Thomas Cherickal
(He/Him)
Covers:
Artificial Intelligence, Machine Learning, Deep Learning, Reinforcement Learning, Generative AI, SLMs, LLMs, AI Agents, Python, Rust, Google Cloud Platform, TDD, 100% Code Coverage.
Doesn't Cover:
Film, Fashion, Hollywood, Fitness, Yoga, New Age, Alternative Spirituality.
Articles by Thomas Cherickal
AI Can Now Read and Rewrite Neural Network Weights. Here's Why It Matters
The Frontier Emergence: a top-tier AI reads, understands, and rewrites the grids of numbers inside another neural network - or even itself. Table of Contents Neural Networks Are Black Boxes. Right? 1. How Frontier Models Reason About Other LLMs in Weight Space 2. Extracting and Finding the Relevant Weights 3. The Basic Underlying Logic Behind Weight-Space Programming 4. Explaining Weight-Space Programming to Human Beings The Foundation: What Are "Weights" Anyway? Metaphor 1: Dog Training vs.
AI Can Now Read and Rewrite Neural Network Weights. Here's Why It Matters
Anthropic 15 hours ago Anthropic releases Claude Fable 5.2 and Mythos 5.2, pairing new, record-high benchmarks with 20% API cost reduction VentureBeat - Carl Franzen • 15h What's better than a new frontier model? Try two, both of them achieving new high scores on a variety of third-party benchmarks — all with a 20% cost reduction over API for enterprises and developers.
10 Billion-Dollar Startup Ideas Generated by Gemini 4 Argon
10 Billion-Dollar Startup Ideas Generated by Gemini 4 Argon Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal|@thomascherickal The | Gen AI | AI Agents | AI Tools | SLMs | LLMs | DMs | Engineer | Quantum | Research | Developer | Python | Go | Rust | Mastery Playbook. Story's Credibility As I was lying down to sleep one night, as ideas often do, article ideas came into my head.
10 Billion-Dollar Startup Ideas Generated by Gemini 4 Argon
Psycholinguistics Reveals That AI-Generated Responses Are Getting Progressively Harder For Humans To Read And Understand In today’s column, I examine a significant sign that generative AI and large language models (LLMs) are gradually producing written responses that are harder for humans to read and understand. Think of it this way. AI output is going beyond the reading comprehension of the everyday human. This …
20 Best Open-Source AI Decision Models You Can Run Locally in 2026
Last month I asked a frontier LLM a simple question about a support ticket: billing, shipping or technical? It gave me four paragraphs. I needed one word, and I needed to know how sure it was. That gap, between an essay and a decision, is where a new class of AI model lives. TypeSafe called it a System One model when it launched Jev on 15 September 2026. Within a month, the community leaderboard was tracking more than 160 entries, and even the best open models now beat the hosted original.
I Compared 8 AI Agent Platforms. Here's What Running a Team Actually Costs
Eight Platforms, Ten Tasks, Ten Agent Teams, What Each One Costs, and How to Remove that Cost using Local LLMs Table of Contents I. Introduction to Agent Orchestration and the Power of Local LLMs Why orchestration skills are in demand, what agents cost, and how local LLMs remove that cost. II. How To Stay Under Budget Seven rules and one hook that keep your token bills small. A five-agent full-stack feature build with Anthropic's terminal agent.
I Compared 8 AI Agent Platforms. Here's What Running a Team Actually Costs | HackerNoon
Claude Code can now be modded like a video game, and I couldn't stop tinkering I've always had a habit of personalizing pretty much everything I own. Whether it's a room I'll only be staying in for a few months, a device I spent …
Inside Jev: How Decision Models Trade Text Generation for Typed, Calibrated Answers
A cup tips off the edge of your desk. Your hand is already there. You did not reason about it. You did not weigh the options, write yourself a memo, or check your confidence. You simply decided - in a fraction of a second - and you were right. Our AI does not work like that. Not yet - but now, it will soon. Ask the smartest frontier model on Earth whether a support email is about billing, and it writes. Token by token. It may think out loud first. It may wrap the answer in a paragraph of politeness.
The Manifold Hypothesis Across Diffusion, GANs, and Latent Spaces
We are going to explore 6 great mysteries of Generative AI. Why does a diffusion model have to destroy an image with noise before it can create one? Why did GANs collapse, oscillate, and make grown engineers cry for five straight years? Why does king — man + woman = queen actually work inside a language model? Why can a tiny printed sticker fool a vision system that outperforms trained radiologists? Why can you slide a dial in “latent space” and watch one face morph smoothly into another?
The Post-Quantum Security Model Built for an Age of AI Agents
On 5 September 2026, a proof appeared. It had been ninety years in the making. It answered one of the seven Millennium Prize Problems — the Navier–Stokes existence and smoothness problem, a question about whether the equations governing fluid flow can develop a singularity in finite time. Human mathematicians had not solved it. Not one model working alone.
The Nonlinear Science Behind Large Language Models | HackerNoon
Claude AI 2 hours ago Anthropic researcher quits, says AI 'could kill us all by the end of the decade' Mashable - Amanda Yeo • 2h An Anthropic spokesperson confirmed it believes AI could kill all humans. An AI researcher has quit Anthropic due to ethical concerns, claiming that the technology could kill countless people within the next 10 years — if not everyone.
The Nonlinear Science Behind Large Language Models
The nonlinear science behind large language models, explained in plain English, with the numbers that matter, and where it leads next! Why This Particular Article Means So Much to Me In 2006, I was in my first year after graduation. I was working on Hopfield networks in C. I was also learning Non-Linear Dynamical Systems theory at the time. I suspected very strongly that neural networks, being dynamical systems, had chaotic boundaries and strange attractors of their own.
The Six-Day Mystery That Rewrote AI's Price List
Nobody would admit they built Ox Alpha—and by the time anyone did, it had already processed forty-four trillion tokens. On 20 August 2026, a model appeared on OpenRouter with no author. No lab willing to admit it existed. What it did have was a 1,048,576-token context window, text, image, and video input—and a price of exactly zero. Within six days it had pushed more tokens than any other model on the platform. Half a million developers fed it their private codebases.
Gemini Spark versus Hermes Agent versus OpenClaw: Who Wins and Why?
AI-generated by the author with Nano Banana Pro 2 A Comprehensive Comparison Of Agentic AI Every enterprise architect today has heard some version of these three sentences. "Just give the agent access—it's sandboxed, it's fine." "Open source means someone already checked it for us." "Google would never let something unsafe touch our inbox." I'm writing this article to tell you that all three of those sentences deserve a second look. So: Gemini Spark, Hermes Agent, or OpenClaw. Who actually wins?
Relying On Cloud AI Is Dangerous But Sovereign Local AI Is An Unstoppable Force
AI generated by the author. On 12 June 2026, at 5:21 PM US Eastern Time, a single letter from the United States Department of Commerce switched off two of the most capable AI models on Earth for every non-American on the planet. Not a company on a blacklist. Anthropic had ninety minutes to comply. It could not verify citizenship for hundreds of millions of users in ninety minutes, so it did the only thing it could do - it turned Claude Fable 5 and Claude Mythos 5 off for everybody.
Kimi K3 Signals a New Threat to US AI Dominance
Image AI-generated by the author with Google Gemini Flash Image Introduction Something which I never thought would happen until the end of the year - maybe December 2026 - happened today. An Open Weights Chinese Large Language Model matched Frontier American LLMs. And in several benchmarks, beat them. This is a world-shaking event. Let me introduce you to Kimi K3.
Closed Source LLMs Bankroll the AI Companies and Bankrupt the World - And 5 Guidelines to Reverse It
I use a closed-source AI to generate my images, and I can’t unsee the irony! The AI Age of Abundance is a Lie! All the Generative AI companies’ CEOs have been repeating the same cliches: Sam Altman, CEO of OpenAI, writes in his essay The Intelligence Agethat a defining characteristic of the Intelligence Age will be massive prosperity, describing a future where incremental breakthroughs eventually become commonplace.
The Zero-Cost AI Stack for Developers in 2026
AI for everyone. All images generated free by NightCafe Studio. AI for everyone. All images generated free by NightCafe Studio. Zero Cost. Zero Excuses. No More Paywalls Between You and the Future. Free. Genuinely free. Not âfree for 14 days.â Not â$5 of credits that expire in 30 days.â Not âfree â but you need a credit card on file, and we will auto-charge you.â Actually. Actually. Free. Free. And Iâm not talking about stripped-down toy models that can barely hold a conversation.
The Best Claude Code Alternatives to Try
An exhaustive architectural evaluation, developer review analysis, and deployment guide for modern autonomous coding agents. An exhaustive architectural evaluation, developer review analysis, and deployment guide for modern autonomous coding agents.
The Ultimate Guide to Google Antigravity 2.0 - Complete Automation Without Any Code
The Ultimate Guide to Google Antigravity 2.0 - Complete Automation Without Any Code Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Gen AI - Agents - Blockchain - Web3 - Quantum - QAI - Cybersecurity - Research - Open Source - Playbook. Subscribe! About Author TOPICS THIS ARTICLE WAS FEATURED IN Terminal Lite X Threads Bsky Mas Related Stories
I Built a Neural Network from Scratch in Rust — Then Compiled It to WebAssembly
A complete ML pipeline: engine, backprop, binary format, and a live browser demo. Zero dependencies. Under 200 KB total. If you have built machine-learning projects before, you have probably done it by importing PyTorch, TensorFlow, or scikit-learn and calling .fit(). Those are excellent libraries.
The AI Olympics: Which 20 USD AI Subscription Plan Wins in 2026?
The AI Olympics: Which 20 USD AI Subscription Plan Wins in 2026? by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Gen AI - Agents - Blockchain - Web3 - Quantum - QAI - Cybersecurity - Research - Open Source - Playbook. Subscribe! About Author The Gen AI - Agents - Blockchain - Web3 - Quantum - QAI - Cybersecurity - Research - Open Source - Playbook.
Hermes Agent vs OpenClaw: Which AI Agent Framework Wins in 2026?
Hermes Agent vs OpenClaw: Which AI Agent Framework Wins in 2026? by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Gen AI - Agents - Blockchain - Web3 - Quantum - QAI - Cybersecurity - Research - Open Source - Playbook. Subscribe! About Author The Gen AI - Agents - Blockchain - Web3 - Quantum - QAI - Cybersecurity - Research - Open Source - Playbook.
Small Language Models Have a Trillion-Dollar Future
Small Language Models Have a Trillion-Dollar Future by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Gen AI - Agents - Blockchain - Web3 - Quantum - QAI - Cybersecurity - Research - Open Source - Playbook. Subscribe! About Author The Gen AI - Agents - Blockchain - Web3 - Quantum - QAI - Cybersecurity - Research - Open Source - Playbook.
The Case for Local AI Has Never Been Stronger
The Case for Local AI Has Never Been Stronger by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Gen AI - Agents - Blockchain - Web3 - Quantum - QAI - Cybersecurity - Research - Open Source - Playbook. Subscribe! About Author The Gen AI - Agents - Blockchain - Web3 - Quantum - QAI - Cybersecurity - Research - Open Source - Playbook.
OpenFang: The Game-Changing Open Source Agent OS That Replaces OpenClaw
OpenFang: The Game-Changing Open Source Agent OS That Replaces OpenClaw by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Gen AI - Agents - Blockchain - Web3 - Quantum - QAI - Cybersecurity - Research - Open Source - Playbook. Subscribe! About Author The Gen AI - Agents - Blockchain - Web3 - Quantum - QAI - Cybersecurity - Research - Open Source - Playbook.
OpenClaw is a Security Nightmare. Here Are The Alternatives to Use Instead
OpenClaw is a Security Nightmare. Here Are The Alternatives to Use Instead by TLDR EN RU TR KO DE BN ES HI ZH VI FR PT JA Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Gen AI - Agents - Blockchain - Web3 - Quantum - QAI - Cybersecurity - Research - Open Source - Playbook.
How to Run Your Own Local LLM — 2026 Edition
2026: The Year Local AI Became Truly Practical We are living through a major paradigm shift in how individual developers and small teams interact with large language models. For three years, the conversation was dominated by cloud APIs, subscription tiers, and a handful of gatekeepers who controlled the most powerful models behind rate limits and terms of service. The year 2026 has changed everything. The catalyst is hardware.
Google Gemini vs Anthropic Claude vs OpenAI ChatGPT vs xAI Grok: The Ultimate Comparison
Google Gemini vs Anthropic Claude vs OpenAI ChatGPT vs xAI Grok: The Ultimate Comparison by TLDR EN RU TR KO DE BN ES HI ZH VI FR PT JA Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Gen AI - Agents - Blockchain - Web3 - Quantum - QAI - Cybersecurity - Research - Open Source - Playbook.
How to Run Your Own Local LLM — 2026 Edition — Version 1 | HackerNoon
How to Run Your Own Local LLM — 2026 Edition — Version 1 by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
Google Antigravity: 20 Game-Changing Prompts for Complete Automation
Google Antigravity: 20 Game-Changing Prompts for Complete Automation by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
The OpenClaw Saga: How the Last Two Weeks Changed the Agentic AI World Forever
The OpenClaw Saga: How the Last Two Weeks Changed the Agentic AI World Forever by TLDR EN RU TR KO DE BN ES HI ZH VI FR PT JA Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
The Next Trillion-Dollar AI Shift: Why OpenClaw Changes Everything for LLMs
The Next Trillion-Dollar AI Shift: Why OpenClaw Changes Everything for LLMs by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
Google Antigravity: The Disruptor That Just Changed the Computing World Forever
Google Antigravity: The Disruptor That Just Changed the Computing World Forever by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
10 Spectacular Use-Cases of Google Antigravity: Orchestrating No-Code AI Agents
10 Spectacular Use-Cases of Google Antigravity: Orchestrating No-Code AI Agents by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
Never Write a Prompt Again: Introducing Recursive Prompting
Never Write a Prompt Again: Introducing Recursive Prompting by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
The AI Agent Revolution: How to Build the Workforce of Tomorrow
The AI Agent Revolution: How to Build the Workforce of Tomorrow by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
I Quit Chrome for Edge and Firefox—and I’m Not Going Back | HackerNoon
I Quit Chrome for Edge and Firefox—and I’m Not Going Back by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
Quantum Computing Fundamentals Part I: 10 Easy Pieces
Quantum Computing Fundamentals Part I: 10 Easy Pieces by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
How Quantum Computers Threaten Bitcoin and the Entire Internet: Simply Explained
How Quantum Computers Threaten Bitcoin and the Entire Internet: Simply Explained by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
Mojo Aims to Unite the Computing Stack—from Cloud to Edge—with MLIR Power | HackerNoon
Mojo Aims to Unite the Computing Stack—from Cloud to Edge—with MLIR Power by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
How Guppy Became My Go-To Quantum Programming Language
How Guppy Became My Go-To Quantum Programming Language by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
The Internet Can’t Stop Talking About Google NotebookLM
The Internet Can’t Stop Talking About Google NotebookLM by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
Comparing Quantum Programming Frameworks: IBM Qiskit, Microsoft Q#, and Quantinuum’s New Stack
Comparing Quantum Programming Frameworks: IBM Qiskit, Microsoft Q#, and Quantinuum’s New Stack by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
QAI’s Terrifying Fate That’s Hiding in Plain Sight
QAI’s Terrifying Fate That’s Hiding in Plain Sight by Your browser does not support the audio element. Voice Dr. One Ms. Hacker byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook.
How to Use AI to Create Prompts: A Masterclass in Prompt Engineering | HackerNoon
How to Use AI to Create Prompts: A Masterclass in Prompt Engineering by Thomas Cherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook. Subscribe! byThomas Cherickal@thomascherickal byThomas Cherickal@thomascherickal The Digital Futurist. The | Gen AI | Agents | Blockchain | Quantum | Mastery Playbook. Subscribe! Story's Credibility byThomas Cherickal@thomascherickal The Digital Futurist.
The Rise of Quantum AI and Its World-Changing Impact
All Images are AI-generated by the author free on NightCafe Studio: here. Introduction We stand at the confluence of two technological titans: quantum computing and artificial intelligence. This intersection is giving rise to Quantum AI, a paradigm that transcends classical computation limits and promises to redefine intelligence itself.
One Go Codebase, Five Platforms: My Cross-Platform Build Journey
Introduction Go, often referred to as Golang, has earned its distinguished reputation through a combination of elegant simplicity, raw performance, and powerful concurrency models. A truly transformative, yet often understated, feature of Go is its innate and robust support for multiplatform programming. The ability to write a single codebase and compile it for a diverse landscape of operating systems and architectures with minimal effort is a paradigm shift for developers.
This New Language Might Kill NVIDIA’s GPU Monopoly
All Images AI-generated by the author for free with NightCafe Studio - see the footer for the link. The era of high-performance computing has been defined by a single name: CUDA. NVIDIA's platform unlocked the power of GPUs, becoming the de facto standard. For over a decade, to program a GPU meant to program in CUDA. This dominance, however, has created a cage, locking progress into a single vendor. But today, mid-2025 - things are changing.
Jensen Huang Admitted He Was Wrong About Quantum Computing
We cover important, high-impact, informative, and engaging stories on all aspects of technology. Subscribe to our content marketing strategy newsletter: https://drmehmetyildiz.substack.com/ Writer inquiries: https://digitialmehmet.com/contact And Backed The Statement With 100M+ USD Investments in Quantum Computing Infrastructure According to NightCafe Studio’s official policy, you are granted full ownership of the images you create on the platform.
Show More
loading
Actions
Is this you?
As a journalist, you can create a free Muck Rack account to customize your profile, list your contact preferences, and upload a portfolio of your best work.Get in touch with Thomas
Contact Thomas, search articles and posts on X, monitor coverage, and track replies from one place.
Learn more about Muck Rack