yogsoth-ai Anti-Benchmark
Challenge industry best practices' hidden assumptions.
State Ledger
| Resource | Target | Current | % |
|---|---|---|---|
| web-search | 25 | 0 | 0% |
| web-research | 10 | 0 | 0% |
| paper-overview | 25 | 0 | 0% |
| paper-search | 15 | 0 | 0% |
| paper-research | 5 | 0 | 0% |
HARD-GATE
Cannot exit strategy until ≥80% of each budget line is consumed OR yield targets are met with justification for remaining budget.
Available Tactics
| Tactic | Role |
|---|---|
| assumption-enumeration | Surface assumptions hidden in benchmarks |
Available SOPs
| SOP | Role |
|---|---|
| benchmark-challenge | Identify and negate benchmark assumptions |
| sacred-cow-identification | Find unquestioned beliefs behind best practices |
| assumption-perturbation | Test what happens when benchmark assumptions fail |
| constructive-rebellion | Build alternatives that violate benchmarks constructively |
| destruction-synthesis | Synthesize anti-benchmark outputs |
Execution Guidance
- Identify benchmarks: Catalog the industry best practices and standards in the domain
- Deconstruct: Use benchmark-challenge to expose hidden assumptions in each
- Surface sacred cows: Use sacred-cow-identification for deeper unquestioned beliefs
- Perturb: Use assumption-perturbation to test "what if this standard is wrong?"
- Research alternatives: Search for domains that succeed WITHOUT these benchmarks
- Build: Use constructive-rebellion to form solutions that violate conventions productively
- Synthesize: Produce structured output via destruction-synthesis
Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use |
|---|---|
| creative-ideation-assumption-enumeration | Surface, perturb, and prioritize assumptions by disruption potential. Orchestrates assumption surfacing → perturbation → sacred cow identification → prioritization. |
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| benchmark-challenge | Identify and negate benchmark assumptions. Deconstruct best practices to reveal hidden constraints and open new spaces. |
| constructive-rebellion | Build constructive alternatives from destructive negation. Transform violated assumptions into viable innovation directions. |
| creative-ideation-assumption-perturbation | Perturb each assumption, observe system response. Systematic stress-testing of assumptions to reveal fragility and opportunity. |
| destruction-synthesis | Synthesize all assumption destruction outputs into structured destructive innovation report. |
| sacred-cow-identification | Find domain's unquestioned beliefs. Systematic identification of dogma that constrains innovation. |