Manwe insights https://askmanwe.com/insights Essays, guides and research on ontology, AI sovereignty and how Manwe works. en What it means for an agent to stay https://askmanwe.com/insights/what-it-means-for-an-agent-to-stay https://askmanwe.com/insights/what-it-means-for-an-agent-to-stay Sat, 31 Oct 2026 09:00:00 GMT Most AI "agents" are a prompt that disappears when the chat closes. A persistent advisor keeps its role, its lessons and its watches, and comes back when something changes. Product Your AI doesn't need a longer memory. It needs an ontology. https://askmanwe.com/insights/ai-needs-an-ontology https://askmanwe.com/insights/ai-needs-an-ontology Fri, 30 Oct 2026 09:00:00 GMT Chat history is a transcript, not an understanding. What makes context useful is knowing what things are, how they relate and why they matter. Ontology Worlds and Moons: context for a life with many projects https://askmanwe.com/insights/worlds-and-moons https://askmanwe.com/insights/worlds-and-moons Wed, 28 Oct 2026 09:00:00 GMT Your company, your studies and your home renovation shouldn't share one memory. A practical guide to giving each part of your life its own context, and knowing when to split it further. OntologyProduct Three models, one question: why disagreement is the useful part https://askmanwe.com/insights/why-disagreement-is-useful https://askmanwe.com/insights/why-disagreement-is-useful Tue, 27 Oct 2026 09:00:00 GMT A single confident answer hides its weak points. Putting the same question to several models shows you where the reasoning is solid and where it's a guess. ResearchProduct AI sovereignty starts on the computer you own https://askmanwe.com/insights/ai-sovereignty-starts-on-your-computer https://askmanwe.com/insights/ai-sovereignty-starts-on-your-computer Sat, 24 Oct 2026 09:00:00 GMT Sovereignty isn't a slogan about where data centres are. For a person or a small team, it comes down to three practical questions about your context, your models and your exits. Sovereignty How to hand an AI your research materials https://askmanwe.com/insights/how-to-hand-an-ai-research-materials https://askmanwe.com/insights/how-to-hand-an-ai-research-materials Tue, 20 Oct 2026 09:00:00 GMT The quality of AI research depends less on the model than on what you give it and what you ask for. A practical guide to briefs, sources, folders and checking the result. Research