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UK & EU focus . AI compliance . regulation . the foundations beneath them

Understand AI.
No technical background needed.

"AI steals my job. No more time to sob."

— Toto-Rex

A dinosaur lost his job to an algorithm, so he set out to understand it: the rules, the regulations, and just enough of the technology to follow them. Focused on the UK & EU, in plain English, from credible sources. Serious about the learning. Less serious about himself.

The newsletter is coming soon.

Toto-Rex at a laptop showing the word REJECTED
How it started

The algorithm came for the job. So he decided to understand it.

No technical background. No shortcuts. Just one word, one rule, and one small victory at a time, written down so you can walk the same path without the late nights and cold coffee.

This is that path, tidied up and shared. Welcome in.

02
Latest News

Hot off the wire, worldwide

The archive Toto-Rex's Weekly Summary

AI news from verified outlets across the globe. UK, EU and US first.

Toto-Rex's morning clippings . all the news that's fit to bite

The Cretaceous Courier

News of the day

The FCA leans on the platforms over AI-driven investment fraud

The Financial Conduct Authority is increasing pressure on the large technology companies to stop their platforms being used for investment fraud, amid concern that artificial intelligence lets scams be created, distributed and adapted at greater speed and scale. Social media, messaging services and online advertising have become important channels for fraudulent promotions. No new statute sits behind this; the pressure is supervisory, which is how most UK AI regulation actually arrives. If you run a platform that carries financial promotions, the question being put to you is what detection and takedown look like now that the fraudster has a model too.

Read it in TLT's AI Brief →
UK
Whitehall consults on monitoring technology at work
TLT, AI Brief . September 2026

Government expects workplace monitoring to grow, and accepts that AI lets employers automate decisions about workers at speed; privacy, fairness and autonomy are the stated concerns.

EU
Brussels ties AI security to the cyber rulebook
European Commission . 7–15 July 2026

An EU Action Plan on Cybersecurity and AI, a Commission opinion on the transparency code for AI-generated content, and AI Office findings on frontier-model security, in nine days.

Headlines link to their original outlets; the one-line gists are Toto-Rex's own. Curated 22 September 2026; check the source for the latest.

The shelf

Four folders, one tidy desk

Open a folder; the desk shows only what you need. Less scrolling, more finding.

The side rail and menus still reach everything; picking a link opens its folder for you.

01
The AI & Compliance Briefing

The reading that matters, in plain English

The archive Toto-Rex's Weekly Summary

Each item summarised by Toto-Rex, linked to its original source. UK & EU first.

Sort:

Region:
Region:
Region:

How this works: every summary is Toto-Rex's own plain-English take, and each card links out to its original source so you can read it yourself. Nothing is reproduced here. Educational only, not legal advice — for your own situation, ask a suitably qualified professional.

Sources, scope & limitations

Scope. This briefing covers AI compliance, regulation and policy for the United Kingdom and European Union. The events radar (section 05, below) covers the UK, the EU and online events from recognised hosts. It does not try to cover the US, Asia, or sector rules that don't touch AI.

Sources. Credible, verifiable sources only: official texts (EUR-Lex, the ICO), established UK law firms, recognised legal press such as The Law Society Gazette, and peer-reviewed academic journals. Every card links to its primary source.

Depth & timeline. Summaries are short by design; what a thing is and why it matters, then off you go to the original. Current as of 27 September 2026. The EU AI Act's transparency duties applied from 2 August 2026; its high-risk rules were deferred to 2 December 2027 by the Digital Omnibus on AI, in force since 27 July 2026; the UK's automated-decision reforms took effect 5 February 2026.

Limitations. Toto-Rex is a dinosaur, not your lawyer. Summaries are his interpretation, they simplify, and the law moves; implementing acts and further amendments can still shift dates. Check the live source before you act, and take advice for your own circumstances.

02
The founder's desk

Start it properly. Keep it clean.

Six numbered stops from company number to compliance calendar; each one expandable when you want the detail.

What this is: the paperwork path for a small UK company, in the order Toto-Rex actually walked it; based on the official sources linked in each step, as at 7 July 2026. Fees and dates change; the links are the truth. Educational only, not legal, tax or accounting advice — for your own setup, consult your lawyers and your accountant.

  1. Choose a structure. Most founders here want a private limited company (limited liability, investable); a sole trader setup is lighter if you are only testing the water. GOV.UK walks the choice.
  2. Check the name is free on the Companies House register and not too close to a registered trade mark (step 3); the register accepting a name does not mean you can trade under it safely.
  3. Verify your identity first. Since 18 November 2025, directors and people with significant control must verify with Companies House (GOV.UK One Login, free) and use the personal code at incorporation. No code, no company.
  4. Register online (£50, usually within 24 hours): registered office (a formation agent's address keeps your home off the public record), SIC code, shares, directors. GOV.UK: register your company.
  5. Diary the annual jobs on day one: confirmation statement (£34), annual accounts, and register for Corporation Tax within 3 months of starting to trade. Running a limited company.

Toto-Rex's note: he bought a formation package for the London address and the pre-filled forms. Worth it for the address alone; his cave is not on the way to anywhere.

  1. Register the domain with a reputable registrar; switch on auto-renew and two-factor authentication the same day. A lapsed domain is the classic startup own-goal; someone else re-registers your front door.
  2. Budget the renewals, not just year one. Premium country codes (like this site's .ai, run from Anguilla) cost multiples of a .co.uk and often sell in two-year terms.
  3. Match the social handles now, even as placeholders; squatters move faster than lawyers.
  4. Display what the law requires. A UK company must show its registered name, company number, registered office and place of registration on its website and business emails (Companies Act 2006 and the Trading Disclosures Regulations 2015); online services must also give a contact email and geographic address under the E-Commerce Regulations 2002, plus your VAT number if registered.
  5. Publish the policies: a privacy notice, a cookie policy and terms of use, live before your first visitor. The ICO's free privacy-notice generator is a legitimate shortcut.

Toto-Rex's note: scroll to this page's footer; company name, number, registered office, and the three policies. That footer is this step, done.

  1. Search first: identical or confusingly similar marks in your classes — search the register before you fall in love with the name.
  2. Pick classes (the Nice system sorts all goods and services into 45): describe what you sell now and soon; for a project like this one, think class 9 (software), 41 (education), 42 (SaaS).
  3. Apply online: £205 for one class, £60 per extra class; fees rose on 1 April 2026, the UKIPO's first standard-fee increase in decades; check the live fee table before you file. Unsure the mark will pass? The Right Start route lets you pay half up front for an examiner's opinion first. GOV.UK: how to register.
  4. Then the clock: examination in a few weeks → publication in the Trade Marks Journal → a two-month opposition window (extendable by one) → registration if nobody objects. Budget about four months end to end.
  5. Mind the edges: a UK mark covers the UK only; the EU needs a separate EUIPO application (from €850). It lasts 10 years, renewable (£245 + £60 per class). And ignore the official-looking "register renewal" invoices that follow every filing: pay only the IPO, EUIPO or WIPO.

Toto-Rex's note: the footer says "trade mark application pending" because he is living this step now, opposition window and all. He checks the post with feeling.

  1. Assume you owe it. If your company processes personal data electronically; a customer list, a newsletter, CCTV; you almost certainly pay the annual fee unless an exemption applies. The ICO's self-assessment answers it in minutes.
  2. The tiers: £52 (up to 10 staff or £632k turnover), £78 (up to 250 staff or £36m), £3,763 for the giants — £5 off by direct debit; charities sit in tier 1. Fee guide.
  3. Register online — you will appear on the public register. Home-based? Give a PO box or agent address instead of your sofa.
  4. Renew every year. Not paying is a fixed-penalty offence: fines run up to £4,350, plus a letter you will not enjoy. The ICO cross-checks the Companies House register, so new companies get found.
  5. Name a human. Most small companies do not need a formal Data Protection Officer (the ICO has a checker), but someone should own data protection either way.

Toto-Rex's note: tier 1, direct debit, £47. The cheapest line on the whole compliance invoice, and the one the ICO letters chase hardest.

  1. Map it. Write down what personal data you hold, where, why, how long, who sees it; the Article 30 record (ROPA). Mandatory in full for bigger or riskier processing; best practice for everyone, and the map makes every later step easy. ICO documentation guide.
  2. Pick a lawful basis per purpose — there are six; consent is only one and often the wrong one. Document the choice; special-category data (health, biometrics…) needs an extra condition. The ICO's interactive tool takes ten minutes.
  3. Tell people: a privacy notice that matches reality; no pre-ticked boxes, real consent records, and remember marketing emails also live under PECR.
  4. Respect rights: subject access requests answered free within one month (Note no. 17 is the walkthrough), a retention schedule you actually run, deletion that actually deletes, and a complaints route: since 19 June 2026, section 164A of the Data Protection Act 2018 has required you to acknowledge a data-protection complaint within 30 days.
  5. Secure it & be ready: MFA, updates, least privilege, encrypted laptops, tested backups — Cyber Essentials is the sane floor. Document every breach; notify the ICO within 72 hours where there's risk; run a DPIA before high-risk projects. AI screening of people counts.

Toto-Rex's note: he bought a well-known £30 GDPR template pack to save time. Decent templates; but its own contents table had the document descriptions shifted one row out of line, and its "£4,000" registration fine was a few years stale. Templates start you; the ICO's live pages finish you. Verify everything, even the things you paid for.

  1. Every year: confirmation statement (£34; now carrying directors' identity codes), annual accounts (software-only filing since April 2026), Corporation Tax return and payment, the ICO fee, domain and certificate renewals, insurance.
  2. Every ten years: the trade mark (£245 + £60 per class; diary it now; decade-away deadlines are how marks die).
  3. UK law in motion: the Data (Use and Access) Act 2025 keeps phasing in; automated-decision rules live since 5 February 2026, an ICO code of practice on AI decisions in drafting. The Briefing (section 04) tracks it.
  4. EU dates if you serve EU users: AI transparency duties from 2 August 2026; the ban on non-consensual intimate imagery tools plus legacy watermarking from 2 December 2026; high-risk system rules from 2 December 2027 (stand-alone) and 2 August 2028 (embedded in products) after the 2026 "Omnibus" deferral.
  5. The rhythm: one hour a quarter; skim ICO and GOV.UK updates, re-check your vendor list, run your retention deletions, and re-read your own privacy notice as if you were a customer.

Toto-Rex's note: he keeps the whole calendar on one page taped above the desk. Compliance is not a mood; it is a recurring appointment.

How this guide is sourced

Sources. Every figure and date above links to its official source. GOV.UK, Companies House, the ICO, the UKIPO, EUR-Lex and the Council of the EU; last updated 7 July 2026. Where commercial templates were consulted (a purchased UK GDPR compliance pack), their claims were compared with the ICO's live pages before anything was repeated here; at least one stale figure was found and corrected in the process.

Scope. England & Wales company formation, UK-wide data protection, UK and EU AI rules. Not covered: tax planning, employment contracts, regulated sectors, and anything bespoke to your situation.

Limitations. Toto-Rex is a dinosaur, not your lawyer, accountant or trade-mark attorney. This is education, not advice; fees and dates change — always check the linked source, and consult your own professionals before acting.

Where do you stand?

Pick who you are; the duties and rights change with the seat you sit in.

You are the data subject; the law's favourite character. Scope: UK rights under the UK GDPR; EU equivalents noted. Free to exercise, no lawyer required.

  1. See the file: send a subject access request; free, one calendar month, any wording. ICO template. (Note 17 is the full walkthrough.)
  2. Automated decision against you? Since 5 February 2026 the UK default has been permission with safeguards rather than prohibition (UK GDPR articles 22A to 22D): a significant solely-automated decision is allowed, but you must be told, you can make representations, you can obtain human intervention and you can contest the decision. Only decisions taken on special category data stay restricted. In the EU, article 22 GDPR still starts from the prohibition.
  3. Fix or erase: inaccurate data must be corrected; much can be deleted on request; strongest for marketing (objection means stop, full stop) and childhood data.
  4. Talking to a machine? In the EU, since 2 August 2026 chatbots must disclose themselves and deepfakes must be labelled (AI Act article 50), and output from systems already on the market must be machine-readably marked by 2 December 2026. The UK has no twin rule yet, though misleading practices are still actionable.
  5. Escalate in order: the organisation's complaints route first (they are expected to have one), then the ICO (UK) or your national DPA (EU). Compensation for damage is a court route; that step, take advice.

Not legal advice. Rights map for learning; deadlines (like the 3-month employment-tribunal window) are strict; for anything that matters, consult a lawyer or advice service such as Citizens Advice.

You deploy other people's AI on your own customers and staff; in data-protection terms you are the controller, and the accountability is yours, not the vendor's. Scope: UK GDPR; EU AI Act where your use reaches EU users.

  1. Pay the ICO fee (step 4 above) and put someone's name against data protection.
  2. Inventory your AI: every tool touching personal data, its purpose, its owner. You cannot govern what you have not listed.
  3. Check the vendor terms: does it train on your inputs? Where is data hosted (transfers!)? Is there an article 28 processing contract? No contract, no data.
  4. Lawful basis + notice: new AI purpose = new line in your ROPA and privacy notice, chosen basis documented.
  5. No quiet robo-decisions: significant solely-automated decisions about people need the article 22A to 22D safeguards: tell, hear, human review (Note 1).
  6. DPIA before high-risk uses — screening candidates, scoring customers, monitoring staff. ICO DPIA guide.
  7. Train the humans (a one-page AI use policy beats a ban); and if EU users are in scope, your bots must have disclosed themselves since 2 Aug 2026.

Not legal advice. A starting checklist, not a compliance programme; size it with your lawyers.

You make the thing; provider duties follow the product wherever it lands. Scope: UK (no AI Act; existing law applies) and the EU AI Act if your system or its output reaches the EU market.

  1. Training data is regulated data: personal data in training sets needs a lawful basis and transparency (the ICO's generative-AI position; Italy's €15m lesson in Note 10). Copyright in training data is live litigation; follow it.
  2. Check the banned list first: AI Act article 5 practices (social scoring, emotion recognition at work, face-scraping…) have applied since 2 February 2025; fines reach €35m or 7% of worldwide annual turnover, whichever is higher, and two further prohibitions (AI-generated intimate imagery without consent, and child sexual abuse material) join the list on 2 December 2026 (Note 16). A ninth ban (NCII generators) lands 2 Dec 2026.
  3. Transparency since 2 Aug 2026 (EU): disclose bots, machine-readably mark synthetic content; systems already on the market get to 2 Dec 2026 for watermarking.
  4. Classify against Annex III: recruitment, credit, education, essential services… if you are in, full high-risk duties (risk management, data quality, logging, human oversight, conformity assessment, registration) bind from 2 Dec 2027 — the work takes most of that runway.
  5. Foundation models: the GPAI obligations (transparency, copyright policy, training-data summaries) have applied since 2 August 2025, with models already on the market before that date given until 2 August 2027; the voluntary Code of Practice is the practical route.
  6. No EU office? Appoint an EU authorised representative before placing on the market; and design security in (art 25 / NCSC secure-AI guidance) from the first commit.

Not legal advice. Product classification is exactly the question to put to counsel; early, in writing.

You process personal data on other companies' instructions; cloud, SaaS, agencies, payroll, IT. Processors have their own direct duties now; "we just host it" retired in 2018. Scope: UK & EU GDPR.

  1. Article 28 contract, always: documented instructions, confidentiality, security, audit rights, deletion at exit. No contract, no processing.
  2. Stay inside instructions: use client data for your own purposes (say, training your models) and you quietly become a controller; with every duty that carries.
  3. Sub-processors need approval and the same terms flowed down. Keep the list public and current; your clients must be able to object.
  4. Security is your direct duty (art 32); and breaches go to your controller without undue delay; their 72-hour ICO clock starts on your call (Note 18).
  5. Keep art 30(2) records of processing per controller; transfer rules bind you directly too.
  6. The fee nuance: the ICO fee is for controllers; but almost every "pure processor" still controls its own staff and marketing data, so most pay anyway. Run the self-assessment rather than guessing.

Not legal advice. Your article 28 terms are contract drafting; that is lawyer territory by definition.

Data and customers cross the Channel. Good news first: the bridge is standing. Scope: UK GDPR + EU GDPR + EU AI Act, simultaneously.

  1. EU → UK flows are free: the European Commission renewed the UK's adequacy decisions on 19 December 2025, through 27 December 2031, with a Commission and EDPB review of how they are working after four years. UK → EEA flows are fine too (the UK deems the EEA adequate).
  2. Selling into the EU? The EU GDPR applies to you directly (art 3(2)) even with no EU office; and with no EU establishment you likely need an article 27 EU representative named in your privacy notice.
  3. Two regulators, no one-stop-shop: post-Brexit, a UK-only company answers to the ICO and to the DPA of each relevant member state. Decide who leads on what before an incident does.
  4. The AI Act follows the market, not the HQ: EU users of your AI mean EU duties on the EU timetable (art 50 since 2 Aug 2026; high-risk from 2 Dec 2027).
  5. Watch divergence: the DUAA 2025 moved UK rules (automated decisions, research provisions); adequacy survived it, but the gap is what the 2031 review will read. The Briefing (04) tracks it.

Not legal advice. Dual-regime mapping is genuinely fiddly; one workshop with counsel saves ten incident calls.

Your stack is American even if your customers are not; most UK companies send data west daily without noticing. Scope: UK GDPR transfer rules; US federal/state law where you serve US consumers.

  1. Easiest lane; the UK–US Data Bridge: if your US vendor is certified to the Data Privacy Framework including the UK Extension, data flows without extra paperwork. Check the official list — and for staff data, that HR data is covered.
  2. Not certified? Use the ICO's IDTA or the EU SCCs + UK Addendum, plus a transfer risk assessment; the ICO refreshed the whole transfers guidance in January 2026.
  3. Know the weather: the EU General Court upheld the framework on 3 September 2025 in Latombe, and an appeal to the Court of Justice has been reported; prudent contracts keep SCC fallback clauses so a strike-down is a bad week, not a stopped business.
  4. Banks, insurers, telecoms beware: those US sectors cannot join the DPF (no FTC/DoT jurisdiction); safeguards, not the Bridge.
  5. Serving US consumers? There is no single federal privacy law; state laws (California first among many) and a growing patchwork of state AI laws may apply. That is its own project; scope it deliberately.

Not legal advice. Transfer assessments and US state-law scoping are precisely where specialist advice earns its fee.

One more time, because it matters: everything on this desk is education, not legal advice — laws change and your facts are yours alone. Consult your lawyers before you act. Toto-Rex will still be here when you get back.

03
The application desk

What the machines are doing this week

Fresh AI uses in the wild; and the rule that walks in behind each one.

Editor's note . featured focus
Agents at large: when the software starts doing
Toto-Rex . 22 September 2026 . the focus rotates with the front page

This week's front page has the FCA leaning on the platforms over AI-driven fraud; the quieter story is what the software itself has started to do: browse, book, pay, file. An agent that acts is a different animal from a chatbot that talks; and the law already has a view. In Britain, ordinary law binds extraordinary software: what your agent buys, you bought, and what it promises, you promised. A Canadian tribunal held an airline to a discount its own chatbot had invented (Note 2); that ruling does not bind a British court, but the contract principle behind it is entirely familiar here. In Europe the AI Act's first duty has applied since 2 August 2026: say it is a machine. The heavy high-risk rulebook holds off until 2 December 2027, and generative systems already on the market have until 2 December 2026 to mark their output machine-readably. Toto-Rex's working rule: give an agent the least access it needs, log every step it takes, and keep a human hand on anything that moves money or people. Autonomy transfers work. It never transfers responsibility.

— T.R., from the study corner

How this note works: each morning Toto-Rex picks one focus from the front page (finance, health, agents, hiring) and writes its compliance angle in plain English. The focus rotates; the discipline doesn't. Educational only, never legal advice.

Assistants now complete multi-step tasks (browsing, form-filling, booking) through "computer use" controls. Marvellous, and also a liability surface, because an agent's click is your click. The rule that follows: least privilege, full logs, and human sign-off wherever money moves — Note 1 shows what happens when the human is missing.

Anthropic's research notes

Stroke and chest X-ray triage tools are live across NHS trusts, flagging urgent cases in minutes. The rule that follows: software that diagnoses or triages is a medical device wherever it meets the statutory definition, so the MHRA regulates it and it must be designed for human oversight; under the EU AI Act, duties for AI embedded in regulated products land on 2 August 2028.

NHS AI Lab

Robotaxis carry paying passengers daily abroad; Britain legislated first and the pilots are following. The rule that follows: the Automated Vehicles Act 2024 puts responsibility on the authorised self-driving entity and the licensed operator rather than the user-in-charge while a self-driving feature is engaged. Most of its duties still await secondary legislation, so the rulebook arrived before the fleet and before its own commencement: a rare compliment to Parliament, with an asterisk.

The Act itself

Agentic coding tools now draft whole features. The productivity is real, and so are the new risks: licence contamination, secrets pasted into prompts, unreviewed changes shipping to production. The rule that follows: keep human review in the merge path, and read Note 14 on who owns machine-made work.

NCSC · secure AI principles

Applications change weekly; the desk keeps only what is verifiably deployed, linked to its official source. Educational only; not legal advice, and never a product endorsement.

04
AI & finance

Where the money meets the machine

Markets, funding and the rules that referee them; refreshed daily.

Money story of the day
The AI labs join the IPO queue
TechCrunch . June 2026 . public markets

OpenAI has confidentially filed for a stock-market listing, days after Anthropic's own move; the world's best-funded AI labs now want public money for the next generation of models and datacentres. For everyone else the prize is rarer than returns: quarterly disclosure. A listed lab must put revenue, risks and governance in writing where regulators, rivals and dinosaurs can read them.

Read it on TechCrunch

A national plan to secure British capability in semiconductors, compute and AI; the public purse moving from white papers to wafers. Watch where the datacentre grants land; jobs and grid upgrades follow the money.

Read at techUK

London Tech Week closed with fresh datacentre pledges led by AMD and Nebius. Capital expenditure is the quiet story of the AI boom: the models make headlines, the buildings make balance sheets.

Read the roundup

No separate UK AI statute for banks: the FCA supervises AI through existing rules; the Consumer Duty, senior-manager accountability, operational resilience; and runs an AI Lab with live-testing cohorts so firms can trial models under supervisory eyes. If you deploy AI in a regulated firm, this is your rulebook's front door.

FCA innovation hub

Creditworthiness assessment is designated high-risk under the EU AI Act; risk management, data-quality controls, human oversight and registration, with the 2026 Omnibus deferring the compliance date to 2 December 2027 and keeping national financial regulators in charge of supervision. European lenders' model inventories start here.

Council of the EU · the agreed dates

Toto-Rex's standing reminder: this desk reports the money; it does not manage yours. Nothing here is investment, legal or tax advice — markets move faster than dinosaurs, so verify at the source and consult your own advisers.

05
Situations vacant

Hot AI jobs, pinned fresh daily

Where AI meets law, policy and product; straight from the boards that matter.

No. 1Policy & safetyAI policy & evaluation rolesUK Government · DSIT & AI Security Institute

The state is hiring AI minds; model evaluations, standards, procurement and policy. Security-cleared dinosaurs welcome.

London . hybridCivil Service Jobs
No. 2Privacy & data protectionData Protection Officer / Privacy CounselThe ICO; and every scale-up with a founder’s desk

The regulator itself hires case officers and tech policy leads; industry needs DPOs who can read a model card without flinching.

Wilmslow / UK-wideICO vacancies
No. 3GovernanceAI Governance Lead (AIGP-track)Banks, insurers, health & consultancies

The fastest-growing compliance title of the decade: inventories, DPIAs, AI-literacy training and vendor triage. The IAPP's AIGP is the badge on the door.

London / remoteIAPP hub
No. 4Research & frontier labsResearch, safety & policy at the labsAnthropic · Google DeepMind · and peers

London is a frontier-lab hiring hub; alignment, interpretability, policy and trust & safety, not just engineering.

London . on-siteAnthropic careers
No. 5Legal professionLegal engineering & AI-assisted disputesLaw firms & legal-tech teams

eDiscovery, legal engineering, innovation counsel: the firms are staffing the workflows Part V of the book describes.

London / hybridLaw Gazette Jobs
No. 6EU institutionsThe EU AI Office is staffing upEuropean Commission · AI Office

Technology specialists, lawyers and policy officers to supervise general-purpose AI and run the AI Act. Brussels' most consequential new employer.

BrusselsAbout the AI Office

Toto-Rex re-pins this board every morning from the official sources linked; postings, salaries and closing dates change daily, so always verify on the board itself. No placement fees, no affiliations; he just likes seeing dinosaurs employed.

06
Events radar

Get in the room where AI happens

AI summits, conferences and seminars from credible hosts. UK, EU and online.

Featured event
London Tech Week
Olympia London & venues citywide . June 2027 . exhibition floor free to register

If you leave the study corner for one thing this year, make it this. London Tech Week is Britain's flagship technology festival and the front door to the whole UK and European tech scene; around 40,000 visitors from over 90 countries, with founders, investors, ministers and the big AI labs all in one building. Its AI Arena puts the biggest names in global AI on the biggest stage, and the exhibition floor is free to register for, so you can spend a day among the future without spending a penny.

Why this one, and why you can trust it: Toto-Rex took no fee, no ticket and no commission to name it; this is simply the most useful, most popular and most prestigious AI gathering on the British calendar. Read on for the full radar below.

Official site & free registration
Region:
Sort:

Dates, venues and prices change; check them out yourselves before you go. Anything free is marked.

07
Toto-Rex's Notes . working drafts

Toto-Rex's notes, jurisdiction by jurisdiction

Real cases, real fines, one fictional lake; and your rights at every turn.

Pick a jurisdiction. Each opens with one featured overview — Toto-Rex's plain-English summary of how that place governs AI; then at least ten notes on the real cases, fines and rules beneath it: what actually happened, what the rules say, what a company should never do, and what you can do about it. Every piece states its scope and links its sources, and none of it is legal advice.

Jurisdiction:

How to read these: the cases, fines and dates are real and each note links its sources so you can verify them yourself; please do. The lake, Nessie and Colin are entirely fictional, and clearly labelled as such. None of this is legal advice, and it does not create any professional relationship; for your own situation, consult your lawyers. Based on the sources as at 7 July 2026; the law moves quickly.

The research library behind these notes

The library. These notes are the public face of Toto-Rex's AI Compliance Library; at version 6.1.1, 187 research documents (about 115,000 words): twelve deep jurisdiction packs (UK, EU, US, Singapore, Hong Kong, mainland China, India, Japan, South Korea, Brazil, Canada, Russia), an EU-27 implementation matrix, a US 50-state & D.C. index, a wider regional atlas, and the policy and evidence templates beneath them. Research cut-off: 13 July 2026.

How it is sourced. The English research edition records 431 unique official-source URLs across 1,160 citations and 2,610 internal links. The library is not re-cut every time this page changes: anything added after the cut-off carries its own last-updated date. Automated structural and citation checks are useful quality controls, but they are not legal or linguistic certification.

What it is not. The library's own label applies here too: general information and customisable templates — not legal advice or certification. English is the controlling edition; official legal texts and their authoritative language versions prevail.

08
Foundations, study paths & credentials

Learn enough to follow the rules

Just enough of the technology to understand the compliance. No coding required.

New . The Classroom . free e-learning

Proper courses now, taught the Toto-Rex way

Fourteen guided tracks from absolute beginner to specialist: step-by-step lessons, graded quizzes, four-depth study notes, flashcards; and a printable certificate when you pass. Every claim carries its source, and the dinosaur does the marking.

Certificates will be a paid option, launching soon.

Guided lessonsGraded quizzesStudy notes · 4 depthsFlashcardsCertificates
Enter the Classroom

Toto-Rex is not paid to feature any of these, and there are no affiliate links on this site. Listings point to each provider's official page; details, prices and dates change, so check before you enrol. Anything free is marked.

09
The AI dictionary

Featured word

One term, in plain English. No maths. No jargon.

Why it matters
The first real skill is knowing what it gets wrong.

Toto-Rex's note: always check what an AI tells you against a proper source. Especially names, numbers, and anything you would put your own name to. It is the cheapest insurance you will ever buy.

Toto-Rex . puzzles desk

The Daily Crossword

8–12 terms from the full glossary, refreshed daily. Ignore spaces and hyphens; letters only. Toto-Rex is watching. Supportively.

Across

    Down

      10
      Watch & listen

      Voices from across the AI world

      The archive Toto-Rex's Weekly Summary

      Talks, interviews and podcasts; builders, regulators, researchers and critics, in their own words.

      Clip of the day
      The growing backlash to AI's “race to replace” humans
      The Economist . YouTube, verified channel . June 2026

      Opposition to AI is starting to unite America's political left and right. Physicist Max Tegmark, chair of the Future of Life Institute, makes the case against racing to replace human work; a clear snapshot of the public mood regulators are now answering to.

      Watch on The Economist's channel
      Conversations worth your time . podcasts & interviews with high-stakes AI players
      The two guests every AI panel somehow ends up booking: Somebody, and Nobody.

      These are external shows Toto-Rex rates. Links go to each show's official page; specific episodes come and go, so browse for the guest you want.

      11
      The toolbox

      Popular AI tools, by what they do

      Toto-Rex wants to try them all. Forgive him; he's a dinosaur, picking it up bone by bone.

      Grouped by job. Listings link to each tool's official site; none of it is paid placement, and most have a free tier.

      12
      Regional expert dossiers · English source edition

      UK and EU deep analysis

      Rights, duties, penalties, dated agendas, operational practice and cross-border reach.

      The two expert dossiers most relevant to this edition are available here in compact English form. The interactive globe, all fourteen jurisdictions, treaties, comparative models and industry tracker remain in the Global edition.

      Open the full Global atlas

      13
      From the study corner to the shelf

      The book is coming

      Everything this site teaches, bound, sourced and indexed.

      Maqutt Publishing · London
      AI Compliance
      in the EU and UKAn Introduction
      EW
      Toto-Rex's neighbour
      IAPP AIGP · CIPM · CIPP/E · BCS PDP
      Microsoft Azure AI Engineer (AI-102) · AWS Machine Learning
      Google Cloud Generative AI · MIT Sloan, AI & Strategy

      AI has arrived faster than the law that governs it; and that gap is where careers, companies and rights are now won or lost. The book strips away the maths, the hype and the fear: the EU AI Act, the GDPR and UK data protection in plain English, built around a practical six-factor framework you can run on any AI system; five factors that follow its life, and a sixth you hold against them all. Written for founders, lawyers, educators, regulators and the professionally curious.

      • What AI actually is, and how it works, in plain English
      • The EU AI Act, the UK regime, and rulebooks from Brussels to Beijing
      • The GDPR, cybersecurity and the copyright fight
      • How the legal profession really uses AI today
      • The six-factor framework for assessing any AI system

      "A working machine asks: who answers for me?". Like everything in the study corner, the book is education, not legal advice. It sets out the law, cases, news and studies as at September 2026, reminds you to check them against the primary sources, and then tells you what the current situation is.

      The newsletter

      AI, explained for normal people.

      A monthly-ish letter; he aims for once a month, study schedule permitting, and would rather skip an issue than send you filler. Toto-Rex writes it himself, between study sessions and waiting on deliveries. The developments that matter, what the new rules mean, and one tool worth a look. Plain English, no jargon, no commitment.

      Sign-up opens soon.

      Toto-Rex in a bowler hat raising a glass

      Cheers. See you next month. Probably.

      14
      In your pocket

      Toto-Rex, going mobile

      The real thing is still in the workshop.

      Toto-Rex is coming to phones. The waitlist opens soon.

      15
      Toto-Rex originals

      Learning, the Toto-Rex way

      Short films, songs about AI and honest tool tests; serious learning, carried lightly.

      Meet Toto-Rex . two short films
      Swipe for more →
      Songs about AI . and more to come
      Swipe for more →
      For real

      What the Toto-Rex team has studied

      • AI Governance (AIGP, IAPP)2025
      • Privacy Programme Management (CIPM, IAPP)2025
      • Data Protection (CIPP/E, IAPP)2025
      • Data Protection, Asia (CIPP/A, IAPP)2025
      • BCS Practitioner Certificate in Data Protection2025
      • Microsoft Azure AI Engineer (AI-102)2025
      • Microsoft Azure AI Fundamentals (AI-900)2025
      • Microsoft Power BI Data Analyst (PL-300)2025
      • AWS AI Practitioner (AIF-C01)2025
      • AWS Machine Learning2025
      • Google Cloud Generative AI2025
      • MIT Sloan, AI & Strategy2025

      No technical degree here, and no rush; just one exam at a time. All the new AI can feel overwhelming, and a touch of FOMO is only natural, but once you know what you're aiming for, it's far easier to find your way through. Your pace, your path.

      “Who says a T-rex can't reach their toes?” — Toto-Rex, stretching

      Toto-Rex's Corner

      The bit that will not help your career

      Everything above is the serious stuff. This is the cherry on top: useless facts, small joys, and a dinosaur with opinions.

      He told everyone the "T" in T-Rex stands for Technology. We both know it stands for Tyrannosaurus.

      Swipe for more →
      Dino of the day
      Pachycephalosaurus

      A 25 cm dome of solid bone on its head, evolved for headbutting rivals. And, Toto-Rex suspects, recruitment software.

      Late Cretaceous . "thick-headed lizard"
      Useless fact
      200 million years

      Roughly how long his lineage survived. He still cannot get a CV past an automated screening filter.

      Evolution: undefeated. Recruitment: also undefeated.
      Quote of the day
      “I'm not behind. I'm pacing myself across 200 million years.”

      A healthy attitude to a backlog, or a coping mechanism. Possibly both.

      Toto-Rex, on his learning speed
      Celebrity crush
      Nessie's granddaughter

      Of the Scottish Highlands. Also named Nessie, she runs a flourishing marketing company on the shores of Loch Ness; and is entirely out of his league, which, he notes, has never stopped anyone on a dating app.

      Takes client calls from the loch. Her grandmother is very proud.
      Love–hate relationship
      The flying reptiles of South Kensington

      Distant relations, technically. They hang about a certain museum looking down on everyone, and they haven't kept up with a single development since the Cretaceous. He visits anyway. Family is family.

      They are not even dinosaurs. He has told them this. Repeatedly.
      His dating profile
      The way to my heartA tidy spreadsheet and properly cited sources.
      Looking forSomeone who thinks resitting an exam shows commitment, not a red flag.

      16
      Before you go

      AI may take the job. It cannot take you.

      The one thing on this site that is not negotiable.

      A machine can draft, sort, total and summarise. It cannot care, keep a promise, own a mistake, or read a room. That part of the work was never in the job description. It was always you.

      So learn the tools and mind the rules. Then bring what no model can produce: taste, judgement, kindness, and the nerve to ask the obvious question.

      “Whatever the algorithm decides, you've got me, buddy.”

      Toto-Rex

      “The difference between AI and a person is that a person can feel pain. Then again, what would I know? I’m just a dino boy who eats fish.”

      Toto-Rex holding his CV in a row of identical fish-headed candidates
      Seven identical CVs. One original. Be the original.
      17
      Rex for relax

      Fancy a game?

      Step away from the syllabus. The dinosaur plays a patient game.

      The Cretaceous Chess Club · established a very long time ago

      Fancy a Game?

      Your move.
      Tap to dismiss
      18
      Say hello

      Write to Toto-Rex

      He reads more than he lets on.

      Toto-Rex in his bowler hat and coat

      He may or may not read this. He is usually studying, or waiting on a delivery. But he reads more than he lets on, and he appreciates you stopping by.

      The postbox opens soon.

      Toto-Rex can make mistakes. Everything here is general information, not legal advice: check the primary source, and take advice from a qualified professional before you act.