- 01
Agent Behaviour & Emergence
How observable agent behavior changes as conditions, feedback, memory, information and repeated interaction vary.
- 02
Agentic Systems & Engineering
What behavior belongs to a model and what belongs to its tools, authority, memory, orchestration and recovery system.
- 03
Evaluation & Measurement
How behavioral measures earn reliability, validity, comparability and stated limits.
- 04
Multi-Agent & Human-Agent Systems
How roles, communication, authority and institutions shape collective and human-agent behavior.
- 05
Clock Dataset
What was actually knowable at the moment of a decision?
- 06
Decision Assurance
When does a score stop being enough for a finite-capacity decision?
- 07
Degradation Diagnosis
How much can a model’s trouble be diagnosed before its labels arrive?
- 08
Release Equivalence
Is the system after release still the one you tested?
- 09
DeepLOB
How an experiment can manufacture confidence from a market with no signal.
- 10
Spectral Recovery
A controlled look at when correlation-matrix denoising helps — and when it does not.
- 11
Tail Estimator Audit
Known-tail experiments for finding where familiar estimators bend or break.
- 12
Evidence that exists and cannot be retrieved
A successful empty audit query did not establish an empty record.
Research
Autonomous agents, studied as behavioral entities.
Four programmes organize behavior under controlled variation. None has yet established agent-behavior findings or selected its first experiment.
What is established
Research has four programmes: Agent Behaviour & Emergence, Agentic Systems & Engineering, Evaluation & Measurement, and Multi-Agent & Human-Agent Systems.
What is required
Bounded, reproducible claims; discriminating interventions; and replication where the claim requires it.
What remains open
Measurements, experiment families, the first study and any question-derived apparatus remain undecided. The programmes do not activate them.
The work
Named here. Linked when the signal is public.
Some work is still private. It belongs in the index anyway.
12 entries