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The intelligence layer for modern companies. Portugal-based AI studio. Home of @taikainetwork.

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Joined March 2025
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Aaaaand we’re back for yet another internal hackathon! There’s no better excuse to gather the team than a one-day competition to see who can build the most useful project. We’ve done dozens of internal hackathons over the years, and it’s still as exciting as the first one. Time to build!
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This is what happens when businesses bring real problems to the table. Great to see the @SpaceXSI AI Digital Transformation Lab come to life on @taikainetwork, with @StartupPortugal, @IAPMEI, and InvestBraga. See you at the next one!
That’s a wrap on the SpaceXAI Digital Transformation Lab! 🏆 215 people, 79 teams and two days of building at Fórum Braga. Congrats to MAKE IT product R&D (1st), Erakulis (2nd), and ByTheLaw (3rd), and to every team that took on a real business challenge. Congrats @SpaceXSI, @StartupPortugal, @IAPMEI, and InvestBraga for bringing this to life. Onto the next one!
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If your company put the AI Act on hold this summer, you read the wrong half of the headline. Yes, the EU delayed the rules for high-risk AI, to December 2027. Everything else is still on the clock. Since 2 August, your chatbot has to tell people it’s an AI, and deepfakes have to be labelled. The next deadline is 2 December 2026.
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Still pasting your data into Claude or ChatGPT? MCP (Model Context Protocol) lets AI connect directly to the tools and data your company already uses. One standard plug for every tool. What it is, why everyone is adopting it, and how to start, in 50 seconds.
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Ask most people to picture a hackathon and you’ll get developers, laptops and cold pizza at 3am. In his new article for @TNBI_Oficial, @hypermarioal argues that picture is outdated. For Portuguese companies, a hackathon is one of the fastest ways to start using AI for real. What’s stopping you to run yours?
The best solutions rarely come from the teams with the most resources. They come from the ones with a well-defined problem and very little time to solve it. We’ve seen it in every hackathon we’ve run since 2018, with startups, SMEs, multinationals and European institutions. Writing for @TNBI_Oficial, @hypermarioal explains why that makes hackathons one of the fastest ways for companies, tech or not, to put AI to work.
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Building AI products is what we do every day. Looking for an excuse to join in? This is it. Our friends at @GuavaGlobal are hosting HackMeridian, a free AI + payments hackathon on @BuildOnStellar, in Lisbon on 25 & 26 Oct with $30K in prizes.
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Most companies already use AI. Few can answer three simple questions: who is using it, how much, and at what cost. We couldn't either. So we built AI Gateway: one entrance to all the AI tools and models a team uses, with personal access for each person, spending limits and a clear view of what it costs. Conversations stay private and are never stored. We're opening it to a small group of teams, DM us to find more. Our CTO, @heldervasc, tells how it started. 👇
Our AI stack had no front door. So we built one. At @LayerXlab we had 5 GPU machines with no logins, no API keys and no usage limits. Vendor keys were spread across .env files. When a machine slowed down, nobody knew who was using it. Then a partner told us they had the same problem: idle GPUs and no fair way to share them across teams. So we built AI Gateway: one OpenAI-compatible API in front of your own GPUs and third-party providers. Your own hardware is used first, and paid vendors only when needed. Opening it to a few teams now 👇 layerx.xyz/blog/lx-gateway-a…
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Final call for Portuguese SMEs. ⏳ Applications for the SpaceXAI Digital Transformation Lab are about to close. If your company has a real challenge and wants to see what AI can do about it, this is the moment, with hands-on support from @spacexai, backed by @IAPMEI, @StartupPortugal, and InvestBraga, hosted on TAIKAI.
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Yesterday in Porto, we spent an evening arguing about AI models. 👀 The Collider brought builders and engineering leaders together around one question: how do you choose the model that actually fits? Our CTO @heldervasc, had a clear answer: stop chasing benchmarks and start planning for capacity. Thanks to everyone who joined!
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Five AI assistants launched in five months, but only two work in Portugal. Google, Meta, OpenAI, xAI and Instinct (a startup growing fast) all shipped an assistant that does the work instead of describing it. Most of them haven’t reached Europe yet. That gives companies here a head start to decide what to delegate, and under whose rules.
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Two AI launches in three weeks. Is either one AGI? Depends who you ask. Our CTO @heldervasc explains why, and proposes a simpler test: stop saying "good, for an AI." By that test, maths and code are already there, science is close, and the physical world still has a way to go. Find more. 👇
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"Where exactly is the venue?" "What should I wear?" "How do I book investor 1:1s?" Every attendee at SIM Conference 2026 (@StartupPortugal) had a different question, usually at the worst possible time to go digging through a PDF. So we built Ask SIM: an assistant trained on the official program that answers in seconds, with the source attached. No searching, no guessing. This is what it looks like. 👇
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