Bridging National Security & AI Innovation | Strategic Comms & Defence Tech | Ex-PwC , FTSE 100 FMCG & Elected Councillor for 10yrs

Joined August 2012
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Stephen Canning retweeted

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Stephen Canning retweeted
Ross is a smart guy who knows what he’s talking about. This is worth a read.
A few words on the Sovereign AI debate, having built several LLMs in Meta while in the UK and now working as a UK based startup: 1. Lots of people are trying to do the right thing to make the UK a better place to start AI companies. Time lags until the benefit show, but you should judge on the intent now. I support the direction of travel! 2. DeepMind has been enormously beneficial for the UK, but it has muddied the waters for a sovereign LLM company to emerge as (until recently) the Government continued to celebrate it as a British achievement / push it as a national champion. 3. Similarly, people are now celebrating recent US investment in King’s Cross, while also wanting more UK sovereignty. Clearly some income effects here, but I would worry about the substitution effects too. AI is not like other types of foreign investment. 4. The relevant talent nexuses in UK that could develop a competitive foundation model are from GDM and old Meta AI GenAI. Also some folks from smaller groups, ex Conjecture, Stability. The talent is still there, although a lot was snapped up by US FM companies in the past year. I personally think it’s not too difficult to develop new talent either from UK universities, but you probably need an ex GDM or Meta core (Gemini or Llama). Or if not: show evidence first (technical reports) before claiming you can do it. 5. Building an LLM is very different from doing regular AI research - skillset is different. Former is closer to engineering; long hours, often unsexy work. Important to distinguish between these two types of talent in the UK ecosystem; arguably too much focus on the latter / ideas guys. 6. On research - DeepSeek R1 post-train cost $300k . Yes, they also needed an ablation budget and to train a base model, invest in infra and talent - and yes the cost of an R1 moment is increasing year on year - but the idea that you need $1bn plus immediately to show results is complete FUD. You need billions to scale, not to validate new directions. 7. In my experience, every failed LLM effort (from model results perspective) I witnessed in the past came from a combination of poor leadership, politics, unclear vision, and premature scaling. Good efforts usually started from small teams who had worked with each other for a long time, had shared thesis, and scaled progressively in bite-sized pieces. Some recent lessons here for neolabs as well. 8. Things take time. Eg we’ve spent ~12 months mostly on internal infra just to get into the position to be able to make big swings. It’s important to nurture new companies through the initial phase. Expectation management is also crucial. I think expecting new UK companies to have single big bang releases is very dangerous; sort of like overwatering a plant. The correct release pattern is “decent”. “decent”, “decent”, “quite good actually”, “holy shit”. 9. Please don’t allow politicians or journalists to kill recent or upcoming AI investment efforts. We will need way more - at the price of potential inefficiency in places - as AI is existential for the country. Ambitious projects are usually incredibly fragile in the early stages; look after them! 10. Mythos is a good triggering moment, but what’s coming will make it look like a toy, so it’s worth building for what’s coming in 5 years time - not a current generation model. Very proud to be building in the UK - more to share on that soon - alongside many other great early stage AI companies! 🇬🇧
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Stephen Canning retweeted
London is becoming one of the most important places in the world to build technology. In the past few months, we've seen companies like @OpenAI, @AnthropicAI, @Lovable, @cursor_ai, @WeAreLegora, and @ElevenLabs continue to deepen their presence here. At the same time, London is home to incredible companies such as @synthesiaIO, @attio, @Recursive_SI, and @wayve_ai, while leaders like @_rockt, @demishassabis, and David Silver continue to push the boundaries of what's possible in AI. As an founder living in London, I don't take this for granted. The talent is here. The capital is here. The ambition is here. The opportunity isn't somewhere else. It's right in front of us. Get into the rooms. Build relationships. Ship products. Stay visible. And keep building.
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So that's why my build didn't finish!
The US government, citing national security authorities, has issued an export control directive to suspend all access to Fable 5 and Mythos 5 by any foreign national, whether inside or outside the United States, including foreign national Anthropic employees. The net effect of this order is that we must abruptly disable Fable 5 and Mythos 5 for all our customers to ensure compliance. Access to all other Claude models is not affected. We apologize for this disruption to our customers. We believe this is a misunderstanding and are working to restore access as soon as possible. Read our full statement: anthropic.com/news/fable-myt…
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Happy birthday @MahyarTousi… we’ve aged a bit….
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Happy birthday @mahyartousi… I think we’ve aged a bit…
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Stephen Canning retweeted
General Intuition is hosting an event in Kings X on Wednesday evening to celebrate the opening of our London office! If you’re in the area and interested in what we’re up to @gen_intuition, please DM me or @pallipau for details!
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Stephen Canning retweeted
The UK is getting its own Sovereign Frontier AI Model! It is being trained on Isambard-AI and will run with no dependence on foreign infrastructure. The model, Lumen Sovereign, is being built by @CosineAI, one of the companies selected by the UK Government for its £500m Sovereign AI programme. The startup is working with leading big companies (such as Babcock, BT, Lloyds LSEG, NatWest Group, PwC) to help design it. Cosine was founded by @AlistairPullen and @yangli_ and its models have outperformed OpenAI, Anthropic, Mistral, and DeepSeek on independent coding benchmarks for two consecutive years. The model will be trained using compute provided by @UKSovereignAI! Amazing stuff @Jameswise, @SuzanneAshman, @KanishkaNarayan.
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Stephen Canning retweeted
Replying to @rorysutherland
LinkedIn for retirees would be an absolute riot
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Stephen Canning retweeted
🚨 WATCH: An audience member tells Reform candidate Rob Kenyon that she'd "rather have a career politician than a plumber who's a sexist" "I won't accept that label... I was brought up by women. I have nothing but respect for women" #BBCQT
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Stephen Canning retweeted
If you're in London and want to meet the builders and founders around you, connect with others, and share what you are working on, come join us. We are a great bunch of people.
London builders, this one is for you. CR3W IRL is happening in London on Friday 26 June, a private meetup for AI builders, startup founders, product people and tech creatives. We will meet, network and do a few quick demos of selected projects on CR3W. Friday 26 June · 6:30PM London · location shared after approval RSVP via Link in the comments
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Stephen Canning retweeted
There are already 19,780 jobs live on the free jobs portal we just launched for start-ups based in the UK & Europe! There's no doubt AI is creating more jobs, but they will be different. In the era of the PC, and the internet, it was the people who jumped in and worked out how to get the best from these new technologies that benefitted the most - the same will be true in the AI era ( of people, as well as countries ). So do check out some of the roles in these mostly AI-first companies, great places to get experience or build an entrepreneurial career.
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Stephen Canning retweeted
Quality thread for everyone in London!
The June events lineup in London is absolutely PEAK for #londonmaxxing Tech conferences, hackathons, fireside chat, concerts, and hidden gems Get these in your calendar 👇
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Stephen Canning retweeted
Bookmarking tweets and not going back to them has become an epidemic
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Stephen Canning retweeted
The founders of over 100 European startups have come together to get more people to build and join startups in Europe. The campaign, named "Built in Europe", is an out-of-home and digital advertising campaign across five European cities. It features: > @mati of @ElevenLabs > @NStoronsky of @Revolut > @antonosika of @Lovable > @HBO_Sweden of @lassie_co > @vriparbelli of @synthesiaIO > @FredrikHjelm4 of @voitechnology & @Pitdotcom > @Barney_H_Y of @meetcleo And many other great European founders and CEOs. It's been organised by @balderton but features companies and founders from all over Europe. The VC firm has built a website bringing together jobs from 1,000 leading tech startups on a single platform using direct data feeds and API integrations. The overall aim is to get more people building and founding companies here which is AMAZING to see. NICE @surangac, @Jameswise, @robmoff
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Stephen Canning retweeted
London has OFFICIALLY overtaken Paris to become Europe's leading tech hub! 🇬🇧 @dealroomco has just released its latest Tech Ecosystem Index, where it ranks tech hubs based on its growth, scale and density. Last year Paris took the number one position. Now London has taken it back. The UK capital’s return to the top spot is driven by record AI investment - $7bn in 2025, as well as being home to 138 unicorns, including Wayve, Granola, OLIX and ElevenLabs. This year the UK has continued to fly and has attracted 48% of all European Venture capital. Amazing news for London, and a great report as always from @yoramdw, @smorla, @sabben and the team (link in comments).
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Anyone looped into the Munich or Berlin startup scenes? Across both for next couple of weeks so would be great if there’s anything on or anyone wants a drink.
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Arrived in Munich this morning. One observation - DB seems to have an allergic reaction to departing its trains from the platforms it advertises.
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Stephen Canning retweeted
The world would be a better place if everyone in SF read this post.
Did the customer ever ask for this? open.substack.com/pub/credit…
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A miscommunication in the Canning household
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