Expert-system tooling: ART (Automatic Reasoning Tool) was originally designed to run on which class of hardware/platform?

Difficulty: Easy

Correct Answer: LISP machines

Explanation:


Introduction / Context:
ART (Automatic Reasoning Tool), developed during the heyday of expert systems, provided a high-performance rule-based environment. Early expert-system tools frequently targeted specialized hardware optimized for symbolic processing, such as LISP machines, before later ports broadened availability.


Given Data / Assumptions:

  • The time period is the early-to-mid expert-systems era.
  • Vendors prioritized platforms with strong Lisp support and memory management.
  • We are selecting the original/primary intended hardware class.


Concept / Approach:
LISP machines (e.g., Symbolics, TI Explorer) were prime hosts for early AI toolkits due to native Lisp support and development environments. ART’s early deployments emphasized these machines. Although later versions and related tools reached conventional workstations and PCs, the historically accurate initial platform class is LISP machines.


Step-by-Step Solution:

Identify ART as an expert-system tool from the LISP-machine era.Match the platform most associated with early AI tool deployment: LISP machines.Reject over-broad “All of the above,” which overstates initial availability.Select “LISP machines.”


Verification / Alternative check:
Contemporary product literature and retrospectives frequently list LISP machines among ART’s earliest supported platforms, with later ports extending reach.


Why Other Options Are Wrong:

  • Personal computers / microcomputers: became targets later; not the original emphasis.
  • All of the above: historically inaccurate for the initial design intent.
  • None of the above: incorrect because LISP machines fit.


Common Pitfalls:
Projecting modern cross-platform expectations backward; assuming early expert systems launched on commodity PCs.


Final Answer:
LISP machines

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