Chatbots and large language models explainer

Chatbots & Large Language Models (LLMs)

TL;DR An LLM is the underlying reasoning engine; a chatbot is the product experience wrapped around it - they are related but not the same thing LLMs excel at summarizing, rewriting, generating drafts, and coding, but should be treated as fast collaborators rather than infallible oracles The main model families are frontier models (GPT, Claude, Gemini), open-weight / self-hostable models (Llama), and product-specific assistants (ChatGPT, Cursor, Copilot) Choose the right tool for the job: chatbots for convenience and exploration, APIs for automation, coding-native tools for repo-aware work The market is now split between AI as a consumer product and AI as programmable infrastructure - understanding both layers makes the landscape far less confusing Most people still talk about chatbots and large language models as if they are the same thing. ...

May 17, 2024 · 6 min · James M
ChatGPT iPhone app launch

Why the ChatGPT iPhone App Mattered

TL;DR The ChatGPT iPhone app mattered not as a feature release but as the moment AI shifted from a desktop destination to an everyday mobile utility Key additions - native interface, synced history, and voice input - were modest, but they fundamentally changed when and how people reached for AI Mobile AI is intimate in a way desktop AI is not, fitting into gaps throughout the day rather than dedicated work sessions The launch signalled that ChatGPT was becoming a platform and a habit, not just a viral website or a one-off experiment It pointed toward the future that followed: voice as a primary interface, cross-device continuity, and conversational AI as persistent infrastructure When OpenAI launched the ChatGPT app for iPhone, it was easy to see it as a simple mobile companion to a popular web product. ...

May 18, 2023 · 4 min · James M
OpenAI GPT-4 release

OpenAI has released GPT-4

Fully intent on being the next Skynet, OpenAI has released GPT-4, its most robust AI to date that the company claims is even more accurate while generating language and even better at solving problems. GPT-4 is so good at its job, in fact, that it report… https://t.co/Q2btYgtWSA — GrindZero Tribe (@Snapzu_Blogs) March 16, 2023 Related Reading Auto-GPT is now able to write it’s own code AI Explainers AI Tools & Frameworks Why the ChatGPT iPhone App Mattered

March 16, 2023 · 1 min · James M
AI explainers - foundational concepts

AI Explainers

TL;DR A curated set of the clearest technical explainers of foundational AI concepts - the ones that build real intuition, not just vocabulary Covers fundamentals (backprop, neural networks), transformers and language models, and generative models like diffusion Authors include Andrej Karpathy, Stephen Wolfram, and NVIDIA’s developer team - high signal, low fluff Read one piece slowly rather than skimming five - the value is in working through the maths, not collecting links Pairs well with the courses list if you want a structured path after the explainers click A curated collection of clear, technical explanations of foundational AI concepts. These resources help build intuition about how modern AI systems actually work. ...

February 15, 2023 · 2 min · James M