Research preview · Agent systems
Bring the run.
Find the move.
Warm Winter separates what an agent system observed from what it assumes, then identifies the next intervention the evidence can support.
A bounded product study
Work through a fictional multi-agent run. See how the supported move changes when the consequential evidence changes.
No source code, prompts, credentials, account, or system connection. Your selections in the preview are not saved. A guided session is optional and separately consented.
01 · Outcome
Objective
State what the agent system is meant to accomplish.
02 · Outcome
Runtime path
See agents, handoffs, actions, artifacts, and verification together.
03 · Outcome
System loss
Identify where time, correctness, evidence, or authority breaks down.
04 · Outcome
Governed move
Act, escalate, abstain, or measure the missing boundary.
05 · Outcome
Resolved outcome
Record what happened and whether the result was actually useful.
Select the uncertainty to resolve
Fictional dataDoes late verification create the agent-run failures?
Warm Winter will not choose the most confident story. It will choose the observation that best separates the plausible stories.
What we are evaluating
Can the product explain the whole system—and earn the next move?
Participants explore the fictional run and assess whether the system model, supported conclusion, and governed move are understandable, credible, and useful without founder explanation.
- 20–30 minute guided research session
- No participant source code, prompts, or integrations
- No operational decision is requested
- No recording unless separately approved
- Anonymous findings; attribution requires separate permission
Guided research / request a time
Bring one agent run that still has room to improve.
We are studying whether Warm Winter helps an operator see the whole agent system, identify its consequential loss, and choose a more defensible next move.
- Format
- 20–30 minute guided video session
- Preparation
- None; no integrations or uploads
- Data
- Do not include confidential or regulated information
- Scheduling
- Tell us what works; we confirm by email