AI Council

Admin

Local ops dashboard from saved council run logs. It summarizes token spend, confidence, provider usage, and failure patterns without exposing full prompts on this page.

Runs

13

Latest local saved logs

Tokens

133,671

Input + output + question estimates

Estimated Cost

$0.000000

Provider prices not configured yet

Failures

9

Provider/model failures across runs

Confidence

0/9/4

High / medium / low

Feedback

0/0

Positive / negative when present

Deep Runs

7

Includes current check and risk pass

Second Judges

0

Gated extra judge pass

Provider Usage

openai

13 runs / 0 failures

31,403 tok

google

4 runs / 5 failures

20,026 tok

deepseek

6 runs / 0 failures

8,073 tok

anthropic

0 runs / 4 failures

0 tok

Failure Patterns

google:unknown

5

anthropic:quota

4

Quality Evaluation

Question Bank

Curated validation prompts

10

Review Templates

Generated from local runs

0

Completed Reviews

Manual scored reviews

0

Council Improvement

Average 1-5 score

unscored

Accuracy

Average 1-5 score

unscored

Hallucinations

Manual flags

0

Overconfident

Manual flags

0

Recent Runs

WhenModeConfidenceTokensCostFailuresQuestion
2026-05-08T18-07-47.712Zdeepmedium / 4818,277$0.0000000What is the new meta ai like? Good ? Better than current versions
2026-05-08T18-06-28.753Zdeepmedium / 6014,124$0.0000001What the best ai to use
2026-05-08T17-59-49.050Zdeepmedium / 4818,041$0.0000000Should I invest in Meta today, May 2026
2026-05-07T14-49-37.124Zcouncilmedium / 603,721$0.0000000his
2026-05-06T13-13-05.885Zquicklow / 181,073$0.0000001Is loba.com free?
2026-05-06T12-19-20.575Zdeepmedium / 6817,831$0.0000000Give me 2 funds to invest in right now that will help good returns
2026-05-06T09-52-39.849Zdeeplow / 1418,280$0.0000003What is the current state of nuclear fusion energy development in 2026 - which approaches and companies are most promising, what recent breakthroughs have occurred, and realistically when might we see commercial viability?
2026-05-06T09-50-23.782Zdeeplow / 1419,123$0.0000003What is the current state of nuclear fusion energy development in 2026 - which approaches and companies are most promising, what recent breakthroughs have occurred, and realistically when might we see commercial viability?
2026-05-06T09-37-14.567Zdeeplow / 4019,328$0.0000001will the share price go up much for AIB bank in Ireland? should I invest in them?
2026-05-06T09-36-40.030Zquickmedium / 701,057$0.0000000What is 2+2 and why?