TORUS
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For UK founders, operators and professionals who want a fast, useful view of what changed in AI in the last 24 hours.
Let’s dive in.
Today’s AI Signal
OLIX raises $312m for specialist AI inference chips
London startup OLIX has closed a $312m Series B at a $3.3bn valuation, two years after it was founded. The round included Fundomo, Arm, Hudson River Trading and Reed Hastings, while existing investors increased their commitments.
OLIX is building specialist chips and optical connections for AI inference, the stage where a trained model produces an answer. Its first customer systems are planned for the second half of 2027. For the UK, this is serious private backing for a home-grown hardware company, but the hard test is still ahead: making the chips, shipping the racks and proving they work at customer scale.
EU AI transparency rules move into enforcement
The European Commission began enforcing new AI Act rules on 2 August. Certain chatbots must tell users they are interacting with AI, while deepfakes and some AI-generated or altered content need clear labels and machine-readable marks.
A UK company can still fall within these duties when it serves EU customers or deploys covered systems in the bloc. The practical move is to map every customer-facing chatbot, synthetic media workflow and automated interaction, then give one person ownership of the disclosure and evidence trail.
DeepSeek pushes model costs sharply lower with V4-Flash
DeepSeek's V4-Flash costs $0.14 per million input tokens and $0.28 per million output tokens, according to Artificial Analysis. It averaged about three cents per benchmark test and matched Gemini 3.6 Flash on the firm's Intelligence Index, although higher-priced models still scored better.
The lesson for UK operators is not to move every task to the cheapest model. It is to stop paying premium prices for routine work without testing alternatives. A simple routing test across customer support drafts, document extraction and internal summaries could cut costs while keeping higher-performing models for harder or higher-risk work.
Global AI headlines
TODAY’S LESSON
Better Decision Making with AI
Most AI announcements are written to create attention, not help you make a decision. Use this prompt when a new model, product, funding round or regulation sounds relevant but you are not sure whether to act.
It works because it separates what exists today from what has only been promised. It also forces the recommendation to include a cost, owner, success measure and reason to stop.
You are a commercial analyst advising a UK [business type] with [team size], a monthly software budget of [amount] and [main customer type].
I will paste an AI announcement or article.
Produce a decision note with:
1. The factual change in no more than 60 words.
2. What is available now, what has only been announced and what remains unproven.
3. The parts of our business that could be affected within 90 days.
4. A comparison of three choices: ignore for now, run a small test or adopt.
5. One recommended action with an owner, estimated cost, success measure and stop condition.
6. Any legal, data, security or supplier risks a UK business should check.
7. The claims that need verification and the best primary source for checking each one.
Do not repeat marketing language. State uncertainty plainly. Ask questions only when the missing answer would change the recommendation.Try it with the OLIX funding announcement, the EU AI Act update or any news or announcement. The output should tell you what to do next, not merely summarise the news.
UK AI tools and offers
Tool: Open Minis
Open Minis is an open-source mobile agent that can use calendar, reminders, files and other device functions. A founder could use it to turn meeting notes into follow-up tasks or organise research while travelling. The app is free, but you connect your own model account and pay any provider usage charges.
Offer: Applied AI Growth Sprints
Digital Catapult and Innovate UK are accepting applications from UK AI startups, scaleups and SMEs with a validated pilot at technology readiness level 4 or 5. Selected teams receive workshops and expert sessions on product delivery, investment, security, privacy and commercial readiness. Applications close at 23:59 on 16 August 2026.
Free Offer: UK AI Skill Boost
The UK government's AI Skills Hub offers free workplace AI courses for adults across the country. Learners can create a training profile, follow a recommended path and earn a government-backed AI foundations badge through selected courses.
This is a sensible starting point for small businesses that want to train staff without buying a company-wide course.
Tool: Google AI Studio
Google AI Studio lets users test Gemini models and build simple prototypes in the browser. For a UK founder, the practical use is testing prompts, checking model behaviour and shaping a simple AI workflow before paying a developer. Google says AI Studio usage is free in available regions, with model and API limits. Read more.
UK AI Job Opportunities
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