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Exposed MCP servers across the internet

Knostic’s research team conducted a systematic study to locate exposed MCP servers on the internet. Leveraging Shodan and custom Python tools, we fingerprinted and mapped production MCP servers. All servers we discovered were insecure and revealed their capabilities to anyone asking. In this series of posts, we are sharing our findings, along with a guide detailing how we fingerprinted MCP servers. We identified a total of 1,862 MCP servers exposed to the internet. From this set, we manually v

Engadget Podcast: Ancestra director Eliza McNitt defends AI as a creative tool

Eliza McNitt is no stranger to new media. Her 2017 project, Fistful of Stars, was a fascinating look at stellar birth in virtual reality, while her follow-up Spheres explored black holes and the death of stars. Now with her short film Ancestra, McNitt has tapped into Google's AI tools to tell a deeply personal story. Working with Google Deepmind and director Darren Aronofsky's studio Primordial Soup, McNitt used a combination of live-action footage and AI-generated media to tell the story of her

Exposing the Unseen: Mapping MCP Servers Across the Internet

Knostic’s research team conducted a systematic study to locate exposed MCP servers on the internet. Leveraging Shodan and custom Python tools, we fingerprinted and mapped production MCP servers. All servers we discovered were insecure and revealed their capabilities to anyone asking. In this series of posts, we are sharing our findings, along with a guide detailing how we fingerprinted MCP servers. We identified a total of 1,862 MCP servers exposed to the internet. From this set, we manually v

Netflix starts using GenAI in its shows and films

Companies developing video AI models and tools often talk about working with Hollywood studios to make certain workflows possible. On Thursday, Netflix said that it has started using AI in movies and shows it produces. Speaking at the company’s post-results conference call, the company’s co-CEO, Ted Sarandos, said that the platform had “the very first GenAI final footage to appear on screen” in an Argentine show called “El Atonata.” He noted that Netflix’s internal production group teamed up wi

How We Test Antivirus Software

Protecting your devices from viruses and other malware is incredibly important, but effective antivirus detection isn’t the only thing to consider when choosing security software. You also want to ensure that the program won’t slow your devices down or interfere with everyday tasks. And if you’re buying a full cybersecurity suite, you’ll need to make sure it covers most or all of your security needs. Our testing processes are designed to help you find antivirus tools that meet all of these crit

Fighting AI with AI, finance firms prevented $5 million in fraud - but at what cost?

d3sign/Getty Imageds When most people think of AI, the first thing that probably comes to mind isn't superintelligence or the promise of agents to boost productivity, but scams. There've always been fraudsters among us, that small percentage of the population who'll use any means available to swindle others out of their money. The proliferation of advanced and easily accessible generative AI tools in recent years has made such nefarious activity exponentially easier. Also: Meet ChatGPT agent,

OpenAI’s new ChatGPT Agent can control an entire computer and do tasks for you

is The Verge’s senior AI reporter. An AI beat reporter for more than five years, her work has also appeared in CNBC, MIT Technology Review, Wired UK, and other outlets. OpenAI is going all-in on the most-hyped trend in AI right now: AI agents, or tools that go a step beyond chatbots to complete complex, multi-step tasks on a user’s behalf. The company on Thursday debuted ChatGPT Agent, which it bills as a tool that can complete work on your behalf using its own “virtual computer.” In a briefin

Slack is getting a host of new AI tools

Slack, the cloud‑based team messaging juggernaut, is charging ahead with further integration of AI into users’ day‑to‑day experience. The company is introducing a series of tools aimed at improving productivity and improving team communication. AI writing assistance has been built directly into Slack Canvas, allowing users to create assets like project briefs as well as refine the content they create using natural‑language prompts. Writing assistance can also be used to generate and assign acti

I take this $30 pocket multitool everywhere, and keep finding new uses for it

ZDNET's key takeaways The NexTool Pocket Tool E1 is a premium pocket tool for under $30. All the tools are nice and sharp when new, and retain their sharpness even after extended use. Because this is a pocket tool, don't expect pliers or a lifetime warranty. View now at Walmart View now at Amazon more buying choices I've been a big fan of multitools and pocket tools for decades. I've owned several items from big names like Leatherman, Gerber, and Victorinox. Some I still have, others I've giv

Microsoft is saving millions with AI and laying off thousands - where do we go from here?

Drew Angerer/Getty Images Last week, Bloomberg reported that Microsoft shared internally that it had saved $500 million in call center costs, thanks to AI -- shortly after the company laid 9,000 people off, the third round in a series of layoffs totaling 15,000. What does this mean for the tech industry -- and job security for humans -- at large? Also: 60% of managers use AI to make decisions now, including whom to promote and fire - does yours? Microsoft's layoffs, despite huge profits Acc

Claude Code revenue jumps 5.5x as Anthropic launches analytics dashboard

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Anthropic announced today it is rolling out a comprehensive analytics dashboard for its Claude Code AI programming assistant, addressing one of the most pressing concerns for enterprise technology leaders: understanding whether their investments in AI coding tools are actually paying off. The new dashboard will provide engineering managers

AWS unveils Bedrock AgentCore, a new platform for building enterprise AI agents with open source frameworks and tools

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Cloud giant Amazon Web Services (AWS) believes AI agents will change how we all work and interact with information, and that enterprises need a platform that allows them to build and deploy agents at scale — all in one place. Today at its New York Summit, AWS unveiled Amazon Bedrock AgentCore, a new enterprise-grade platform designed to bu

What Actually Happens When Programmers Use AI Is Hilarious, According to a New Study

AI has taken the programming world by storm, with a flurry of speculation about the tech replacing human coders, and Google's CEO recently claiming that 25 percent of the company's code is now AI-generated. But it's possible that in practice, AI is actually hindering efficient software development. As flagged by Ars Technica, a new study from the nonprofit Model Evaluation and Threat Research (METR) found that in practice, programmers are actually slower when using AI assistance tools than maki

Chinese authorities are using a new tool to hack seized phones and extract data

Security researchers say Chinese authorities are using a new type of malware to extract data from seized phones, allowing them to obtain text messages — including from chat apps such as Signal — images, location histories, audio recordings, contacts, and more. On Wednesday, mobile cybersecurity company Lookout published a new report — shared exclusively with TechCrunch — detailing the hacking tool called Massistant, which the company said was developed by Chinese tech giant Xiamen Meiya Pico.

AI coding tools are shifting to a surprising place: The terminal

For years, code-editing tools like Cursor, Windsurf, and GitHub’s Copilot have been the standard for AI-powered software development. But as agentic AI grows more powerful and vibe coding takes off, a subtle shift has changed how AI systems are interacting with software. Instead of working on code, they’re increasingly interacting directly with the shell of whatever system they’re installed in. It’s a significant change in how AI-powered software development happens — and despite the low profil

10 tiny tools I carry with me everywhere - how they work

My keychain essentials. Adrian Kingsley-Hughes/ZDNET I've collected my fair share of multitools and gadgets, but I've lost track of how often I've needed one -- only to realize it's sitting at home or in the car. Carrying a full toolbox everywhere just isn't practical. What I do have with me almost all the time, though, is my keychain -- and it turns out, it's the perfect way to keep essential tools within reach. Also: Are Amazon Basics tools worth it? My verdict after testing the top-sellers

AI coding may not be helping as much as you think

A significant fraction of the money that people have paid for Generative AI has been for coding assistance. When I point to the positive uses of Generative AI, I invariably point to how GenAI serves as kind of valuable autocomplete for coding. In that context, a new study from METR, an AI benchmarking nonprofit, is shocking. METR ran a randomized control trial in the first half of this year “to see whether AI tool usage at the February–June 2025 frontier (primarily Cursor Pro) sped-up experien

60% of managers use AI to make decisions now, including whom to promote and fire - does yours?

Mohamad Faizal Bin Ramli/Getty Images A recent survey from Resume Builder finds that half of managers are using AI to make crucial decisions about their direct reports, including which employees are promoted -- and which are fired. The survey polled 1,342 managers in the US, 60% of whom reported relying on AI to make decisions about their employees: 78% and 77% used the technology to award raises and promotions, respectively, while 66% and 64% used it to determine layoffs and terminations, res

Open-source framework for real-time AI voice

VideoSDK AI Agents Open-source framework for developing real-time multimodal conversational AI agents. Overview The AI Agent SDK is a Python framework built on top of the VideoSDK Python SDK that enables AI-powered agents to join VideoSDK rooms as participants. This SDK serves as a real-time bridge between AI models (like OpenAI and Gemini) and your users, facilitating seamless voice and media interactions. # Feature Description 1 🎤 Real-time Communication (Audio/Video) Agents can listen, sp

AI coding tools are shifting to a surprising place: the terminal

For years, code-editing tools like Cursor, Windsurf, and GitHub’s Copilot have been the standard for AI-powered software development. But as agentic AI grows more powerful and vibe-coding takes off, a subtle shift has changed how AI systems are interacting with software. Instead of working on code, they’re increasingly interacting directly with the shell of whatever system they’re installed in. It’s a significant change in how AI-powered software development happens – and despite the low profile

Study finds AI tools made open source software developers 19 percent slower

When it comes to concrete use cases for large language models, AI companies love to point out the ways coders and software developers can use these models to increase their productivity and overall efficiency in creating computer code. However, a new randomized controlled trial has found that experienced open source coders became less efficient at coding-related tasks when they used current AI tools. For their study, researchers at METR (Model Evaluation and Threat Research) recruited 16 softwa

This accessory kit was made for tinkerers and has 180 modifications

ZDNET's key takeaways This high-quality screwdriver kit has everything for both the budding enthusiast and professional repairer. This 180-piece kit has 160 quality screwdriver bits and a range of other useful tools, such as plastic prybars, a suction cup, and tweezers. There's no LED light on the front of the screwdriver, so working in dark, cramped spaces can be tricky. $69.99 at Amazon I often get asked about tools, and I genuinely enjoy these conversations because I'm a tool enthusiast. O

AI slows down open source developers. Peter Naur can teach us why

AI slows down open source developers. Peter Naur can teach us why. AI slows down open source developers. Peter Naur can teach us why. Metr recently published a paper about the impact AI tools have on open-source developer productivity1. They show that when open source developers working in codebases that they are deeply familiar with use AI tools to complete a task, then they take longer to complete that task compared to other tasks where they are barred from using AI tools. Interestingly the

This accessory kit was made for tinkerers and has180 modifications

ZDNET's key takeaways This high-quality screwdriver kit has everything for both the budding enthusiast and professional repairer. This 180-piece kit has 160 quality screwdriver bits and a range of other useful tools, such as plastic prybars, a suction cup, and tweezers. There's no LED light on the front of the screwdriver, so working in dark, cramped spaces can be tricky. $69.99 at Amazon I often get asked about tools, and I genuinely enjoy these conversations because I'm a tool enthusiast. O

You Are in a Box

This post is part 1 of a multi-part series called “the computer of the next 200 years”. You are trapped in a box. You have been for a long time. —D. R. MacIver Every program attempts to expand until it can read mail. Those programs which cannot so expand are replaced by ones which can. —Zawinski's Law of Software Envelopment switching costs and growth most tools simultaneously think too small and too big. “i will let you do anything!”, they promise, “as long as you give up your other tools

Stop vetting engineers like it’s 2021 — the AI-native workforce has arrived

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now You’re already behind if you’re still vetting engineers like it’s 2021. We’re living through what I believe will be the most transformative technological shift of our lifetime, even bigger than the Internet. The AI revolution is accelerating at a pace most of us can’t even fathom. It’s not hype. It’s a recalibration of what it means to bui

Topics: ai know screen tools want

APKLab: Android Reverse-Engineering Workbench for VS Code

APKLab The ultimate Android RE experience right inside your VS Code. APKLab seamlessly integrates the best open-source tools: Quark-Engine, Apktool, Jadx, uber-apk-signer, apk-mitm and more to the excellent VS Code so you can focus on app analysis and get it done without leaving the IDE. Features Decode all the resources from an APK Disassemble the APK to Dalvik bytecode aka Smali Decompile the APK to Java source Interactive Malware Analysis Report Initialize Project dir as Git repo E

Understanding Tool Calling in LLMs – Step-by-Step with REST and Spring AI

✅ What Spring AI Handles for You ✅ Tool schema generation ✅ Argument binding ✅ tool_call_id mapping mapping ✅ Message state management ✅ Parallel tool orchestration ✅ Sequential tool routing ✅ Spring Boot DI, validation, and observability ✅ Compatible with OpenAI, Mistral, Gemini, and others You keep writing business logic. Spring AI wires up everything else. 🔌 Bonus: Tool Calling via MCP — No Extra Code Need your tools to work beyond just chat — like inside other agents or frontend c

Topics: ai mcp spring tool tools

A better Ghidra MCP server – GhidrAssistMCP

GhidrAssistMCP A powerful Ghidra extension that provides an MCP (Model Context Protocol) server, enabling AI assistants and other tools to interact with Ghidra's reverse engineering capabilities through a standardized API. Overview GhidrAssistMCP bridges the gap between AI-powered analysis tools and Ghidra's comprehensive reverse engineering platform. By implementing the Model Context Protocol, this extension allows external AI assistants, automated analysis tools, and custom scripts to seaml

Kimi k2 largest open source SOTA model?

📰 Tech Blog | 📄 Paper Link (coming soon) 1. Model Introduction Kimi K2 is a state-of-the-art mixture-of-experts (MoE) language model with 32 billion activated parameters and 1 trillion total parameters. Trained with the Muon optimizer, Kimi K2 achieves exceptional performance across frontier knowledge, reasoning, and coding tasks while being meticulously optimized for agentic capabilities. Key Features Large-Scale Training: Pre-trained a 1T parameter MoE model on 15.5T tokens with zero train

Topics: acc kimi model shot tool