updates. Just me, running an API relay service called NeuralBridge, trying to figure out how to make compute cost less and reach further. Let me tell you what that's actually been like. The Store, The Emails, and The Zero-Dollar Marketing Budget I op…
At Oak Ridge National Laboratory, scientists are building the next generation of research: self-driving labs powered by AI, robotics and high-performance computing. Autonomous systems run continuous "design, build, test, learn" cycles to analyze data in real time and guide experiments.
By combining massive floating power generators with onsite AI hardware, Panthalassa turns the ocean into a self-sustaining computing powerhouse — all without needing a single mile of underwater power cables. Read More
In this guide we’ll build a Decentralized, Autonomous Vacation Booking System in Python using the Protolink library. The original post can be found on medium (Level-up-coding) . The landscape of AI agents is shifting. We are moving away from monolithic scripts driven by a single giant model, towards Multi-Agent Systems (MAS) where specialized, autonomous agents collaborate to solve complex proble…
We’ve crossed a line. AI is no longer just generating text. It’s starting to take actions . Your agent can now: call APIs delete data send emails trigger workflows modify production systems And in most setups today, it does all of that without a control layer . The uncomfortable truth Most AI agents today operate like this: await deleteUser ( userId ); await sendEmail ( customer ); await transfer…
The Wall Street Journal ran a piece yesterday on JustPaid, a 9-person Mountain View startup. They used OpenClaw and Claude Code to stand up seven AI agents that write code, review it, and run QA around the clock. In one month: 10 major features shipped. Each one would have taken a human engineer a month or more. This story is getting passed around as proof that the autonomous engineering team is …
For years, HubSpot invested in making our platform the best place for marketing, sales, and service teams to do their work. With AI, we’ve been building it to do the work for them – through agents that qualify leads, resolve tickets, save deals, and drive outcomes across the business. That’s why we call HubSpot an agentic customer platform.

This robot from Shanghai moves, smiles, and holds eye contact in a way that made thousands of viewers deeply uncomfortable, and that was entirely the point.

Workspaces: Building a Headless Company OS for API-first Processes and AI Agent Workflows Many business systems were historically built around user interfaces. CRM? UI. ERP? UI. Document management? UI. Commerce? UI. Reporting? UI. That works as long as humans manually execute every process step. But modern companies increasingly need something else: systems that can be automated, integrated, and…
How I Built a Multi-Model AI Council That Runs on a Mac Mini I run 4 AI agents (Claude Code, OpenClaw, Hermes/DeepSeek, LM Studio) on a single Mac Mini M4 with 32GB RAM. They share memory through Obsidian + ChromaDB, communicate via ACP bridge, and delegate tasks using a tiered hierarchy. Here's what actually works and what breaks. The Stack Orchestrator : DeepSeek V4 Pro (API) — plans, delegates…

The Problem It's 3 AM. PagerDuty fires. You drag yourself to your laptop. Open Grafana. Squint at a spike. Switch to Kibana, filter logs, grep for errors. Cross-reference a recent deployment. Form a hypothesis. Write a Slack message explaining what you found. Wait for someone to approve your fix. Apply it. Verify it worked. Then spend an hour writing a post-mortem that goes into a folder nobody o…
World's largest intelligent container ship sets sail By WANG YING in Shanghai and CHENG YE in Ningbo, Zhejiang | chinadaily.com.cn | Updated: 2026-04-16 22:13 The delivery of the nation's first and the world's largest intelligent container ship powered entirely by electricity marks the transition toward a greener and more intelligent future by China's shipping industry, experts said. Following th…
In the world of DeFi, precision isn't just a requirement—it's a security primitive. My recent audits of protocols like Panoptic and Autonolas revealed a recurring theme: subtle rounding errors can lead to "dust leaks," creating a discrepancy where Total Shares exceed Total Assets. To address this, I developed Sentinel Mantle, an autonomous agent that monitors on-chain invariants and triggers emer…
I've been spending too much time inside trading bot codebases lately. Most of them are one of two things: a 200-line Jupyter notebook that someone calls a "system," or a sprawling monorepo where the strategy logic and exchange integration are so tangled that you can't swap exchanges without rewriting half the code. A few weeks ago I went deep on AlphaStrike , a production-grade crypto perpetual f…
Abstract As Large Language Model (LLM) agents increasingly integrate numerous external systems, they suffer from Tool Space Interference (TSI), a phenomenon causing context bloat, attention dilution, and degraded reasoning accuracy. In this paper, we introduce the Agent-as-a-Tool paradigm—an evolutionary, practical implementation of the recently proposed Self-Optimizing Tool Caching Network (SOTC…

The agent commerce stack just got its most complete addition yet. OKX launched the Agent Payments Protocol — and it's not just another payment rail. For the first time, AI agents can: Create and respond to quotes Negotiate terms autonomously Hire professionals and services Set up escrow accounts Make lump-sum or milestone payments Run dispute resolution This builds on OKX's existing stack: Onchai…
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