On data-limited and resource-limited processes.¶
Norman, D. A., & Bobrow, D. G. (1975). On data-limited and resource-limited processes. Cognitive Psychology, 7(1), 44-64.
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Primes¶
- Attentional Capacity
- The signature is stable across substrates that share no biology: a transformer running out of attention heads, a controller running out of selection capacity, a board running out of monitoring slots, all exhibit the same five-role structure with the same exceedance signature, a transfer Norman and Bobrow (1975) anticipated in their data-limited / resource-limited dichotomy for any bounded-processor system.
This sourceFoundational resource-allocation framework distinguishing data-limited (input-quality bound) from resource-limited (capacity bound) performance
- The signature is stable across substrates that share no biology: a transformer running out of attention heads, a controller running out of selection capacity, a board running out of monitoring slots, all exhibit the same five-role structure with the same exceedance signature, a transfer Norman and Bobrow (1975) anticipated in their data-limited / resource-limited dichotomy for any bounded-processor system.
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