{"id":"https://openalex.org/W7164560547","doi":"https://doi.org/10.1145/3802974.3809412","title":"One More Prompt: LLM Coding is a Game You Can\u2019t Quite Put Down - A Provocation","display_name":"One More Prompt: LLM Coding is a Game You Can\u2019t Quite Put Down - A Provocation","publication_year":2026,"publication_date":"2026-06-12","ids":{"openalex":"https://openalex.org/W7164560547","doi":"https://doi.org/10.1145/3802974.3809412"},"language":null,"primary_location":{"id":"doi:10.1145/3802974.3809412","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3802974.3809412","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Publication of the 2026 ACM Designing Interactive Systems Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3802974.3809412","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059447967","display_name":"Russell Beale","orcid":"https://orcid.org/0000-0002-9395-1715"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Russell Beale","raw_affiliation_strings":["School of Computer Science, University of Birmingham, Birmingham, West Midlands, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-9395-1715","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Birmingham, Birmingham, West Midlands, United Kingdom","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5059447967"],"corresponding_institution_ids":["https://openalex.org/I79619799"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.9495282,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"181","last_page":"184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.15279999375343323,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.15279999375343323,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.07240000367164612,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.01979999989271164,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/provocation-test","display_name":"Provocation test","score":0.5770999789237976},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4805999994277954},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.2924000024795532}],"concepts":[{"id":"https://openalex.org/C110586980","wikidata":"https://www.wikidata.org/wiki/Q4168588","display_name":"Provocation test","level":3,"score":0.5770999789237976},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4805999994277954},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4458000063896179},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4311999976634979},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30640000104904175},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.29989999532699585},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.2924000024795532},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2750000059604645},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.2583000063896179},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.2513999938964844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3802974.3809412","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3802974.3809412","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Publication of the 2026 ACM Designing Interactive Systems Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3802974.3809412","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3802974.3809412","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Publication of the 2026 ACM Designing Interactive Systems Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2023718959","https://openalex.org/W2108682032","https://openalex.org/W4225108562","https://openalex.org/W4281669078","https://openalex.org/W4308627738","https://openalex.org/W4321013654","https://openalex.org/W4362659486","https://openalex.org/W4365601419","https://openalex.org/W4389159634","https://openalex.org/W4394746232","https://openalex.org/W4399723222"],"related_works":[],"abstract_inverted_index":{"Programming":[0],"with":[1],"large":[2],"language":[3],"models":[4],"increasingly":[5],"feels":[6],"less":[7],"like":[8,14,49,137],"using":[9],"a":[10,16,18,50,74,100],"tool":[11],"and":[12,33,68,84,93],"more":[13,77],"playing":[15],"game:":[17],"loop":[19],"of":[20,115],"quests":[21],"(bugs,":[22],"edge":[23],"cases,":[24],"refactors),":[25],"rapid":[26],"feedback,":[27],"surprising":[28],"drops":[29],"(a":[30],"perfect":[31],"function!),":[32],"punishing":[34],"randomness":[35],"(hallucinated":[36],"APIs,":[37],"brittle":[38],"glue).":[39],"This":[40],"provocation":[41],"argues":[42],"that":[43,56,80],"LLM-assisted":[44],"coding":[45,140],"is":[46,73],"not":[47],"merely":[48],"game":[51],"in":[52],"metaphorical":[53],"terms,":[54],"but":[55,86],"it":[57],"already":[58],"exhibits":[59],"recognizable":[60],"gameful":[61,101],"dynamics,":[62],"including":[63],"incremental":[64],"progression,":[65],"variable":[66],"rewards,":[67],"difficulty":[69,135],"scaling.":[70],"The":[71],"result":[72],"compelling":[75],"\u201cone":[76],"prompt\u201d":[78],"rhythm":[79],"can":[81],"boost":[82],"momentum":[83],"learning,":[85],"also":[87],"risks":[88],"shallow":[89],"exploration,":[90],"technical-debt":[91],"speedrunning,":[92],"attention":[94],"capture.":[95],"Treating":[96],"LLM":[97,124],"programming":[98],"as":[99],"interactive":[102],"system":[103],"invites":[104],"us":[105],"to":[106],"ask":[107],"different":[108],"design":[109],"questions:":[110],"What":[111,132],"are":[112],"the":[113],"ethics":[114],"embedding":[116],"compulsion":[117],"into":[118],"IDEs?":[119],"How":[120],"might":[121],"we":[122],"redesign":[123],"tooling":[125],"for":[126,138],"reflective":[127],"pacing":[128],"rather":[129],"than":[130],"grind?":[131],"would":[133],"responsible":[134],"look":[136],"AI":[139],"partners?":[141]},"counts_by_year":[],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2026-06-13T00:00:00"}
