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#sensemaking

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www.linkedin.comIf you're exploring how AI Agents operate at scale in larger… | Kyle ByrdIf you're exploring how AI Agents operate at scale in larger organizations, you'll likely come across the word 'Ontology'. So, what’s Ontology? Ontology has roots in philosophy, metaphysics, and computer science, but we're starting to see why it's a helpful concept in AI-driven operations. In this context, our definition of ontology is 'the structured understanding of what exists in your organization, how those things relate, and why they matter.' It's something humans define as the semantic foundation helping AI agents operate intelligently in a digitally represented context. Without it, agents tend to be very 'local'. They can answer questions that don't require judgment and perform short-term tasks, but they can't see the big picture. With it, they have the contextual information to understand what we mean by 'goal', 'strategic intent', or 'dependency', where it exists in space relative to a 'product' or 'business unit', and how it relates to other things in a meaningful way like 'needed by' or 'impacts'. Humans operate quite well in this environment - maybe with more tacit knowledge than we realize. Agents require more explicit context to be effective. We built Dotwork around this belief from day one: a graph-native platform that captures the most complex operating models - your teams, goals, work, metrics, whozits, whatzits - how they relate, the properties they have, and how they're used (often in different ways) across the org. With this foundation, AI isn't operating without critical organizational context, but plugged in to the way your organization is structured - how it plans, how it coordinates, how it decides, and how it's aligned.
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@nberlat.bsky.social

The president is literally doing impeachable stuff right in front of our eyes!

No cap!

The Dems & few sane Reps oughta call the vote already.

What are they waiting for.

No downsides here.

45’s popularity is in the TRASH.

Ratings are giving major flop vibes.

Dems and sane need some of that main character energy.

Just go for it.

Hit the like button if you think they need to just take the vote!

Or what are they so afraid of?

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🚨 Why this matters:

While the energy crisis could have boosted awareness of climate & biodiversity, our research shows that social media dynamics may weaken support for coordinated action. Environmental advocacy faces growing challenges in cutting through the noise.

🤔 Understanding how social media shapes collective #sensemaking in times of crisis is crucial for improving #communication strategies and ensuring environmental concerns are central to long-term policy decisions.