Core Insights - The AAAI 2026 conference received a record-high submission of 23,680 papers, with an acceptance rate of only 17.6%, indicating a significant increase in competition compared to previous years [3][4][45]. Submission Statistics - AAAI 2026 had 23,680 submissions, a substantial rise from 12,957 in 2025 [3][45]. - A total of 4,167 papers were accepted, which is a decrease from 3,032 accepted papers in 2025, reflecting a lower acceptance rate [4][45]. Research Highlights - Researchers from various institutions showcased their successful submissions, with notable works including: - "CogniTrust," which combines verifiable supervision with a three-tier memory model to enhance AI model reliability [12][14]. - Papers focusing on privacy protection in large models, multi-modal safety, and robust communication in autonomous driving [18][20]. - "ReconVLA," which achieved a high score of 88,887, proposing a new approach to visual representation learning [24][25]. Competitive Landscape - The competition for AAAI 2026 was described as exceptionally fierce, with some reviewers noting that only highly innovative papers were accepted [43][46]. - The overall trend indicates that papers scoring around 5 or higher had a chance of acceptance, but many authors faced rejections despite high scores [51][52]. Reviewer Experiences - Some reviewers reported unusual experiences during the review process, including significant score adjustments and perceived biases in evaluations [48][56][62].

Core Insights - The AAAI 2026 conference has seen a record submission of 23,680 papers, with an acceptance rate of only 17.6%, indicating a highly competitive environment compared to previous years [1][37][40] - The conference will take place from January 20 to January 27, 2026, at the Singapore Expo, marking its 40th annual meeting [3] Submission Statistics - AAAI 2026 received 23,680 submissions, a significant increase from 12,957 in 2025 [1][37] - A total of 4,167 papers were accepted, compared to 3,032 in the previous year, reflecting a decrease in acceptance rate from 23.4% to 17.6% [1][37] Research Highlights - Researchers from various institutions have shared their successful submissions, with notable works including "CogniTrust," which combines verifiable supervision with a three-tier memory model [5][7] - Other accepted papers focus on critical areas such as privacy protection in large models, multi-agent safety communication, and robust methods for autonomous driving [11][12][16] Notable Achievements - A student from Peking University achieved a high score of 88,887 for their paper on "CogniTrust" [5][18] - Teams from Nanyang Technological University and Hong Kong University of Science and Technology also reported multiple accepted papers, showcasing significant contributions to the field [10][18][27] Community Reactions - The competitive nature of AAAI 2026 has sparked discussions online, with some expressing concerns about the fairness of the review process and the influence of personal relationships on paper evaluations [35][40][46] - There are reports of discrepancies in scoring, with some reviewers allegedly adjusting scores post-rebuttal, raising questions about the integrity of the review process [42][48][51]