- more equitable distribution of wealth, privileges and justice;
- more stable on the long term (less prone to atrocities or war).
06 April 2026
Elitocracy is more unstable then democracy. Don't restrict voting based on literacy
03 April 2026
Belief in God is nothing like belief in science
Many believers think that believing in a god or a divine force is the same as believing in a scientific theory.
Obviously, this is a fallacy - a clever but misleading play on words. Belief in a scientific theory has absolutely nothing to do with belief in a deity. In fact, even using the word “belief” in a scientific context is inaccurate.
I suspect this is a way for some believers to logically justify their faith - by playing with language and framing things in a way that equates science with belief.
On the opposite extreme, equally unfounded, are those who claim they can prove the existence of a god or the supernatural.
Personally, I find these attempts - both to equate faith with science and to “prove” faith - unnecessary. Believers should embrace the reality that their faith has nothing to do with science, that it isn’t proven, and that it doesn’t need to be.
After all, it’s easy to “believe” when you have proof. At that point, it’s no longer belief - you simply know. The real challenge is to have faith without guarantees or evidence.
And perhaps that’s exactly what believers should take pride in.
Notes
1. In science, the word "belief" is rarely suitable. We prefer hypothesis, model, "we propose".
2. We all know that science is not absolute. Scepticism is built-in. There is no absolute scientific truth. All scientific theories are evolving. Some theories are proven simply wrong. Some evolve into better theories.
The concept of falsifiability is worth mentioning. Religious or supernatural belief is not falsifiable.
3. Science produces provisional, evidence-based truths.
Some theories are extremely stable. Some not.
4. So here's the interesting question, it's the meta: what is truth in science?
The theory that I particularly love is utilitarian/pragmatic. It is very suitable in engineering, and in social sciences (management, sociology), but also applicable in all sciences.
"A theory is true if it works."
5. Mathematics is probably the weirdest science, btw. It is at the same time very practical, and also very abstract, both in language and concepts. It is full of paradoxes - it even negates itself (it proves that it cannot be complete, it is limited by design - Gödel's incompleteness theorems).
And mathematics also works: we use it exceptionally well to cook food, to build houses, generate fake photos, discuss on Facebook, and to put people on the moon.
7. So no, we don't "believe" in science, or scientific theories. We build it, we discover it, we invent it, we demonstrate and prove it, we challenge and evolve it, we apply it in practice.
8. No matter what theory of science we use, the idea that we "believe" in a scientific theory is, in principle, inappropriate.
18 March 2026
The EU Inc. new type of company: Expectations vs. Reality
REALITY CHECK. The new EU Inc. type of company is a great initiative, but you will STILL need to apply all the local, national and regional reporting, taxes and authorisations, including taxes at all levels, employment taxes, GDPR, etc etc etc, and all other regulations that all administrations and the EU will continue to invent and enforce.
12 March 2026
Inflation is a proven method to tax the poor and middle-class.
Inflation is an ancient-proven method to tax the poor and middle-class.
Inflation was not invented in 1971, when Richard Nixon formally abandoned the gold standard. The UK had already stopped internal convertibility in 1931, US in 1933.
Gold and silver were theoretically also “convertible” during the hyperinflation of the 3rd-century crisis of the Roman Empire, or in Ptolemaic Egypt.
The inflation of 16th-century imperial Spain had nothing to do with convertibility.
Governments have generated inflation both with and without gold and silver.
Of course, it’s remarkable that nobody understands what inflation actually is.
Inflation is a hidden tax on the entire money supply, including bank deposits.
Plus a reduction of domestic production costs, to increase competitiveness in foreign markets in the short term.
It’s remarkable what governments do with this. And it’s remarkable that almost no one understands it.
Inflation is a massive, hidden tax.
27 February 2026
AI is MAGIC in procurement. Or is it?
AI is MAGIC. Or is it?
At least, that's what everyone seems to believe right now.
✨ I've been building AI into Hermix for years. Using it daily. Testing it across dozens of real procurement scenarios with real companies. And I can tell you: Arthur C. Clarke had it right. Sufficiently advanced technology really is indistinguishable from magic.
The problem is when people stop there.
Because AI is also not magic. And in public procurement, confusing the two is expensive.
✔️ Here's what I've actually seen work. GPT models reading 300-page tender documents and producing structured summaries in minutes. Machine learning cleaning up years of fragmented procurement data across 250,000+ European authorities. AI Chat answering "which experts are required?" or "what's the minimum turnover?" directly from the document, in seconds. GraphRAG and Deep Reasoning handling the complex multi-hop analysis that standard models get wrong. SearchGPT building buyer profiles that would take a junior analyst two days to assemble manually.
This is real. The numbers back it up. 87% reduction in market research time. 75% reduction in tender analysis time. 60% less time writing proposals. Our users at Capgemini, Accenture, Unisys, Fujitsu, and 50+ other companies work this way every day.
❌ But here's what I've also seen fail.
Relying on AI to generating "original" ideas. AI missing cultural, technical or commercial subtext - that changes the entire meaning of evaluation criteria. Non-supervised AI producing output confident enough to submit and wrong enough to lose a bid. These failures are real too. And they happen more often when teams treat AI as a black box rather than a tool that requires judgment and supervision. Then comes disillusionment.
AI in procurement compresses effort dramatically. It does not replace strategic thinking.
The companies winning consistently in public sector are not the ones using the most AI. They are the ones using AI for the right tasks, at the right stages, with human judgment at the decision points that matter.
Finding the right tenders. Understanding buyers before the RFP drops. Qualifying opportunities with real competitive data. Reducing the manual burden of documentation. These are the jobs AI does well.
Deciding whether to bid. Understanding what the buyer actually wants versus what they wrote. Building a differentiated technical approach. These remain human work.
❓ There is also a question worth sitting with. If AI writes the procurement. Writes the proposal. Evaluates the submission. What exactly are we measuring? I don't have a clean answer. But I think it matters that we're asking it.
I've written a longer piece on this. What works, what doesn't, the specific techniques we use at Hermix (GraphRAG, Deep Reasoning, SearchGPT, citation support), and the adoption barriers nobody talks about honestly.
https://hermix.com/ai-is-magic-or-is-it/
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