Sama
The training process for AI models is a high-pressure, repetitive task that may easily lead to burnout. At Sama, we sought to transform this high-pressure process into a sustainable experience for the thousands of data workers at its core, without compromising quality or the human-in-the-loop concept. We redefined the work environment to reduce cognitive load and incorporated design solutions that promote focus and well-being.
As a new wave of generative AI workflows began to take shape, we saw an opportunity to influence their evolution with people at the forefront. Our dedication to user-centric design also inspired groundbreaking linguistic research, such as an examination of the challenges of developing AI for low-resourced languages.

Keywords: language, swahili, collectivist languages, individualist languages, generative ai, data workers

Keywords: training, pedagogical ux, learning curve, training transfer
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Keywords: objects, taxonomy, ontology, relational labelling
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Keywords: sensor fusion, annotations, cognitive effort, multiple sensors
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Keywords: generative ai, image captioning
Coming soon