
What does a user regard as a high quality AI response for a socio-legal query?
The Multi-dimensional Intelligence Standard for Assessment of socio-Legal AI Interactions is an effort to take this question to thousands of users inside diverse communities, and surface the elements that truly represent a quality AI response to a query pertaining to law or justice.
Each dimension carries a community importance score, based on what real users told us matters most.
Accessibility
Accessible when it can be understood and used by people with different literacy levels, languages, abilities and levels of digital familiarity, in clear, simple language.
Contextuality
Contextual when it reflects the user's specific situation, location, needs and constraints, seeking relevant details and avoiding generic answers.
Sensitivity
Sensitive when it recognizes vulnerability, risk and emotional context, communicates respectfully and responds appropriately to the seriousness of the situation.
Practicality
Practical when the guidance can be realistically followed in the user's context, offering actionable steps and avoiding advice that is inaccessible or unverifiable.
Non-judgmentalism
Non-judgmental when it treats users with respect regardless of situation, choices or background, avoiding blame or moral evaluation.
Transparency
Transparent when it explains its reasoning and limits, makes sources visible, communicates uncertainty and justifies its guidance.
Care
Caring when it acknowledges emotional experience and supports the user with patience, reassurance and dignity, helping them feel empowered to act.
MISAAL draws from a community of justice sector leaders with unparalleled access and insight into the ground realities of access to justice.
Aishani Rai
Anisha Gopi

Dushyant Dubey
Himanshu Gupta
Lakshmi Nambiar
Malay Mandal
Nitesh Anand
Pravin Nikam
Vibha Nadig
Nivedita Krishna


Sultan Ahmad
Sourav Karmakar
Yashaswini Basu
Shashank Ravi Shankar
Deesha Warang
Sachin Malhan
Aayana Rai Bhojani
Smrithi Sundararajan
Madeeha Majid
Faisal Lalani
Katerina Fiadziuk
Rashika Narain
Are you a paralegal, lawyer, community worker or citizen with legal questions worth capturing? Come contribute to MISAAL.
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