Victor Pires
@hodlerPT
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Busy building Europe’s Superintelligence Infrastructure.
Portugal
Joined December 2017
Most critical systems are not online by accident. They are air-gapped, segmented, or heavily restricted by design. That is how hospitals, HPC centers, banks, and defense systems stay secure. ⚠️ The problem is that most AI stacks assume the opposite: always-on connectivity,
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Most AI platforms are built on a quiet assumption: that systems are always connected. Permanent links. Continuous synchronization. Real-time access. That assumption holds in demos. It breaks in reality. Production systems go offline. Security teams enforce update windows.
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Iran doesn’t need a king to replace clerics. It needs laws to replace fear. Swapping turbans for a crown doesn’t create freedom — it just changes the costume of power. No throne can fix what only democracy can. Iran doesn’t need a savior. It needs citizens. #Iran #Democracy
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Here’s the uncomfortable truth about AI in Europe 🇪🇺 Most “enterprise AI platforms” assume something that Europe does not have: a single place where data, compute, policy and control can converge. That assumption works in one company. It works in one cloud. It works in one
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🇪🇺Europe does not train AI in one place. And it does not need to. Hospitals, data centres, HPC facilities, on-prem systems and edge deployments all operate under different rules, networks and jurisdictions. SYNNQ makes them part of the same learning system. Each site trains
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The conversation around AI scale is still stuck on size. Bigger models. Bigger clusters. Bigger clouds. ⚠️But scale does not come from centralisation. It comes from controlling how learning happens across systems. Who can train. Who can contribute. Who decides what improves.
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🇪🇺Europe is not fragmented by accident. It is fragmented by design. Data lives inside institutions. Compute lives across sites. Security and governance vary by country and sector. ⚠️Most AI stacks assume the opposite: centralised data, permanent connectivity, uniform control.
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A lot of critical infrastructure is disconnected by design. No internet. Segmented networks. Controlled access windows. 🔐 That is good security. ⚠️ It is also where most AI stacks fail. SYNNQ Pulse is built for these environments. Training runs locally, inside the boundary.
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⚠️ “AI scale” isn’t scale. It’s centralisation. Control. Power. ⏱️ 49s emergency broadcast: who controls the training loop? SYNNQ Pulse: federated, distributed training without moving data.
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🎄 In 2025, SYNNQ moved from diagrams to live deployments, steadfastly building Europe’s Superintelligence Infrastructure. With our partners, we showed that Europe doesn’t need to centralise its data in foreign clouds to build and operate large scale AI systems. You need the
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Most AI stories still focus on a single enormous machine. “We trained this model on Supercomputer X.” But real European programs rarely live in one place 🇪🇺 Health data, industrial IP and public data are spread across countries, institutions and legal regimes. Centralising them
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A lot of critical systems are "air-gapped" 📡❌ No internet. No direct connection to the outside world. That is good for security. But it is a problem if you still want these systems to learn from each other. With SYNNQ Pulse, training happens locally where the data lives: ▪️
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Most “AI platforms” in critical sectors still work the same way: move your data into one place, let the platform index it, then run models on top. That can be powerful, but it assumes you are allowed to centralise data. 🇪🇺 In Europe, healthcare, finance, defence and
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⏱️ Every second matters. ⚠️ Not learning in real-time? You’re falling behind. But speed alone is not the advantage. The advantage is the learning layer. ▪️ If your systems are not improving from missions and simulations, you are conceding the advantage. ▪️ If they cannot learn
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🇩🇪Germany’s new 10-point plan with 🇺🇦Ukraine signals a shift from ad-hoc support to structured defence-industrial cooperation: joint development, joint production, and a clear push to capture and exchange digital battlefield data. That last point is where scale gets technically
reuters.com
Germany will deepen its commitment to Ukraine's defence through joint ventures, further market integration and possible federal investment guarantees under a 10-point plan unveiled on Monday during...
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⚠️ Autonomy is not about removing humans. It is about speed, resilience, and decision making when seconds matter. Defense systems should not just execute missions. They should learn from every encounter and improve without exposing sensitive data.
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⚠️ Modern warfare has outpaced old standards. Autonomous systems now operate faster than human decision cycles. Defense infrastructure must adapt in real time or fall behind.
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😤oof... a sovereign EUDI yes. Digital Euro no. We don't want to become another china.
#DigitalEuro update: the Council is discussing progress, and a final Council position is expected shortly. Paving the way for negotiations with the European Parliament towards a European digital form of public money. Learn more ➡️ https://t.co/WCt14cUrPe
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Defense infrastructure has to be secure by design, sovereign by default, and resilient under pressure. That is the baseline, not the ambition.
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Trump fears 50 state rulebooks. Europe runs AI with 27 countries, 24 languages and overlapping EU law.🤯 The answer is not one political rulebook from the top. It is shared federated infrastructure, common standards and legal certainty across borders.
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