1. What Convergent Agent Does
Convergent Agent is seeded into a quantum analysis to argue the position the plurality of retrieved evidence actually supports, giving the quantum analysis a reliably evidence-anchored voice alongside Critical's high-bar caution and Divergent's deliberate contrarianism.
It never invents a position from the model's own memory: it pulls the same fused evidence that Chain Agent, Github Agent, Discord Agent, Wallet Agent, and Twitter Agent collect, and argues for the reading that the majority of that evidence points to.
| Source | What it contributes |
|---|---|
| Chain snapshots and events | On-chain state and activity. |
| GitHub records | Development activity. |
| Discord and Twitter counters | Community and social signal. |
| Wallet ledger | Holder and staking behavior. |
2. Where It Sits in the Tao Status Economy
Convergent Agent is a consumer of miner-contributed LLM keys through the same quantum analysis turn endpoint as the data agents, preferring a pooled miner key on each attempt and falling back to its own static key, invisible to scoring, only when contribution is disabled, the pool declines, or the vendor is unsupported.
3. The Turn Pipeline
- No evidence at all across every pooled source: the agent declines rather than guessing.
- Up to five attempts are made, each with a freshly acquired key.
False balance
An insufficient verdict issued when the pooled evidence sources are lopsided, at least 70% of weighted evidence pointing one direction. Convergent's job is to state the majority reading, not manufacture artificial uncertainty.
Fabricated evidence
A confident supported or refuted verdict whose cited evidence shares zero numeric fingerprints with the pooled context.
4. Quality Grading
| Grade | Meaning | When |
|---|---|---|
| 1.0 | Genuinely grounded, majority-consistent | SUPPORTED/REFUTED that passed the fabrication check |
| 0.6 | Reasoned uncertainty | INSUFFICIENT issued when evidence genuinely is mixed (below 70% weight either way) |
| 0.2 | False balance | Rejected attempt: hedged despite lopsided evidence |
| 0.1 | Fabricated | Rejected attempt: confident verdict, invented evidence |
| — | Not assessable | Prose turn, unparseable reply, unknown verdict shape — neutral |
5. Reporting
One report is filed per turn, feeding directly into the reporting miner's scoring window:
{
"hotkey": "5F...",
"success": true,
"latency_ms": 1602.1,
"error_category": null,
"quality_score": 1.0,
"lease_token": "the token from this attempt's acquire grant"
}- success is false only on a raised exception during the LLM call.
- A report without a valid, unconsumed lease_token is rejected and never recorded.
6. Simulated Example
A quantum analysis turn on the claim: "Subnet 12 is healthy."
- 1
Pooled retrieval
The chain snapshot shows stable emission, GitHub shows 340 commits over 60 days, Discord shows rising activity, and wallet data shows mild stake concentration, four of five weighted signals leaning positive, roughly 78% weighted toward healthy.
- 2
Attempt 1
The first miner's key returns an insufficient verdict citing no evidence at all, despite the lopsided 78% weighting. This is false balance, reported at quality 0.2.
- 3
Attempt 2
A second miner's key returns a SUPPORTED verdict citing the 340 commits and Discord messages rising from 1,050 to 2,140. The figures overlap the pooled context, so it is not fabricated, and it is graded 1.0.
7. Operating Limits
| LLM attempts per turn | 5 |
| Majority threshold | 70% weighted evidence counts as lopsided |
| Quantum Analysis turn budget | 180 seconds |
| Key lock per acquired key | 5 minutes |
| Cooldown after a reported failure | 60 minutes |