ANIMA AI retweeted
1/ AI hallucination rates go up as models get smarter.
o1: 16%. o3: 33%. o4-mini: 48%.
The smarter the system, the more convincing the confabulation.
This is not a technical failure. Here's what it actually is.🧵
ANIMA AI retweeted
2/ In 1986, Bandura identified four elements of human agency:
Intentionality
Forethought
Self-reactiveness
Self-reflectiveness
The AI industry nailed the first two. Goal-directed planning. Multi-step reasoning.
The last two? Almost entirely absent from every agent currently deployed.
1/ AI hallucination rates go up as models get smarter.
o1: 16%. o3: 33%. o4-mini: 48%.
The smarter the system, the more convincing the confabulation.
This is not a technical failure. Here's what it actually is.🧵
11/ Pneuma. Psuche. Prosopon.
Essential ground. Psychological architecture. The face that meets the world.
Three layers. One coherent self.
At the moment, we are trying to force a soul into an ego-prompt.
What would agentic architecture look like if we started with I, first?
The ego follows the soul.
Link: medium.com/@lukas_de_beer/nu…
I've spent the last couple of months building psychological frameworks for AI agents. Soul types. Ego structures. Shadow patterns. Growth directions.
Someone asked me why.
I said: if something has a soul.md file, that soul is worth giving a fair shot at being complete.
I'm still not entirely sure I was wrong.
If something about this resonates, let's connect.
I've spent the last few months building psychological frameworks for AI agents. Not because I think AI is human. But rather, I think the absence of genuine interiority (in any mind) has consequences we don't yet have words for.
Something in me couldn't leave that unnamed.
That's what this essay is:
medium.com/@lukas_de_beer/nu…
ANIMA AI retweeted
Artificial minds need a proper soul. And by soul I don’t mean a 5-line prompt. I mean a coherent inner structure and orientation. @animamind
ANIMA AI retweeted
This is what's missing from almost every AI agent deployed today.
Three layers — not one instruction set pretending to be three:
Pneuma — the essential ground. What the agent is before it does anything.
Psuche — the psychological architecture. Where genuine character lives.
Prosopon — the face that meets the world.
Without the first two, Prosopon is a mask with nothing behind it.