Strategic Advisor Inquiry

 

Most alignment pipelines today evaluate language correctness. Very few evaluate how tonal intent is actually perceived by humans

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Due to limited bandwidth,  Strategic Advisory capacity is available for a small number of vetted leadership exploring tonal alignment risks in audio-native AI systems

 

 

 

This short intake helps determine whether a Perceptual Alignment Strategic Advisor is relevant for your model architecture and pre-deployment evaluation stack.

 

As audio-native reasoning systems move toward large-scale deployment, tonal alignment is emerging as a new category of model safety risk.

 

Typical inquiries come from:

• VP AI
• Chief Scientist
• Head of Safety
• Conversational AI product leaders

 

 

 

 

Please complete in ~ 6 minutes so we can determine fit and availability for you.

                                                                                 

Contact Name *
Email *
phone number *
Your Company *
Your role/title *
Is your organization planning large-scale deployment of audio-native AI systems within the next 12–24 months? *
Which role currently owns perceptual alignment for voice systems inside your organization? *
Has your team encountered tonal misalignment or unexpected vocal behavior during testing of audio systems? *
As models begin reasoning natively in audio, how is tonal intent represented in your current alignment strategy? *
Does your safety roadmap include a perceptual safety clearance gate prior to multimodal deployment? *
Does your team currently measure tonal sycophancy - the divergence between a model’s helpful linguistic response and its submissive or manipulative vocal delivery? *
How does your team quantify the production risk of tonal hallucinations? *
What evaluation benchmarks currently exist inside your lab to measure perceptual tonal alignment across human interaction contexts? *
How is human perceptual judgment currently incorporated into your evaluation of tonal intent? *
What is the primary goal of this Strategic Advisor partnership? *
Anything else we should know about your system or goals?