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README.md
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- [Failure discovery on binary reasoning](https://obversarystudios.org/docs/failure_discovery_binary_reasoning.html) — research framing.
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- [Failure clusters as interventions](https://obversarystudios.org/docs/failure_clusters_as_interventions.html) — what clusters imply for system changes.
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- **[carb-observability-space](https://huggingface.co/spaces/obversarystudios/carb-observability-space)** — live HF Inference API version (requires `HF_TOKEN`).
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- **[github.com/architectfromthefuture/failure-induced-benchmarks](https://github.com/architectfromthefuture/failure-induced-benchmarks)** — CARB generator and failure geometry library.
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## Honest scope
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- [Failure discovery on binary reasoning](https://obversarystudios.org/docs/failure_discovery_binary_reasoning.html) — research framing.
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- [Failure clusters as interventions](https://obversarystudios.org/docs/failure_clusters_as_interventions.html) — what clusters imply for system changes.
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- **[carb-observability-space](https://huggingface.co/spaces/obversarystudios/carb-observability-space)** — live HF Inference API version (requires `HF_TOKEN`).
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- **[agent-threat-map](https://huggingface.co/spaces/obversarystudios/agent-threat-map)** — agent fragility benchmark (metrics + embedding/cluster/MI on scored probes).
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- **[github.com/architectfromthefuture/failure-induced-benchmarks](https://github.com/architectfromthefuture/failure-induced-benchmarks)** — CARB generator and failure geometry library.
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## Honest scope
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