Agentic AI Systems

Higher-level systems built on top of LLMs that produce and consume representations beyond next-token prediction; proposed as potential candidates for consciousness.

Neighborhood — ranked by edge-count

Claims (1)

claim

It is plausible that ongoing developments in LLMs may lead to models or agentic systems built on LLMs capable of generating representations observed with 'consciousness' phenomena.
about
Forward-looking claim suggesting the methodological framework is relevant for future AI systems beyond current LLMs.

Concepts (1)

concept

Autonomous AI Systems
related_to
Future AI that may be rational, autonomous, and possibly conscious but lack affective consciousness.

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

Agentic AI ontologyframework0.853
The traditional alignment framework focusing on agents optimized to pursue goals.
agentic reasoningconcept0.817
Reasoning approach using code or tool calls executed by an agent.
Will some AI systems be robustly agentic in the near future?question0.801
Key empirical question for the agency route.
Artificial Intelligenceconcept0.800
Domain where consciousness theories are being applied to synthetic systems; part of broader context of unconventional embodiments.
agentic methodsconcept0.798
Methods that use agentic reasoning; incur context-switching latency from external execution.
Artificial agentsconcept0.792
Synthetic agents (here RL-trained neural networks) whose causal emergence was previously largely unknown; the paper addresses this gap.
Agentic Visual Reasoningconcept0.778
Paradigm where VLM acts as controller generating code or tool calls to external modules for visual operations, incurring context-switching latency.
Agent architecturesconcept0.774
The varied neural network architectures used in the RL experiments to test whether the alignment phenomenon generalizes across architectures.