How AI works, Explained with Mushrooms ! (Easiest Explanation )
How ChatGPT and other AI chatbots actually work, explained with mushrooms: training, weights, tokens, how an answer is built one piece at a time, temperature...
Codetown
Codetown ::: a software developer's community
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Michael Levin
- Male
- Gainesville, FL
- United States
- Blog Posts (287)
- Discussions (386)
- Events (1)
- Groups (45)
- Photos (44)
- Photo Albums (6)
- Videos (61)
Michael Levin's Groups
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Kotlin Town
6 members
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JavaScript Village
1 member
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AFRICA ANDROID CHALLENGE
3 members
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Cloud Computing Village
16 members
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Computational Linguistic…
15 members
Michael Levin's Discussions
Hadoop getting old?
Started Apr 10, 2017
What's functional programming, anyway?
Started Feb 21, 2016
JavaOne 2011 highlights
Started Oct 5, 2011
Michael Levin's Events
InfoWorld
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Michael Levin's Page
Latest Activity
"This looks good! https://www.anaconda.com/docs/anaconda-desktop/tutorials/chatbot-tutorial"
Profile Information
- What are your main interests in software development?
- The "art of the start", social networks, content management systems, blogs, small business innovative research, iPhones, Android, sensors, cyber security, rules engines, podcasting, Java, Groovy, Ruby, Python, Turbogears, operating systems (especially OSX and Linux), relational databases, The Semantic Web, Web2.0 and enterprise architecture.
- Do you have a website?
- http://www.cambridgeweb.ie
- Anything else you'd like to add? Where do you live? (optional!)
- I run Cambridge Web Design, a Florida corporation that provides software development and professional services. Cambridge - working software developers.
The Bike Preserve, www.tinyurl.com/okpeoro the most fun in a long time. I founded www.codetown.com, www.zoobird.com & www.swampcast.com - l <3 JUGs: OrlandoJUG, GatorJUG & SeneJUG...super fond of CongoJUG & JCertif
Michael Levin's Photos
Michael Levin's Videos
Michael Levin's Blog
Apple Watch paired with iPhone
Posted on July 9, 2026 at 7:09am 0 Comments 0 Likes

I recently read an article describing how to pair an Apple Watch with an iPhone. Looks great. You can leave your iPhone someplace and then use your Apple Watch as a phone. I don’t know anything about Apple watches, but they have them at Costco and of course at the Apple Store. What’s the latest, best one to get And Ann what do you know about this…
New Java features
Posted on August 29, 2025 at 5:32pm 0 Comments 0 Likes
August 28 2025, Newsletter no. 297 (this newsletter is available in html format at http://www.javaperformancetuning.com/news/news297.shtml )
As usual before a Java release, I'm listing all the new…
Free Eclipse book, recently published
Posted on August 24, 2025 at 11:59am 0 Comments 0 Likes
ContinueHi Everyone,My publisher is running a free Amazon Kindle book promotion through Monday, August 25th, 2025. The book, “Eclipse Collections Categorically: Level up your programming game” can be obtained for $0 on Kindle on Amazon through the August 25th.…
What is vibe coding?
Posted on June 9, 2025 at 9:37am 0 Comments 0 Likes
Vibe coding isn’t a formal technical term, but it’s become a slang or colloquial expression among programmers and tech communities—especially on social media and in creative coding circles.
What “vibe coding” usually means:
- Coding based on intuition or feel
Instead of rigidly planning everything out, you’re:- Freestyling as you…
You can now download the source code that sparked the AI boom
Posted on March 25, 2025 at 4:30am 0 Comments 0 Likes
Learning about artificial intelligence? You may find this interesting.
https://arstechnica.com/ai/2025/03/you-can-now-download-the-source-code-that-sparked-the-ai-boom/
Comment Wall (144 comments)
- At 9:00pm on September 9, 2025,
Jim White said…
Thanks Mike! What a blast from the past! That Red Hat swag! ;-). Jim
- At 1:54pm on September 5, 2019,
Ian Darwin said…
Thanks for the invite!
- At 9:50am on July 27, 2019,
Zeeshan Murad said…
- Thanks
- At 7:20pm on January 17, 2019,
Bradlee Sargent said…
I didn't mean to make you feel bad, I know how busy you must be. It's just we could do more to promote this site. Does the twitter thingie work for you?
- At 3:30pm on December 28, 2018,
Thanks so much for the birthday wishes. I know it's so late getting back to you but I don't check this website very often.
- At 12:11pm on November 1, 2018,
Michael Redlich said…
Thanks for the invitation and the birthday wishes, Mike!
- At 8:44am on October 23, 2018,
Joe McCall said…
- Hi Michael. I hope CodeOne is going well. Any idea when the next JUG event will be?
- At 7:50pm on October 9, 2018,
Thanks. I'm interested either way (either 10/25 or the rescheduled day).
- At 1:38pm on October 4, 2018,
Ramya Beesam said…
Sure Mike. I can do that
- At 9:46am on October 4, 2018,
Amanda Hinchman-Dominguez said…
- Hey Mike! Conference is awesome. Hoping to post talks as soon as they're up. My talk os tomorrow! Also that's great I would love to hear his talk!!! We're doing a lot with AOP and metaprogramming
Happy 10th year, JCertif!
Notes
Welcome to Codetown!
Codetown is a social network. It's got blogs, forums, groups, personal pages and more! You might think of Codetown as a funky camper van with lots of compartments for your stuff and a great multimedia system, too! Best of all, Codetown has room for all of your friends.
When you create a profile for yourself you get a personal page automatically. That's where you can be creative and do your own thing. People who want to get to know you will click on your name or picture and…
ContinueCreated by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.
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InfoQ Reading List
MCP C# SDK 2.0 Makes HTTP Stateless by Default and Adds Multi Round-Trip Requests
Microsoft announced version 2.0 of the official MCP C# SDK, which implements the 2026-07-28 revision of the Model Context Protocol with stateless HTTP servers by default, standardised routing headers and Multi Round-Trip Requests. Releases 2.1 to 2.3 have since added hybrid session serving, a subscriptions/listen handler and a series of discovery, OAuth and shutdown fixes.
By Edin KapićPHP Patches Two Critical RCE Flaws That Were Already Under Attack
PHP released 8.5.12, 8.4.27, 8.3.36, and 8.2.35 to fix two critical vulnerabilities allowing unauthenticated remote code execution. Amazon recorded an exploitation attempt four days before the patches shipped, and operators spent the day working out whether they ran PHP, where to get the package, and how to tell it had landed.
By Steef-Jan WiggersPyTorch Conference 2026: Google and Meta Open-Source TorchTPU for Native PyTorch on TPUs
Google and Meta open-sourced TorchTPU, a native PyTorch backend for Google's TPUs, at PyTorch Conference North America 2026, and Meta said it plans to move larger LLM workloads onto TPUs with it. AWS released TorchNeuron for Trainium the same week, while developers questioned TPU availability and where vendor lock-in now sits.
By Andrew HoblitzellGoogle ML Drift Accelerates On-Device AI Inference Across Diverse GPUs
Google has released ML Drift, an open-source, cross-platform GPU compute engine designed for on-device AI and machine learning inference. Licensed under Apache 2.0, it abstracts the complexities of different GPU hardware and low-level APIs, supporting OpenGL ES, OpenCL, Metal, and WebGPU.
By Sergio De SimonePingCAP Breach Exposes Customer Records and Source Code
PingCAP recently confirmed unauthorized access to its internal systems and the theft of source code and customer-related data. The attacker, cyber extortion group FulcrumSec, claimed to have stolen 10.6 TB of data, including TiDB Cloud control-plane records, customer SQL statements, API keys, connection logs, billing information, internal documents, and 413 private source-code repositories.
By Renato Losio
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