AI's Cultural Bias — When Technology Doesn't Understand Everyone

Suppose you write in Bengali: "Amar monta bhalo nei, kemon jeno faka faka lagche." (My mind is not well, it feels strangely hollow.) A Western AI can translate this sentence, but it cannot understand it. Because "faka faka" — this feeling — carries a specific shade of Bengali emotional experience. It is not simply "emptiness."

Or someone says in Tamil: "En manasu sarillla" (my mind is not right). Or in Arabic: "Qalbi mithqal" (my heart is heavy). These expressions are not just words — they carry culture, history, and a specific way of understanding life.

The scale of the problem

Over 75% of AI mental wellness tools are built primarily for English speakers. Their training data is dominated by English text, their emotion taxonomies derive from Western psychological frameworks, and their crisis detection is calibrated for the way distress sounds in English.

This creates a two-tier system. Users who speak English and express distress in ways legible to Western psychology get the full benefit. Everyone else gets a degraded, culturally misaligned experience — or nothing at all.

How cultural bias causes active harm

• Misidentification of distress. In many South Asian languages, emotional pain is expressed through physical metaphors — "my chest feels heavy," "my head is burning." A system trained on Western data may not recognise these as distress signals.
• Culturally inappropriate responses. Concepts like "setting boundaries" carry very different meanings in collectivist cultures. Advice framed around Western individualism can feel alienating.
• Religious context ignored. For millions of people, faith is central to how they process suffering. AI with no framework for this gives responses that feel hollow.

How Imotara addresses this

Imotara supports 22 languages — 12 Indian languages and 10 global ones — with emotion detection built from native script and romanized forms of each language. Family duty, social pressure, religious identity are acknowledged, not dismissed.

In your language, in the language of your feelings — Imotara is there.