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Gödel’s incompleteness theorem, Hume’s induction problem, the halting problem, and AI hallucination are not isolated failures of reason. They point to the same missing term: context.

Most ADAS perception stacks classify what they already know. But the real world is combinatorial, contextual, and full of unknowns. Semantic fallback systems are needed when flat object lists fail.

Once Computing was centralized in huge server centers in banks, universities and large corporations until two keen guys in the silicon valley changed the game... now we returned on a cloud centric infrastructure again with AI. will now happen the same? 52 years later?

AI strategy should begin with maturity, feasibility, risk, and governance — not tools. An overview of the FelixSchallerCOM advisory services for AI strategy, safety, and technical due diligence.

Most organisations are approaching the EU AI Act as a compliance checklist. That is the wrong starting point. Genuine conformity requires technical governance infrastructure that most AI environments do not yet have.

Autonomy built on probabilistic systems needs supervision, guardrails, and governance until AI can verify its own outputs.