# disclaimer article (blogs) — RSS Amplifier Recent posts from the 1 feeds in the RSS Amplifier directory that cover disclaimer article. Page: Feed: --- ## [AI: Debugging a Tiny LLM to Understand What Happens Between a Prompt and a Response](https://paolozaino.wordpress.com/2026/06/13/ai-debugging-a-tiny-llm-to-understand-what-happens-between-a-prompt-and-a-response/) _2026-06-13 · Paolo Fabio Zaino · Paolo Fabio Zaino's Blog_ In this article we ll explore how LLMs (Large Language Models) actually work internally, with practical examples so everyone can understand how they work and behave. Intro Imagine we type this prompt into a chatbot: Say hi. A moment later, the model replies: Hi! That looks simple. Almost too simple. And yes for the programmers among \[ \] ## [RISC OS: Running ShareFSServer alongside VirtualRPC, RPCEmu and Arculator with a virtual network adapter](https://paolozaino.wordpress.com/2026/05/31/risc-os-running-sharefsserver-alongside-virtualrpc-rpcemu-and-arculator-with-a-virtual-network-adapter/) _2026-05-30 · Paolo Fabio Zaino · Paolo Fabio Zaino's Blog_ In this tutorial, we ll see how to configure Windows and Linux hosts to run my ShareFSServer together with your favorite RISC OS emulator. ShareFSServer implements the Acorn/RISC OS ShareFS protocol (aka Access/Access+) on modern operating systems. It allows a Windows, macOS, BSD or Linux machine to expose host directories to RISC OS machines and emulators \[ \] ## [AI: AI Systems Are No Longer Just Models, and Runtime Verification Is Becoming the New Security Boundary](https://paolozaino.wordpress.com/2026/05/16/ai-ai-systems-are-no-longer-just-models-and-runtime-verification-is-becoming-the-new-security-boundary/) _2026-05-16 · Paolo Fabio Zaino · Paolo Fabio Zaino's Blog_ AI systems are increasingly being discussed as if the model were the system. That was never entirely true, but it is becoming dangerously misleading. Moreover, modern AI applications are not simply prompts sent to a model and responses returned to a user. They are pipelines, wrappers, agents, tools, APIs, third-party services, memory layers, orchestration logic, \[ \] ## [DME Project: Porting a lot of Themes to the new ExtTheme!](https://paolozaino.wordpress.com/2025/11/30/dme-project-porting-a-lot-of-themes-to-the-new-exttheme/) _2025-11-30 · Paolo Fabio Zaino · Paolo Fabio Zaino's Blog_ While the DME project slowed down due the need for a better development environment for which I have designed UltimaVM for, the parts I can continue to work on are still moving forward, here is an updated with pictures of Themes ports to the new DME ExtTheme! Intro Before we dig into the cool bits, \[ \] ## [UltimaVM: Update 2025-11-08 – More features added to Ultima – Function pointers, Code sections and more](https://paolozaino.wordpress.com/2025/11/09/ultimavm-update-2025-11-08-more-features-added-to-ultima-function-pointers-code-sections-and-more/) _2025-11-09 · Paolo Fabio Zaino · Paolo Fabio Zaino's Blog_ Given the interest Ultima has been receiving from enthusiasts and engineers, both online and at the few computer shows where I’ve demonstrated it, I think some will appreciate a more detailed look at its ongoing progress. So here’s the first of these updates. Intro If you’re new to Ultima or UltimaVM, you can find an \[ \] ## [ZFP Systems and the RISC OS Community on GitHub at the RISC OS London Show 2025](https://paolozaino.wordpress.com/2025/10/18/zfp-systems-and-the-risc-os-community-on-github-at-the-risc-os-london-show-2025/) _2025-10-18 · Paolo Fabio Zaino · Paolo Fabio Zaino's Blog_ Next Saturday (25th October 2025) I’ll be at the RISC OS London Show, together with many other developers and enthusiasts who keep our favourite operating system alive and evolving. Let s see what to expect! At the ZFP Systems stand, I’ll be showing the latest progress on several projects I’ve been developing — Merlin, Ultima VM, \[ \] ## [AI: Why Generative AI Hallucinates. All the Causes You Should Know](https://paolozaino.wordpress.com/2025/09/09/ai-why-generative-ai-hallucinates-all-the-causes-you-should-know/) _2025-09-09 · Paolo Fabio Zaino · Paolo Fabio Zaino's Blog_ Large language models can produce text that looks fluent and convincing but turns out to be wrong; a problem known as hallucination. These errors are not random glitches: they stem from how AI systems are trained, the data they learn from, the way we evaluate them, and even how people interact with them. In this \[ \] ## [Merlin OS: Building Trust in RISC OS Merlin with Formal Verification Methods](https://paolozaino.wordpress.com/2025/08/08/merlin-os-building-trust-in-risc-os-merlin-with-formal-verification-methods/) _2025-08-08 · Paolo Fabio Zaino · Paolo Fabio Zaino's Blog_ In this article, we ll take a look at an important new effort I am adding to my operating system, Merlin OS: formal verification, using a set of tools available to all Rust developers, as well as some custom ones. Disclaimer This article is not a comprehensive tutorial to software verification. It merely describes the work \[ \] ## [Software Engineering: Rethinking the Two Most Misused Mantras in Software Engineering](https://paolozaino.wordpress.com/2025/06/15/software-engineering-rethinking-the-two-most-misused-mantras-in-software-engineering/) _2025-06-15 · Paolo Fabio Zaino · Paolo Fabio Zaino's Blog_ In this short article we ll see my personal corrections over some common advices given in the industry which have been proved to cause more problems than helping people. The Trouble with Common Advice: Overengineering and Premature Optimization As Software Engineers, we’ve all heard these two popular pieces of advice, often thrown around in code reviews, \[ \] ## [AI: The Security Challenges of Liquid Neural Networks](https://paolozaino.wordpress.com/2025/02/11/ai-the-security-challenges-of-liquid-neural-networks/) _2025-02-11 · Paolo Fabio Zaino · Paolo Fabio Zaino's Blog_ In this second article exploring Liquid Neural Networks (LNN), we ll take a look at the security challenges behind developing both a foundational library and foundational models based on LNNs. Disclaimer This article is part of a series of articles that represent a short introduction to Liquid Neural Networks, related theory, and how they work. It \[ \] ## [Open-source Screen Sharing with Control (Sponsored)](https://crawlproof.com/a/vUYOBwtciPbl) _2025-02-11 · **Sponsored**_ WebRTC screen sharing with simultaneous mouse & keyboard control; viewers join in browser. ## [AI: Liquid Neural Networks in few words](https://paolozaino.wordpress.com/2024/10/20/ai-liquid-neural-networks-in-few-words/) _2024-10-20 · Paolo Fabio Zaino · Paolo Fabio Zaino's Blog_ Given all the questions I have received on the matter of Liquid Neural Networks from people interested in my zLNN foundational LNN library, I have decided to write an article to explain LNNs in the hope of helping people to find answers to initial questions. Disclaimer This article is merely a short introduction to Liquid \[ \]