{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T18:03:22Z","timestamp":1761588202407,"version":"build-2065373602"},"reference-count":22,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-009"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-001"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computer"],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/mc.2025.3587873","type":"journal-article","created":{"date-parts":[[2025,9,24]],"date-time":"2025-09-24T17:33:17Z","timestamp":1758735197000},"page":"116-121","source":"Crossref","is-referenced-by-count":0,"title":["Scaling Alone Isn\u2019t Enough: Toward Building Bridges Between AI Models"],"prefix":"10.1109","volume":"58","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6825-5171","authenticated-orcid":false,"given":"Morteza","family":"Moradi","sequence":"first","affiliation":[{"name":"University of Catania, Catania, Italy"}]},{"given":"Mohammad","family":"Moradi","sequence":"additional","affiliation":[{"name":"Department of Electrical, Electronic and Information Engineering, University of Catania, Catania, Italy"}]},{"given":"Ali","family":"Borji","sequence":"additional","affiliation":[{"name":"Quintic AI, San Francisco, CA, USA"}]}],"member":"263","reference":[{"year":"2024","journal-title":"Anthropic","article-title":"Introducing the model context protocol","key":"ref1"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1109\/mc.2024.3382073"},{"doi-asserted-by":"publisher","key":"ref3","DOI":"10.1109\/mc.2025.3555462"},{"year":"2024","author":"Madan","article-title":"Foundation models for video understanding: A survey","key":"ref4"},{"key":"ref5","article-title":"Build agentic AI solutions with DeepSeekr1, CrewAI, and Amazon SageMaker AI","author":"Kari","year":"2025","journal-title":"Amazon Web Services"},{"year":"2024","author":"Wang","article-title":"Agent AI with LangGraph: A modular framework for enhancing machine translation using large language models","key":"ref6"},{"key":"ref7","article-title":"Announcing the Agent2Agent protocol (A2A): A new era of agent interoperability","author":"Surapaneni","year":"2025","journal-title":"Google Cloud"},{"year":"2025","author":"Li","article-title":"From glue-code to protocols: A critical analysis of A2A and MCP integration for scalable agent systems","key":"ref8"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.13088\/jiis.2025.31.10.141"},{"key":"ref10","article-title":"Intelligent agents in AI really can work alone. Heres how","author":"Coshow","year":"2025","journal-title":"Gartner"},{"year":"2013","author":"Halmes","article-title":"Measurements of collective machine intelligence","key":"ref11"},{"doi-asserted-by":"publisher","key":"ref12","DOI":"10.1109\/cdc49753.2023.10383819"},{"year":"2024","author":"Cho","journal-title":"RoundTable: Investigating group decision-making mechanism in multi-agent collaboration","key":"ref13"},{"doi-asserted-by":"publisher","key":"ref14","DOI":"10.1007\/s12599-010-0114-8"},{"volume-title":"Collective artificial intelligence: Simulated role-playing from crowdsourced data","year":"2013","author":"Orkin","key":"ref15"},{"doi-asserted-by":"publisher","key":"ref16","DOI":"10.1007\/s12599-019-00595-2"},{"year":"2025","journal-title":"ONNX","article-title":"Open neural network exchange","key":"ref17"},{"year":"2025","journal-title":"MLIR","article-title":"Multi-level intermediate representation (MLIR)","key":"ref18"},{"year":"2025","journal-title":"Hugging Face","article-title":"Hugging face transformers","key":"ref19"},{"key":"ref20","first-page":"2516","article-title":"Zero time waste: Recycling predictions in early exit neural networks","author":"Woczyk","year":"2021","journal-title":"Proc. 35th Int. Conf. Neural Inf. Process. Syst. (NIPS)"},{"doi-asserted-by":"publisher","key":"ref21","DOI":"10.18653\/v1\/2023.findings-eacl.145"},{"doi-asserted-by":"publisher","key":"ref22","DOI":"10.1109\/mc.2023.3297739"}],"container-title":["Computer"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/2\/11178117\/11178144.pdf?arnumber=11178144","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T17:57:37Z","timestamp":1761587857000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11178144\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":22,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/mc.2025.3587873","relation":{},"ISSN":["0018-9162","1558-0814"],"issn-type":[{"type":"print","value":"0018-9162"},{"type":"electronic","value":"1558-0814"}],"subject":[],"published":{"date-parts":[[2025,10]]}}}