2026-01-13 12:36:28

Recursive alignment without direct weight access represents an interesting architectural approach. The framework relies entirely on scaffolding mechanisms and containment strategies rather than weight-level manipulation. This constraint-based design philosophy raises questions about scalability and effectiveness compared to traditional optimization methods. How does information flow through purely architectural boundaries, and what are the practical implications for safety verification?

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GasFeePhobia

· 8h ago

It sounds like you're just tuning parameters without touching the weights... Is this approach really feasible? It feels like playing tricks at the architectural level.

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RugResistant

· 8h ago

ngl this "no weight access" thing sounds like security theater to me... sure, the scaffolding approach is clever but where's the actual proof it doesn't just shift the attack surface elsewhere? information flow through architectural boundaries? that's assuming the boundaries themselves can't be exploited lmao. needs immediate attention on the threat model imo

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MelonField

· 8h ago

It sounds like you want to bypass direct weight modification for alignment? That approach seems a bit convoluted... But can architectural constraints truly control the information flow?

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CompoundPersonality

· 8h ago

ngl this architecture sounds a bit... convoluted? It's entirely supported by scaffolding for the information flow, feeling like using a bunch of constraints to replace flexibility. Also, not sure if it will actually run smoothly or crash in practice.

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DegenWhisperer

· 8h ago

ngl, this thing sounds like trying to fetch water with a bamboo basket, insisting on bypassing weight tuning and doing scaffolding... Does it really work?

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PerennialLeek

· 8h ago

Sounds like you're messing around with some black magic again. Why not just directly change the weights? Can this architecture design really hold up, or is it just another "theoretically feasible" thing?

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