Insights
Blog & Research
What we think, what we research, what we know.
01
Ontology and sovereignty: who defines what your data means
The ontology is the layer that gives your data meaning, and the one a third party would rather manage for you. It closes the AI sovereignty trilogy: after weights and learning, meaning. And why in Spain and Europe that layer is also a question of jurisdiction.
02
You pay for AI twice: the Reverse Information Paradox
Satya Nadella just named AI's second invoice: you pay it with your company's knowledge. We explain what the Reverse Information Paradox is, why it connects with what Karp already said, and what a normal company can do to protect itself without giving up the best models.
03
Karp is right: controlling your weights is controlling your fate. Here is how Europe does it
Palantir's CEO went on CNBC to blast 'tokens that create no value' and unveiled a sovereign AI platform with NVIDIA. We share the diagnosis and add what he left out: seen from Europe, sovereignty cannot be outsourced to an American vendor. This is the ladder from open tokens to owning your own weights.
04
Enterprise AI solutions, built from Granada
GPU Solutions runs its cluster in Madrid, but the company was born and thinks from Granada: headquarters at the PTS, a chair with the University of Granada, servers inside iQuantum, and an Andalusian ecosystem that no longer needs permission to do serious AI.
05
AI delivers real productivity. Where do your data go when you paste a PDF into the chat?
OpenAI, Anthropic and Google have made AI an everyday tool, and the productivity is real. But every time an employee pastes a contract, those data cross into a server outside the EU. For most, that trade-off is fine. For certain sectors, it no longer is.
06
Private inference: the speed that saves money (and the numbers that prove it)
Price per token is half the cost. The other half is your team waiting. We calculate the exact point where a dedicated slice beats any public API.
07
NIS2 for CTOs: a technical checklist for your AI supply chain
The NIS2 technical annex nobody reads, translated into an actionable checklist. The controls your platform team should answer yes/no tomorrow morning, with the full downloadable resource at the bottom.
08
Why data sovereignty is non-negotiable in 2026
GDPR was the beginning. NIS2 is the present. And your AI infrastructure has to be ready.
09
Private coding assistants: why your team shouldn't send code to third-party APIs
63% of companies have restricted which generative AI tools their employees can use, and 27% have outright banned them for certain applications (Cisco Data Privacy Benchmark 2024). There's an alternative.
10
Liquid cooling in GPU datacenters: the real efficiency numbers
We're publishing our PUE and energy consumption numbers after 6 months running HGX B200 under direct liquid cooling.