Towards a Programmer’s Apprentice (Again)
Authors: Howard Shrobe, Boris Katz, Randall Davis
AAAI 2015 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | A Programmer s Assistant could interact with the programmer to capture and preserve design rationale, in a natural way that would make rationale capture cost less than it s worth , and could also detect common flaws in program design. Such a programmer s assistant was not practical when it was first proposed decades ago, but advances over the years make now the time to revisit the concept, as our prototype shows. |
| Researcher Affiliation | Academia | Howard Shrobe, Boris Katz, and Randall Davis MIT CSAIL 32 Vassar Street Cambridge, MA 02139 |
| Pseudocode | Yes | The synthesized code is shown in Figure 3. |
| Open Source Code | No | The paper does not provide concrete access to source code for the methodology described. |
| Open Datasets | No | The paper does not provide information about publicly available or open datasets used for training or evaluation of the described prototype. |
| Dataset Splits | No | The paper does not provide specific dataset split information (e.g., train/validation/test percentages or counts). |
| Hardware Specification | No | Spoken language is captured using the SIRI programmatic interface (on a Mac Book). This provides a general device name but no specific hardware details (CPU, GPU, RAM, etc.) for the main system running the prototype. |
| Software Dependencies | No | Spoken language is captured using the SIRI programmatic interface (on a Mac Book) and is then parsed using an HTTP-based interface to the START natural language system... We generate Common Lisp... Specific version numbers for these software components are not provided. |
| Experiment Setup | No | The paper describes a demonstration scenario but does not provide specific experimental setup details such as concrete hyperparameter values or training configurations. |