FINAL DELIVERABLES

[archipelagoing]

📊 Expected Final Deliverables

After completing this roadmap, SituatiONION will include:

• Large-scale dataset validation (≥1000 examples)
• Layerwise separability curves with statistical confidence
• Dimensional collapse measurements
• Causal activation patching evidence
• Adversarial stress testing
• Paraphrase robustness validation
• Fully formalized theoretical framework

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🚀 Critical Path (Do First)

If your goal is maximum grade improvement fastest, prioritize:

1. ISSUE ISSUE #1 — Integrate WiC Dataset (Polysemy Benchmark) #1 — WiC integration
2. ISSUE ISSUE #2 — Implement Layerwise Sense Separability Curve #2 — separability curve
3. ISSUE ## ISSUE #6 — Upgrade to GPT2LMHeadModel #6 — GPT2LMHeadModel upgrade
4. ISSUE ## ISSUE #7 — Implement Mid-Layer Activation Patching #7 — activation patching
5. ISSUE ## ISSUE #8 — Patch Sweep Heatmap #8 — patch sweep heatmap