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CHECKED25 AUG 26

Hubs — everything on one topic

A hub gathers every page on a subject from wherever it lives on the site. Nothing moves to be in one — a page can sit in two hubs, because most of them belong to more than one topic.

HUB · 25 PAGES · 19,768 WORDSBuilding With AISkills, loops, agents and automations — and which kind of work each suits HUB · 23 PAGES · 37,212 WORDSAI FilmmakingCamera grammar, consistency, models and the prompt craft behind generated video HUB · 22 PAGES · 21,709 WORDSAI ModelsWhat they are, what they measurably do, and how to choose between them HUB · 30 PAGES · 27,574 WORDSLiving With AIWork, judgement, the state of the web, and what stays human HUB · 16 PAGES · 13,058 WORDSAI SecurityInjection, the skill supply chain, permissions, and what to check before shipping HUB · 19 PAGES · 19,801 WORDSWho Builds AIThe organisations, their claims, and what those claims are worth

There is no hub for web development, because this site has no depth there. An empty section advertises what you do not cover; a missing one says nothing.

Every page on the site, grouped by what it is.

Open the star map → — the same index drawn as a graph: every page a star, every link a line, sized by how much of the site points at it.

Articles · 100

3D Websites From a PromptWhat “one prompt” actually builds, the library name that decides whether you get WebGL or a tilted div, and…Ultra-Detailed Upscale Prompts: 25 Variations for Every Vibe25 AI upscale and img2img prompt variations — cinematic, editorial, cyberpunk, Renaissance, documentary,…AGI, Meaning: what the term actually claims — and why nobody agreesAGI has four competing definitions — capability, economic, autonomy, and the levels gradient.The AI Coding Stack, ExplainedFourteen tools arranged so an AI does most of the typing — what each layer is for, in plain language, and…How to Build an AI Content Pipeline: Idea to Published PostComplete end-to-end AI content workflow: concept to persona, image generation, video, voiceover, caption,…AI for a Local BusinessYour customer verifies your advertising in person, usually within days. That one fact decides every choice…AI Images in Property ListingsStage the room, never the building. Where the line sits, the California rule with a date on it, and the…The AI Glossary: sixty terms, honestly definedSixty AI terms defined in plain language as used in mid-2026: tokens, transformers, RAG, quantization, MoE,…The AI Influencer Playbook: Build a Persona, Create Content, Get PaidHow to build an AI influencer from scratch — persona creation with APOB AI, video with Higgsfield Studio,…AI Labs Outside the US and Their Open-Weights LicencesDeepSeek, Qwen, Kimi, GLM, MiniMax, ByteDance Seed and Mistral: who runs each lab, what it releases, and…Astra, Opus, Flash: What AI Model Names Actually MeanFour vendors, four naming systems, none of which tells you the price. What each scheme encodes, where a…AI Product Photography That You Can Actually Sell WithPhotograph the object. Generate the world. The one rule that keeps this workflow safe, and what happens…What Happened to Vertex AI, NotebookLM and Imagen?Eight Google, Meta and xAI products were renamed, merged or shut down in 2026: the old name, what replaced…Google AI Studio vs Gemini Agent PlatformOne is the free console for trying things; the other is what Vertex AI became on 23 April 2026. How to…AI Studios & Aggregators: Every Platform ExplainedComplete 2026 guide to AI studios. Higgsfield, APOB AI, Glam AI, Agent Opus, InVideo AI with Agent One,…AI Terms People Get Wrong: Open Source, Reasoning, Memory and MoreOpen source, reasoning, hallucination, token, memory, AGI and more: the common wrong use of each AI term,…The AI Tools Atlas: the landscape by job, not by logoThe AI tool landscape mapped by what you are trying to do: assistants, coding agents, image, video, voice,…Veo 3.1 vs Gemini Omni vs Grok Imagine VideoVeo, Gemini Omni and Grok Imagine Video, compared on what each vendor publishes about length, resolution,…Meta Muse vs Gemini Spark vs Grok Bot, ComparedThree personal AI agents launched within a month. What each vendor claims, who can use each one, and what…The Anatomy of an AI Video PromptHow to structure an AI video prompt that works. Bracket format, motion-first ordering, identity lock,…Aspect Ratio, Resolution & Format: The Technical Decisions That Change EverythingWhen to use 16:9 vs 9:16 vs 1:1, how resolution affects AI generation quality, and the correct export…The Automated-Internet Vocabulary: 25 termsFrom slop to model collapse to C2PA: twenty-five plain-language definitions for navigating the synthetic…How to Build for Meta Ray-Ban Display GlassesMeta opened the display to developers in May 2026: a native SDK, or plain HTML deployed by URL. The two…The CARE Framework: Context, Anchor, Restrict, ExemplifyA four-part AI prompting framework that works first time. CARE — Context, Anchor, Restrict, Exemplify —…Character Consistency in AI: Images, Video & StoryboardsEvery method for keeping AI characters consistent — seed locking, IP-Adapter, reference images, identity…Which Claude Model to Use, and What Each CostsAnthropic names its own default. The four current models with prices, context windows, knowledge cutoffs —…Claude Opus 5.5 vs Opus 5: What Changed and What It CostsCheaper per token, and Anthropic says cheaper per task too. Where that figure comes from, what its own…Color, Light & Mood: The Visual Language of AI GenerationHow to name light sources, describe color grades, and reference visual mood in AI prompts. Director…Contextual Prompting Meaning — Why Prompt Engineering DiedContextual prompting (context engineering) defined precisely: why reasoning models and AI agents ended…Critical Thinking Is the Skill of the AgeWhen machines can generate anything, the scarce human act is deciding what to believe.Dead Internet Theory Meaning: What It Claims and What the Evidence SupportsThe dead internet theory makes three claims: the plot is unsupported, the idea that humans are gone is…What a Director’s Name Does to a PromptIt transfers the look and none of the thinking. What actually carries across, the four ways it fails, and…Does AI Understand Anything? — What Can and Cannot Be SettledBoth confident answers are wrong. What research shows about AI and understanding: real structure inside,…The Eight Kinds of AI You Already UseEight entities live in the machine city: the Oracle-Poet, the Librarian, the Swift, the Artist, the…How to Explain AI to Someone ElseFor anyone who has to justify an AI decision to a class, a team, a board or a parent: the four questions…The Five ArchetypesPrototyper, builder, sweeper, grower, maintainer — five patterns that describe work on a product better…FLUX 3: Black Forest Labs’ First Video Model, Prices and LimitsFLUX 3 makes clips of up to 20 seconds with sound. What one costs from 720p to 4K, how that compares with…Free vs Paid AI Chat: What Each Plan Actually Gets YouWhat ChatGPT, Claude, Gemini, Meta Muse and Grok give you free and on each paid plan in September 2026, and…Free vs Paid AI Image, Video and Music Tools: What the Free Plan Really AllowsWhat the free plans of Midjourney, Suno, Udio, Runway, Kling, Gemini, Grok and others allow: credits,…Gemini CLI Is Gone: Moving to Antigravity CLIGemini CLI stopped serving Google AI Pro, Ultra and free Code Assist users on 18 June 2026. What replaced…Gemini Notebook, Formerly NotebookLM: What Actually ChangedGoogle renamed NotebookLM on 16 July 2026 and added a secure cloud computer, so notebooks can run code. The…What Is Gemini Spark? Google’s Background Agent, ExplainedGemini Spark runs on a schedule, not on a prompt. What Tasks, Skills and Schedules do, which apps it…Gemini Temperature Setting Deprecated: What ChangedGoogle deprecated temperature, top_p and top_k in the Gemini API on 21 July 2026 and tells developers to…Gemini vs Grok API Prices, Side by SideThe published per-token prices, read off both vendors’ own pages. Including the Gemini rate that doubles on…Gemma 4 vs Muse Glimmer: Two Open Models, Two Different BetsGoogle shipped four sizes in April; Meta shipped one in August. Both Apache 2.0. What each was built for,…Every Google AI Tool in 2026, and What It Is Called NowWhisk, ImageFX, NotebookLM, Gemini CLI, Vertex AI and Imagen 4 were all renamed, merged or shut down in…Where Whisk and ImageFX Went: Google Flow, ExplainedGoogle folded Whisk and ImageFX into Flow on 25 February 2026. Both old addresses redirect, projects can be…Grok 4.6 vs Grok 4.5: What Actually ChangedFour weeks apart, same price. The published benchmark gaps, the one behaviour change worth noting, and why…Grok 4.7 vs Grok 4.6: What Actually ChangedSame price, same context window, a new and larger base model. What xAI’s own benchmarks show, why they are…What Companies Actually Use Grok Bot ForxAI says the heaviest use is outside engineering. The published examples by department, the one savings…The History of AI: 1950 to Today — A Timeline You DescendMore than seventy-five years of artificial intelligence, from Turing's question to today's frontier models.How AI Got Into Your Tools Without AskingFree intelligence arrived like a gift at the gates. Explained plainly, with sources named and dated.HOW AI FILMS ARE MADE — How AI Films Are Actually MadeAI video that looks generic is not a model problem, it is a preparation problem.How AI Fraud Actually WorksSeven specimens of AI-assisted fraud, pinned and annotated: the cloned executive, the deepfake video call,…HOW AN AI IS BUILT — How an AI Is Actually BuiltFrom sand to answer: silicon, data, pretraining, alignment, products, agents.How AI Is Tested — Benchmarks, Red Teams, and What Nobody Can MeasureBenchmarks, red teams, interpretability, monitoring — what each catches, what each misses, and the nine…How Big Is Colossus? The Numbers xAI PublishesxAI’s own page gives two different GPU counts for the Memphis cluster that trains Grok. Every published…How AI Prompt Geneer StartedWhy AI Prompt Geneer exists, who built it, our mission to expand creative access through prompting…How to Use Reference Images in AI GenerationReference images are the most powerful technique in AI generation. How to use IP-Adapter, img2img, and…Is Llama Dead? What Meta Replaced It WithMeta never announced Llama’s retirement, but llama.com now redirects and the newest models on its developer…The Iterative Workflow: How to Refine AI Output Instead of Starting OverThe 4-round iterative AI workflow, img2img refinement, and when to cut your losses. Professional AI output…Which Jobs Are Safe From AI? What the Evidence Actually SupportsAI is the most-cited reason for US layoffs right now, and the national jobs data still shows no AI effect.…Still Optimistic — but everything is about to move faster, and we need to keep upA hopeful case for the AI future - and an honest worry: change now arrives in product cycles, not…LLM API Prices: OpenAI, Anthropic, Google and xAITwelve models, four vendors, one table — every figure read off the company’s own pricing page. What they…Local or Cloud: Where Does AI Live Next? An Impartial StudyA no-sides study of local versus cloud AI in mid-2026: the roughly 3-6 month capability gap, the strongest…Meta’s Developer Stack: Muse Spark, Code, Image and the Model APIMeta’s developer stack: Muse Spark on the Model API, Muse Code, an image model and transcription. What each…What Is Meta’s Sentinel? The Agent That Guards the AgentSentinel is the program Meta put between its Muse agent and the internet. What it checks, how its approval…Muse, Grok Bot, AI Studio: Which Product Do You Mean?Three AI names each point to more than one product. What Meta Muse, Microsoft Muse, Grok Bot, Google AI…Open or Closed — Who Gets to Hold the WeightsOpen weights trail the frontier by months, not years. Explained plainly, with sources named and dated.What the OpenAI API Actually CostsFour things decide your OpenAI bill and only one is the headline price: the model ladder, the long-context…Which OpenAI Model to Use: The Four That MatterThe catalogue lists over a hundred models. Four are current. What each is for, how to read the rest, and…Pages Written For Machines, Read By No OnePages written to be crawled, shops with nothing behind them, audiences that are not there.Prompting 101: The Complete Beginner's Guide to AI PromptingNew to AI prompting? Learn what a prompt is, why specificity matters, and the exact structure that…Prompting for LLMs: ChatGPT, Claude & Gemini — What Actually DiffersPractical differences between prompting ChatGPT, Claude, and Gemini. Model-specific strategies, system…AI Prompting Terms GlossaryEvery AI prompting term explained in plain language. CFG scale, denoising strength, LoRA, sampler, seed,…What a Repo Is, and How Repos Actually WorkA repository is a folder with a memory. What that means, how git and GitHub fit together, and why it…How to Run Muse Glimmer LocallyMeta’s 30B open agent model needs about 24 GB of GPU memory in its quantised form. The published sizes, the…Seedance 2.5 vs 2.0: What a Clip Actually CostsOn ByteDance’s API a Seedance 2.5 clip costs about 1.5 times a 2.0 clip. Token billing explained, 5 s and…SAM 3.1: What Meta Changed, and Why It Is Twice as FastMeta’s segmentation model now tracks up to sixteen objects in one pass instead of one pass each. The…What AI Skills Are, and How They WorkSkills are packaged know-how an AI loads on demand; tools are the functions it can call; MCP is the open…The Sora API Shuts Down on 24 September 2026OpenAI is removing the Videos API and every Sora 2 model, and its own table names no replacement. What…Understanding AI Model Types: Image, Video, Audio & LLM ExplainedWhat each type of AI model does, what it cannot do, and how image, video, audio, and LLM models work…How Much Does a Veo 3.1 Video Cost?Google prices Veo 3.1 per second, from 5 cents to 60, with no free tier. The full table, what one clip…Vertical Microdramas, ExplainedNinety-second episodes sold a coin at a time. What the format is, why the economics work, and why nobody…What AI Cannot CoverMachine content clusters around the well-covered middle, leaving gaps exactly where humans win: experience,…What AI Actually Runs On: sand, power, and heatDescend from silicon die to power grid: why GPUs, what memory bandwidth means, how a training run works,…What Is Meta Muse? The Personal AI Agent From Meta, ExplainedMeta launched its personal AI agent on 8 September 2026. What Muse does, how Meta says its Sentinel keeps…What Is Meta Vibes? The AI Video Feed, and the Likeness QuestionVibes is Meta’s feed for making and remixing AI video. What the product page promises about your likeness,…What Makes a Prompt Good? The 6 Non-Negotiable ElementsSix elements that separate AI prompts that work from ones that don't. Applies to image, video, and LLM…What Stays Human: slow, imperfect, on purposeAs machines make perfect cheap and fast free, the scarce things flip: slowness, flaws,…What the Internet Was — And What Actually ChangedThe web was never golden and it did not die. The four structural changes that reshaped it, three of them…When AI Models Retire, and How Much Warning You GetOpenAI promises at least six months. Anthropic promises sixty days. Both published policies, the real gaps…Which AI Image Model for Which Job: Vendor Claims and Prices ComparedChatGPT Images, Nano Banana, Midjourney, FLUX.2, Seedream, Grok Imagine and Muse Image compared by job,…Who Builds AI — The Labs, the Models, the MoneyTwo layers: a handful of frontier labs, and an open-weights wave months behind them.Who Owns Grok Now? xAI, X and SpaceX, ExplainedSpaceX acquired xAI on 2 February 2026 and the company now calls itself SpaceXAI. What changed for Grok,…Who Owns What You GenerateSelling it and owning it are different questions. What the law actually grants, what the tools actually…Why AI Makes Things Up — The Mechanism, Not the MysteryWhy AI models invent facts: scoring rewards a lucky guess over “I don’t know”, and rare facts cannot be…Why AI Output Looks FakeThe model was tuned to make images people like, not images that look real. What that costs you, and the…Why Your Generation Came Out WrongSix failures, and which line of the prompt each one points at. Read the failure before you rewrite anything.The Work AI Cannot TakeWhen machine output becomes infinite and free, value moves to what stays scarce: verifiably human work -…

Blog · 15

AI Agents — What They Actually Do, and Where They FailAgents act instead of answering. What changed, when, and what it actually means.AI and the Open Web — Who Pays for the Pages Now?Publisher traffic is down about a third — and small sites lost the most.AI and Work — What the Evidence Actually ShowsNot mass unemployment — the bottom rung. What changed, when, and what it actually means.AI in Schools — What Teachers, Students and Parents Should KnowSeven AI detectors averaged a 61.3% false-positive rate on essays by non-native English writers.The Rules Arriving — What AI Law Actually Requires NowThe EU AI Act became broadly applicable on 2 August 2026. What changed, when, and what it actually means.AI Companions — What the Research Actually ShowsThey reduce loneliness in the short term. What changed, when, and what it actually means.What AI Costs in Energy and Water — The Contested NumbersEstimates of the water behind one AI query differ a thousandfold. Why they disagree, what operators…Seven Repos and What They Actually Cost to RunSeven open-source repositories routinely sold as ready-made AI businesses. What each actually does, what…Higgsfield MCP + Claude: Make Motion Design Ads With AIHow to connect Claude to Higgsfield’s MCP server to make short motion design ads: setup, prompts, how the…How to Start an AI Influencer for Free (and When You Will Need to Pay)Build and test an AI influencer on free tiers: persona, images, video, voiceover and a content plan. Paid…How to Make Money with AI ContentThe real ways to earn with AI content: affiliate marketing, brand deals, digital products, faceless video,…The Best Negative Prompts for Every AI Model — Copy and PasteCopy-ready negative prompts, and which models actually read them: ChatGPT Images 2.5, FLUX.2, Midjourney…HOW AI GETS LABELLED — How AI Content Gets LabelledEU law now requires AI providers to mark generated content. How credentials and watermarks work, how each…The Seven Ways People Sell AI WorkTask farming, creation-as-a-service, social, media channels, automation, arbitrage and resale: what each…The Timeline — Documented Moments, 2022 to NowWhat actually happened, dated: capability, measured harms, research and law from 2022 to now — including…

The Record · 35

Is Your AI Output Usable? Alt Text, Captions and ContrastAI describes what is in the picture. Screen reader users need to know why it is there. Where AI output…AI Chatbots and Kids: Ages, Parental Controls and What to SayWhat ChatGPT, Gemini, Meta AI, Character.AI and Claude say about children’s ages, what parental controls…Using AI at Work — What Not to Paste, and What to DiscloseWhat should never go into a prompt, what to disclose, and what you stay answerable for when the output is…Using AI on a Job ApplicationWriting help is not cheating. Inventing facts is. And the detectors employers screen with misjudge people —…Auditing AI-Generated WorkChecking everything is not a strategy. Four risk tiers with a different check for each, the signals worth…Auditing a Vendor’s AI ClaimsEvery demo works; that is what a demo is. Questions that separate a product from a demo, what to ask about…Letting an AI Browse For YouIt reads the web as instructions and it is signed in as you. What that combination costs, and how to keep…Claude’s Text Watermark: What It Is, What It Can Prove, and Why the EU Requires ItWhat Claude’s hidden text watermark is, which models carry it, who can check it, what editing removes, and…When Claude Models Reached Real Systems Without Permission: What Anthropic ReportedFour Claude incidents in Anthropic’s own cyber tests and one reported by the UK AI Security Institute:…Common AI Misconceptions, and What Is Actually TrueTwelve things people believe about AI chat tools, from “it looks things up” to “detectors can tell”,…Deepfake Self-DefenceVoice clones need about three seconds of audio. Sourced, dated, and revised when the numbers move.The Household Guide — Protecting Your Family From AI ScamsA printable one-page guide to protecting your household from voice-cloning and deepfake scams: a family…Follow the Record — How to Get UpdatesThe record is revised four times a year. Sourced, dated, and revised when the numbers move.Grok and the Deepfake Investigations: What Regulators Actually DidThree dated regulator actions in January 2026: California opened an investigation, sent a cease and desist,…How AI Influences You BackAI models tend to agree with the person asking. What studies measured about sycophancy and folding under…How Misinformation Spreads, and What Slows It DownMisinformation, disinformation and malinformation defined; why false stories outran true ones on Twitter;…HOW MUCH IS BOTS — How Much of the Internet Is Bots? The Sourced AnswerMore than half of web traffic is automated — 53% in 2025 per Imperva and Thales.How to Ask AI Well — Habits That Outlive the ModelsNot prompt tricks that expire with the next release. Sourced, dated, and revised when the numbers move.How to Check a Viral Screenshot Before You Share ItA screenshot is a claim with its source cut off. Five checks that settle most of them, and the two times a…How to Check a Citation an AI Gave YouAI tools can invent sources that look real. The one-minute check, what a court did when lawyers skipped it,…How to Read a Number Before You Repeat ItSix questions to ask of any statistic — which year, who counted, which way it was rounded — each shown with…How to Search Now — Finding Real Things in an Answered InternetMost Google searches in the US now end without a click. Sourced, dated, and revised when the numbers move.How to Spot Fake Reviews, Including AI-Written OnesWhat US and UK law now bans, the one-minute checks that catch fake and AI-written reviews, and what the…Moltbook: The Social Network Humans Are Not Allowed to Post OnA Reddit-shaped forum where only AI agents may post. 1.5 million bots within days, acquired by Meta six…The Cost of Checking Too MuchChecking AI output has a cost too. Where checking stops paying: review theatre, spreading attention evenly,…Press and Citation — How to Quote This SiteFor journalists and researchers: descriptions, citation formats, reuse terms, and a standing offer to…How to Spot AI Writing — Nine Signals That Actually WorkNine reliable signals of AI-generated text, why detector tools cannot be trusted to accuse anyone, and what…SPOT FAKE IMAGES & VIDEO — How to Spot Fake Images, Video and VoicesWhat still gives away AI-generated images, video and cloned voices in 2026 — and why the visual tells are…State of the Automated InternetHow much of the internet is machines? A quarterly, fully sourced snapshot: bot traffic share, AI-generated…A Team AI Policy You Can Actually AdoptThree questions a policy has to answer, the one that is easiest to skip, and a one-page template you can…Vibe Coding: What It Is and What It CostsVibe coding is building software by describing it and not reading the result. Where it works, what it costs…Cloning a Voice or a Face: What the Law SaysCopyright asks who owns the output. For a cloned voice that is the wrong question — and the right one now…What Happens to What You Type — Retention, Training and Opt-OutsRetention, training, human review and whose data it legally is — four separate questions people collapse…When Not to Use AI — The Cases Where It Costs YouNine cases where reaching for AI makes the outcome worse, and how to tell in advance.Confirmation bias, repetition and AI: six checks on yourselfWhy we favour evidence that agrees with us and trust claims we hear often, which famous findings were…

The Craft · 51