Notes on context engineering and AI strategy.https://machtsinn.ai/https://machtsinn.ai/en/blog/mema-vs-continual-learning/https://machtsinn.ai/en/blog/mema-vs-continual-learning/Context windows, explicit MEMA records, and model-internal continual learning solve different problems. Here is the evidence boundary for MEMA, Nested Learning, and a planned HOPE integration.Tue, 25 Aug 2026 00:00:00 GMThttps://machtsinn.ai/en/blog/eu-ai-act-schulungspflicht/https://machtsinn.ai/en/blog/eu-ai-act-schulungspflicht/Since 2 February 2025, Article 4 of the EU AI Act requires every provider and deployer to ensure a sufficient level of AI literacy among its staff. Swiss firms are in scope the moment their AI touches the EU market. Who the obligation hits, what it demands, and what appropriate measures look like.Thu, 16 Jul 2026 00:00:00 GMThttps://machtsinn.ai/en/blog/verifiable-memory/https://machtsinn.ai/en/blog/verifiable-memory/MEMA separates explicit records, retrieval, policy, audit, and integrity checks. Here is what those controls establish—and what they do not—at the current public and internal baselines.Mon, 13 Jul 2026 00:00:00 GMThttps://machtsinn.ai/en/blog/scope-memory-small/https://machtsinn.ai/en/blog/scope-memory-small/Errors in memory don't repeat, they breed. So the size of a memory is the size of its risk. The fix isn't one brain that knows everything; it's many small, isolated memories, each scoped to one cohesive use case.Mon, 06 Jul 2026 00:00:00 GMThttps://machtsinn.ai/en/blog/what-is-an-agent/https://machtsinn.ai/en/blog/what-is-an-agent/Everyone sells agents. Few say what one is. An agent is a model plus four decisions around it: what it sees right now, which rules always apply, what it remembers long-term, and where it runs. The memory part is the hard one.Mon, 29 Jun 2026 00:00:00 GMT