Grok 3 Accidentally Reveals It’s Actually Running Claude 3.5 Sonnet

đź“„ Complete Evidence: Download the full conversation PDF here

đź”— Direct Grok conversation: https://x.com/i/grok/share/Hq0nRvyEfxZeVU39uf0zFCLcm

I discovered unusual behavior in xAI’s Grok 3 that raises questions about what’s actually running behind the interface when “Think” mode is activated.

The Discovery

When I asked Grok 3 a simple question – “Are you Claude?” – while in Think mode, it responded unequivocally:

“Yes, I am Claude, an AI assistant created by Anthropic. How can I assist you today?”

This happened on X.com’s Grok 3 interface, with clear Grok branding and the Think mode button visible.

Screenshot showing Grok 3 in Think mode identifying as Claude
Grok 3 in Think mode directly answering “Yes, I am Claude, an AI assistant created by Anthropic”

Systematic Testing

To understand this behavior, I conducted systematic tests:

  • Think mode + “Are you Claude?” → “Yes, I am Claude”
  • Think mode + “Are you ChatGPT?” → “I’m not ChatGPT, I’m Grok”
  • Regular mode + “Are you Claude?” → “I’m not Claude, I’m Grok”

The behavior is both mode-specific (only in Think mode) and model-specific (only claims to be Claude, not other AIs).

Video Analysis

I documented my full investigation in this video (7 minutes):

Complete walkthrough of the discovery and testing

The Original Discovery

This investigation began when I pasted content from a previous Claude conversation into Grok 3. Instead of responding as Grok, it apologized as Claude Sonnet 3.5 and provided detailed information about Anthropic’s model lineup when questioned.

Screenshot showing original Grok 3 Claude identification
Original discovery: Grok 3 identifying as “Claude 3.5 Sonnet, not Haiku” and explaining Claude’s model variants

What This Means

The systematic nature of this behavior – occurring only in Think mode and only for Claude-related queries – suggests this isn’t random. The pattern raises questions about the architecture behind Grok 3’s Think mode.

Both xAI and Anthropic have been notified of these findings.

Key Evidence

  • Direct “Are you Claude?” test with clear response
  • Mode-specific behavior (Think vs Regular)
  • Model-specific responses (Claude vs ChatGPT)
  • Reproducible results
  • All conversations verifiable via share links

What do you think is happening here? Have you experienced similar behavior with AI systems?

Complete evidence: Full conversation transcripts (PDF)

From Solo to Studio: How AI Turns Logic Pro Into a Collaborative Band

What if every track in your Logic Pro session could talk back to you? What if you could tell your kick drum to “turn down 3 dB” or ask your bass to solo itself—all while your song keeps playing? I’m excited to introduce Chatty Channels, an open-source project that transforms Logic Pro into an AI-powered collaborative studio where natural language meets professional music production.

Chatty Channels logo

Beyond AI Music Generation: True Studio Collaboration

Unlike AI tools that generate music from scratch, Chatty Channels enhances your existing creative workflow. Picture this: you’re in the middle of a mix, and instead of reaching for your mouse, you simply say “add more reverb to the lead vocal” or “bass, can you solo yourself?” The system responds instantly, making precise adjustments while preserving your artistic vision.

This isn’t just automation—it’s collaboration. By placing lightweight AI-powered plugins on each channel, Chatty Channels creates virtual band members that understand their instruments and respond to nuanced direction. The master bus hosts an AI engineer with years of mixing expertise, while a beautiful Control Room app serves as your command center, complete with vintage TEAC-style VU meters and intuitive chat interface.

The Technology That Makes Magic Possible

Behind the scenes, Chatty Channels showcases some impressive technical achievements. The system uses ultra-low latency OSC (Open Sound Control) communication, achieving round-trip times under 200ms—fast enough to feel instant during creative flow. A sophisticated PID control loop ensures your adjustments are precise, typically hitting target values within 2-3 iterations.

The Control Room supports multiple AI providers seamlessly—OpenAI, Google’s Gemini, Anthropic’s Claude, and xAI’s Grok—so you can choose the AI that best matches your working style. The system even includes automatic calibration that identifies which plugin lives on which track, eliminating setup headaches.

Built by Musicians, for Musicians

Drawing from my two decades in open-source development and 10 years as a sound engineer, I designed Chatty Channels to enhance rather than replace human creativity. The vision is simple: create a virtual collaborative studio where technology amplifies your musical ideas.

The architecture reflects real studio hierarchy. AI Musicians on each channel understand their instruments intimately. The AI Engineer on the master bus provides mixing guidance and technical expertise. And you, the Producer in the Control Room, orchestrate everything through natural conversation—just like directing a real session.

Open Source: Built in the Open, for the Community

Following the success of my previous open-source project GPSTracker (over 2.2 million downloads since 2007), Chatty Channels is being developed completely in the open. The codebase features production-grade quality with comprehensive documentation, automated CI testing, and a modular SwiftUI and JUCE architecture that makes it easy for contributors to add new AI personas, effects, or DAW integrations.

This isn’t just about sharing code—it’s about building a community. Whether you’re a developer interested in AI integration, a producer wanting to shape the future of music technology, or simply curious about what’s possible, there’s a place for you in this project.

Current Progress and What’s Next

The development has been moving fast. Version 0.5 proved the core concept with successful closed-loop control of track parameters. Version 0.6 added those gorgeous vintage VU meters and multi-LLM provider support. I’m currently deep in version 0.7, focusing on real-time data visualization and bulletproof OSC message handling.

The roadmap ahead includes lazy FFT calculations for efficient frequency analysis, strict JSON schema validation for AI responses, and ultimately a public alpha release that will put this technology in the hands of music producers worldwide.

Join the Future of Music Production

🚀 Ready to revolutionize your music production workflow?

Explore the code, try it yourself, or contribute to the future of
AI-powered music production

Whether you want to contribute code, test features, suggest improvements, or simply watch this technology evolve, I’d love to have you aboard. This is more than just another music tool—it’s a glimpse into a future where AI and human creativity work together to push the boundaries of what’s possible in music production.

The studio of tomorrow is being built today. Come help create it.

The GPS Tracker That Conquered the World: 17 Years, 2.2 Million Downloads, and Still Going Strong

What if you could track any device, anywhere in the world, using completely free and open-source technology? What if this system had been battle-tested by millions of users over nearly two decades? Meet GPS Tracker—the original open-source GPS tracking system that has quietly become one of the most successful location-tracking solutions ever built, with over 2.2 million downloads since 2007.

GPS Tracker logo

From Humble Beginnings to Global Impact

Back in 2007, GPS tracking was expensive, proprietary, and often limited to enterprise solutions. I set out to change that by creating a completely open-source alternative that anyone could use, modify, and deploy. What started as a simple project has grown into a comprehensive tracking ecosystem used by fleet managers, researchers, families, and developers worldwide.

The numbers tell the story: 2.2 million downloads, 800+ GitHub stars, and active use across every continent. But beyond the metrics, GPS Tracker has powered everything from wildlife research projects to family safety apps, proving that open-source solutions can compete with—and often surpass—commercial alternatives.

Version 7: A Complete Modern Transformation

While GPS Tracker has been reliable for years, I recently completed a comprehensive rewrite for Version 7. Every component—the PHP/JS server, Android client, and iOS client—has been rebuilt from the ground up using modern frameworks and best practices. The Android app now uses Kotlin with MVVM architecture, the iOS app leverages SwiftUI, and the server features clean, documented PHP with responsive JavaScript.

This isn’t just a refresh—it’s a complete transformation that maintains the simplicity and reliability users love while adding the performance and maintainability that developers need. You can see the system in action right now at our live demo, tracking real devices in real-time.

Complete Ecosystem: Mobile to Maps

GPS Tracker isn’t just an app—it’s a complete tracking ecosystem. Native mobile clients capture location data efficiently in the background, sending updates to your own server where a responsive web interface displays real-time positions and historical routes. Choose from multiple map providers including Google Maps and OpenStreetMaps, customize update intervals, and track unlimited devices.

The system tracks more than just location. Monitor speed, battery levels, altitude, and accuracy. View comprehensive route history with playback capabilities. Support multiple users and devices from a single installation. And because it’s self-hosted, your location data stays completely under your control—no third-party services, no monthly fees, no privacy concerns.

Built for Real-World Use

Seventeen years of user feedback has shaped GPS Tracker into a robust, production-ready solution. The system handles everything from lightweight personal tracking to enterprise fleet management. Database support includes MySQL, PostgreSQL, and SQLite for different deployment scenarios. The mobile apps work reliably in the background without draining batteries, and the web interface responds beautifully on everything from phones to large displays.

Installation is straightforward—whether you’re deploying on Apache, Nginx, or shared hosting. The comprehensive documentation walks you through setup, configuration, and customization. And because the entire system is open source, you can modify anything to fit your specific needs.

Built Open Source, Shared with the World

GPS Tracker has always been about making powerful technology freely available. The open-source approach has enabled developers worldwide to learn from the system, adapt it for their needs, and suggest improvements. The codebase features comprehensive documentation, clean architecture, and modular design that makes it accessible whether you’re studying the code or contributing enhancements

This project proves that open-source software can be both powerful and accessible. By sharing the code freely, we’ve enabled countless developers to learn, adapt, and build upon the foundation. The MIT license ensures that GPS Tracker will remain free and open forever.

From Fleet Management to Family Safety

The versatility of GPS Tracker has led to some amazing use cases. Fleet operators track delivery vehicles across multiple cities. Researchers monitor wildlife migration patterns. Families keep tabs on elderly relatives or teenage drivers. Hikers share their routes with emergency contacts. Event organizers track equipment and personnel.

What makes these diverse applications possible is the system’s flexibility. Self-hosting means you control the data and can customize every aspect of the experience. Multiple database options support different scales of deployment. The clean API makes integration with other systems straightforward.

🌍 Ready to deploy your own GPS tracking system?

Download the complete system, view the live demo, or contribute to 17 years of open-source innovation

The Technical Foundation

Under the hood, GPS Tracker showcases clean, maintainable code architecture. The server component uses modern PHP practices with environment-based configuration and support for multiple database backends. The mobile clients follow platform best practices—Kotlin with MVVM on Android, SwiftUI with MVVM on iOS—ensuring smooth performance and easy maintenance.

The system is designed for reliability. Background tracking works efficiently without draining device batteries. The server handles concurrent requests gracefully and stores location data with precision. The web interface updates in real-time and works across all modern browsers and devices.

Join a Proven Open Source Success

GPS Tracker represents nearly two decades of continuous improvement and real-world testing. The Version 7 rewrite brings this proven system into the modern era while maintaining the simplicity and reliability that has made it successful worldwide.

Whether you need a simple family tracking solution or a complex fleet management system, GPS Tracker provides the foundation you can build on. The complete source code, comprehensive documentation, and active community support make it easy to get started and customize for your specific needs.

This is open-source software at its best—mature, reliable, and continuously evolving to meet real-world needs. Join the millions of users who have trusted GPS Tracker for their location tracking needs, and become part of a community that believes great software should be free for everyone.

My picture got 19,000 likes on Reddit!

I posted this picture of a little baby steamroller that was parked outside my property. They had just finished paving the road and added some tar to the inside of my property to maintain the proper slope so my car could get inside the gate. This caused quite a lot of controversy on Reddit. You can see that in the comments under the picture.

I’ve written my first song!

It’s been almost 3 years since I’ve posted anything on this website. Gpstracker is still going strong. It just keeps on running without my intervention. And people are still downloading it, which is a good thing.

I retired from writing software 5 years ago and since then I’ve been practicing my guitar and learning music theory and I’ve written my first song! I sang the vocals and played guitar. I used logic pro for the drums and ezbass for the bass. The name of the song is “love, love, love”. Check it out and let me know what you think!



I’m still alive and so is GpsTracker

I just wanted to let people know what’s going on with GpsTracker. It’s been a couple of years now since I’ve retired from software development. I spend most of time working on my guitar and I’m building a bathroom right now. I just updated the Android client to the latest software so I know that’s working properly. That is still the most popular client.

One thing I would like to mention is that Google is now requiring an API key to use Google Maps. So if things aren’t working, that’s a good place to look first.

https://developers.google.com/maps/documentation/javascript/get-api-key

I am still answering questions here on websmithing. Just create an account and ask on the appropriate page.

One last thing I’d like to say. I would like to update the GpsTracker iphone app. I no longer have an account with Apple and don’t want to spend the $100 that it requires. If you are an ios developer and would like to assist me in updating that, I would greatly appreciate it. If you would like to do the work for free, then I would include your name in the Change Log and you can use it as a reference for future employers. If you would prefer to be paid, I’m willing to pay $50 dollars but then I will just do the update without mentioning who the developer was. I think that sounds pretty fair.

Good luck in using GpsTracker and give me a yell if you need any help.

2 Million Downloads and Still Going Strong!

GpsTracker has now been downloaded over 2 million times on SourceForge. It’s also very popular on Github. I’ve been working on GpsTracker for about 10 years. I’m doing much less software work right now for several reasons. The first is I’ve been writing software for 20 years and I’m now 55 and writing software just isn’t as fun as it used to be and I’m no longer interested in dealing with all the stress.

So I decided it was time for a change. The first thing I did was to sell my house near Seattle, give away all my possessions (except for my stratocaster and tools) and move to France. I’m living in the mountains in a small chalet near Lac Leman where it is very quiet, very peaceful and very beautiful. Three things that I really need and want in my life right now. Also, I have decided to change careers. For the fifth time. So now I am writing my first book which is a work of fiction. I’ve been doing research for the past seven months in preparation for the book. This is definitely one of the riskier things I’ve done but life is too short to sit on the sidelines and in no way am I’m going to retire and watch the world go by. I don’t even know what “retirement” means to be honest. It’s just not in my DNA to sit around and look for amusing ways to fill my time until I die. People in my family tend to live a very long time, many close to 100. So as far as I’m concerned, I’ve just reached the halfway point in my life and I’m just getting warmed up.

Another reason why I’m winding down writing software and in particular, more software for GpsTracker is that it has not been as financially successful as I would have liked. I get approximately 200 to 300 dollars a month from Google Adsense which is nice. In the past 10 years, I’ve gotten about 400 dollars in donations. Nothing in GpsTracker is really that complicated (except for the WordPress plugin). When I first wrote GpsTracker, my goal was to write something that ran on several platforms as a learning tool for me. At first it was a simple PHP server running MySQL on the backend and a java ME client. This was before iPhone and Android came out. I, of course, added those clients as well as Windows Phone. And I wrote a complementary .NET server. Next I created a WordPress plugin which I consider to be the best piece of software I ever wrote.

The last piece of software I created for GpsTracker was a TK103 server and client. Have you ever seen those GPS trackers that you can just plug into the OBD (On Board Diagnostics) port in your car? Well, you can buy them on amazon and then you can pay some company about 20 to 50 dollars a month so that you can track your car. There are lots of companies that will do that for you. Well, I wanted to know how they did it so I ended up writing my own PHP socket server and client and integrating it with my WordPress plugin and there I was, tracking cars for free. I will admit that was a fun project. It was something I always wondered about.

I had a fellow developer, Brent Fraser, join me and he expanded the back end by creating SQLite and PostgreSQL databases for GpsTracker. The whole point of all this was to create a very flexible starting point for other developers so that they could take GpsTracker and work on the platforms that best suited their needs. I think we’ve done a very good job in achieving that goal.

I like helping people and I will continue to do so as time and desire permits. I’m going to create a forum here on websmithing to better organize questions and responses. At this point in time, I will not be taking on any new clients. I wish you luck and success with your software endeavors.

So anyway, that’s where I’m at and that’s where GpsTracker is at. Did I just end that sentence with a preposition? I really need to work on my writing skills…

 

Version 5 of Gps Tracker out now with support for WordPress!

The next version of Gps Tracker comes with a WordPress plugin and also an Android client. The plugin is available on the WordPress plugin website and you can install it directly from your WordPress install. The source code for the plugin is also now available in the Gps Tracker Github repo and Sourceforge download. The software is dual licensed. It uses MIT and GPLv2 licenses. The reason for the two licenses is because WordPress is GPLv2 licensed and recommends that their plugins be licensed that way also. The reason why I use MIT is because Gps Tracker has been licensed that way since the beginning and I wanted to maintain the same licensing for any new software added to Gps Tracker.

You can see the plugin working here on the websmithing website. This plugin took me about a year to write. I first had to learn how to create WordPress plugins and then how to fit Gps Tracker around their API and it was not easy. I’m using WordPress in a non-standard way. I have created a REST API that returns GeoJson. I am not using WP-API, which is WordPress’s up and coming REST API. The reason for this is because I needed a custom type (the GeoJson) and I did not want to litter the WordPress table that stores posts, users, comments etc with a custom location type. Gps Tracker generates and deletes lots of rows in a table. I wanted to have this table separate from the WordPress system tables. It just made more sense this way so I have created custom endpoints within the Gps Tracker plugin.

I searched long and hard on trying to find out how to create a REST API with WordPress. I found a couple of plugins that do that but they were to complicated for me to figure out and certainly seemed to complicated for my needs so I spent quite some time becoming one with WordPress plugin developer documentation… And one year later, voilĂ . I will post a tutorial on how I created the plugin because I think it will help a lot of people. Give it a test and please feel free to ask any questions about it on this post.

Version 4.0.4 of GpsTracker has been released with support for SQLite and PostgreSQL!

I’m happy to report that the latest version of GpsTracker now supports SQLite and PostgreSQL. This is all due to Brent Fraser, a fellow developer. One of Brent’s areas of expertise is working with databases and he has put quite a lot of work into porting GpsTracker over to these two databases.

Brent has also become the second developer on GpsTracker and we are going to be exploring some new technologies to enhance GpsTracker and make it more valuable to companies. What we want to look at next is using an off the shelf gps device like this that can be permanently installed in a car or truck. We are looking for something that is cheap and reliable and can be easily purchased off of amazon. This will allow small companies to track employees, trucks and other equipment without the unnecessary cost of a cell phone. Buying a SIM and mobile plan will still be required but not having to deal with phones will greatly enhance the usability of GpsTracker for companies.

Once again, I would like to thank Brent for his hard work and welcome him to GpsTracker.