1.Why large language models cannot possess consciousness: an integrated information theory perspective
Dong Ah SHIN ; Pyung Goo CHO ; Gyu Yeul JI ; Sang Hyuk PARK ; Soo Heon KIM ; Yoo Jin CHOO ; Min Cheol CHANG
Journal of Yeungnam Medical Science 2025;42(1):79-
Background:
The question of whether large language models (LLMs) possess consciousness has been increasingly debated. Integrated information theory (IIT) offers a quantitative framework for assessing consciousness through a measure of integrated information.
Methods:
This study applied IIT principles to the architecture of transformer-based LLMs, focusing on causal integration, temporal persistence, and system irreducibility. Ablation experiments on Generative Pretrained Transformer 2 (GPT-2) were performed, selectively removing individual attention heads and measuring changes in perplexity as a behavioral proxy for integrated information to empirically approximate the measure of integrated information.
Results:
The ablation study of a single attention head produced minimal or negative changes in perplexity in four out of five representative sentences, indicating redundancy or noise. Only one sentence revealed a significant increase in perplexity change (ΔPPL +11.29), reflecting a localized but nonessential contribution. A comparison with biological systems demonstrated that LLMs meet the IIT criterion of differentiation, but fail to meet the criteria of integration, causal closure, and temporal persistence. These findings confirm that LLMs are architecturally decomposable, lack persistent internal states, and do not sustain global causal irreducibility. Philosophical considerations, including Searle’s Chinese Room argument, further support the idea that the linguistic fluency of LLMs arises from syntactic manipulation rather than semantic understanding.
Conclusion
Current LLMs do not satisfy the structural and informational requirements of consciousness under IIT. Although capable of simulating intelligent language, LLMs remain unconscious systems with a negligible amount of integrated information, underscoring the distinction between linguistic competence and conscious experience.
2.Guide to Rho(D) Immune Globulin in Women With Molecularly Defined Asian-type DEL (c.1227G>A)
In Hwa JEONG ; SooHo YU ; Tae Yeul KIM ; Soo-Young OH ; Duck CHO
Annals of Laboratory Medicine 2024;44(4):307-313
Rh hemolytic disease of the fetus and newborn is a potential risk for D-negative mothers who produce anti-D during pregnancy, which can lead to morbidity and mortality in subsequent pregnancies. To prevent this hemolytic disease, Rho(D) immune globulin (RhIG) is generally administered to D-negative mothers without anti-D at 28 weeks of gestation and shortly after delivery. However, current guidelines suggest that pregnant mothers with molecularly defined weak D types 1, 2, 3, 4.0, and 4.1 do not need RhIG as they are unlikely to produce alloanti-D when exposed to fetuses with D-positive red cells. This issue and the necessity of RHD genotyping have been extensively discussed in Western countries, where these variants are relatively common. Recent evidence indicates that women with Asiantype DEL (c.1227G > A) also do not form alloanti-D when exposed to D-positive red cells.We report that mothers with molecularly defined Asian-type DEL, similar to those with weak D types 1, 2, 3, 4.0, and 4.1, do not require RhIG before and after delivery. Collectively, this review could pave the way for the revision of international guidelines to include the selective use of RhIG based on specific genotypes, particularly in women with the Asian-type DEL.
4.Clinical practice guideline for endoscopic resection of early gastrointestinal cancer
Chan Hyuk PARK ; Dong-Hoon YANG ; Jong Wook KIM ; Jie-Hyun KIM ; Ji Hyun KIM ; Yang Won MIN ; Si Hyung LEE ; Jung Ho BAE ; Hyunsoo CHUNG ; Kee Don CHOI ; Jun Chul PARK ; Hyuk LEE ; Min-Seob KWAK ; Bun KIM ; Hyun Jung LEE ; Hye Seung LEE ; Miyoung CHOI ; Dong-Ah PARK ; Jong Yeul LEE ; Jeong-Sik BYEON ; Chan Guk PARK ; Joo Young CHO ; Soo Teik LEE ; Hoon Jai CHUN
Intestinal Research 2021;19(2):127-157
Although surgery was the standard treatment for early gastrointestinal cancers, endoscopic resection is now a standard treatment for early gastrointestinal cancers without regional lymph node metastasis. High-definition white light endoscopy, chromoendoscopy, and image-enhanced endoscopy such as narrow band imaging are performed to assess the edge and depth of early gastrointestinal cancers for delineation of resection boundaries and prediction of the possibility of lymph node metastasis before the decision of endoscopic resection. Endoscopic mucosal resection and/or endoscopic submucosal dissection can be performed to remove early gastrointestinal cancers completely by en bloc fashion. Histopathological evaluation should be carefully made to investigate the presence of risk factors for lymph node metastasis such as depth of cancer invasion and lymphovascular invasion. Additional treatment such as radical surgery with regional lymphadenectomy should be considered if the endoscopically resected specimen shows risk factors for lymph node metastasis. This is the first Korean clinical practice guideline for endoscopic resection of early gastrointestinal cancer. This guideline was developed by using mainly de novo methods and encompasses endoscopic management of superficial esophageal squamous cell carcinoma, early gastric cancer, and early colorectal cancer. This guideline will be revised as new data on early gastrointestinal cancer are collected.
5.Clinical practice guideline for endoscopic resection of early gastrointestinal cancer
Chan Hyuk PARK ; Dong-Hoon YANG ; Jong Wook KIM ; Jie-Hyun KIM ; Ji Hyun KIM ; Yang Won MIN ; Si Hyung LEE ; Jung Ho BAE ; Hyunsoo CHUNG ; Kee Don CHOI ; Jun Chul PARK ; Hyuk LEE ; Min-Seob KWAK ; Bun KIM ; Hyun Jung LEE ; Hye Seung LEE ; Miyoung CHOI ; Dong-Ah PARK ; Jong Yeul LEE ; Jeong-Sik BYEON ; Chan Guk PARK ; Joo Young CHO ; Soo Teik LEE ; Hoon Jai CHUN
Intestinal Research 2021;19(2):127-157
Although surgery was the standard treatment for early gastrointestinal cancers, endoscopic resection is now a standard treatment for early gastrointestinal cancers without regional lymph node metastasis. High-definition white light endoscopy, chromoendoscopy, and image-enhanced endoscopy such as narrow band imaging are performed to assess the edge and depth of early gastrointestinal cancers for delineation of resection boundaries and prediction of the possibility of lymph node metastasis before the decision of endoscopic resection. Endoscopic mucosal resection and/or endoscopic submucosal dissection can be performed to remove early gastrointestinal cancers completely by en bloc fashion. Histopathological evaluation should be carefully made to investigate the presence of risk factors for lymph node metastasis such as depth of cancer invasion and lymphovascular invasion. Additional treatment such as radical surgery with regional lymphadenectomy should be considered if the endoscopically resected specimen shows risk factors for lymph node metastasis. This is the first Korean clinical practice guideline for endoscopic resection of early gastrointestinal cancer. This guideline was developed by using mainly de novo methods and encompasses endoscopic management of superficial esophageal squamous cell carcinoma, early gastric cancer, and early colorectal cancer. This guideline will be revised as new data on early gastrointestinal cancer are collected.
6.Clinical Practice Guideline for Endoscopic Resection of Early Gastrointestinal Cancer
Chan Hyuk PARK ; Dong-Hoon YANG ; Jong Wook KIM ; Jie-Hyun KIM ; Ji Hyun KIM ; Yang Won MIN ; Si Hyung LEE ; Jung Ho BAE ; Hyunsoo CHUNG ; Kee Don CHOI ; Jun Chul PARK ; Hyuk LEE ; Min-Seob KWAK ; Bun KIM ; Hyun Jung LEE ; Hye Seung LEE ; Miyoung CHOI ; Dong-Ah PARK ; Jong Yeul LEE ; Jeong-Sik BYEON ; Chan Guk PARK ; Joo Young CHO ; Soo Teik LEE ; Hoon Jai CHUN
Journal of Digestive Cancer Report 2020;8(1):1-50
Although surgery was the standard treatment for early gastrointestinal cancers, endoscopic resection is now a standard treatment for early gastrointestinal cancers without regional lymph node metastasis. High-definition white light endoscopy, chromoendoscopy, and image-enhanced endoscopy such as narrow band imaging are performed to assess the edge and depth of early gastrointestinal cancers for delineation of resection boundaries and prediction of the possibility of lymph node metastasis before the decision of endoscopic resection. Endoscopic mucosal resection and/or endoscopic submucosal dissection can be performed to remove early gastrointestinal cancers completely by en bloc fashion. Histopathological evaluation should be carefully made to investigate the presence of risk factors for lymph node metastasis such as depth of cancer invasion and lymphovascular invasion. Additional treatment such as radical surgery with regional lymphadenectomy should be considered if the endoscopically resected specimen shows risk factors for lymph node metastasis. This is the first Korean clinical practice guideline for endoscopic resection of early gastrointestinal cancer. This guideline was developed by using mainly de novo methods and encompasses endoscopic management of superficial esophageal squamous cell carcinoma, early gastric cancer, and early colorectal cancer. This guideline will be revised as new data on early gastrointestinal cancer are collected.
7.Clinical Practice Guideline for Endoscopic Resection of Early Gastrointestinal Cancer
Chan Hyuk PARK ; Dong-Hoon YANG ; Jong Wook KIM ; Jie-Hyun KIM ; Ji Hyun KIM ; Yang Won MIN ; Si Hyung LEE ; Jung Ho BAE ; Hyunsoo CHUNG ; Kee Don CHOI ; Jun Chul PARK ; Hyuk LEE ; Min-Seob KWAK ; Bun KIM ; Hyun Jung LEE ; Hye Seung LEE ; Miyoung CHOI ; Dong-Ah PARK ; Jong Yeul LEE ; Jeong-Sik BYEON ; Chan Guk PARK ; Joo Young CHO ; Soo Teik LEE ; Hoon Jai CHUN
Journal of Digestive Cancer Report 2020;8(1):1-50
Although surgery was the standard treatment for early gastrointestinal cancers, endoscopic resection is now a standard treatment for early gastrointestinal cancers without regional lymph node metastasis. High-definition white light endoscopy, chromoendoscopy, and image-enhanced endoscopy such as narrow band imaging are performed to assess the edge and depth of early gastrointestinal cancers for delineation of resection boundaries and prediction of the possibility of lymph node metastasis before the decision of endoscopic resection. Endoscopic mucosal resection and/or endoscopic submucosal dissection can be performed to remove early gastrointestinal cancers completely by en bloc fashion. Histopathological evaluation should be carefully made to investigate the presence of risk factors for lymph node metastasis such as depth of cancer invasion and lymphovascular invasion. Additional treatment such as radical surgery with regional lymphadenectomy should be considered if the endoscopically resected specimen shows risk factors for lymph node metastasis. This is the first Korean clinical practice guideline for endoscopic resection of early gastrointestinal cancer. This guideline was developed by using mainly de novo methods and encompasses endoscopic management of superficial esophageal squamous cell carcinoma, early gastric cancer, and early colorectal cancer. This guideline will be revised as new data on early gastrointestinal cancer are collected.
8.cal Practice Guideline for Endoscopic Resection of Early Gastrointestinal Cancer
Chan Hyuk PARK ; Dong-Hoon YANG ; Jong Wook KIM ; Jie-Hyun KIM ; Ji Hyun KIM ; Yang Won MIN ; Si Hyung LEE ; Jung Ho BAE ; Hyunsoo CHUNG ; Kee Don CHOI ; Jun Chul PARK ; Hyuk LEE ; Min-Seob KWAK ; Bun KIM ; Hyun Jung LEE ; Hye Seung LEE ; Miyoung CHOI ; Dong-Ah PARK ; Jong Yeul LEE ; Jeong-Sik BYEON ; Chan Guk PARK ; Joo Young CHO ; Soo Teik LEE ; Hoon Jai CHUN
The Korean Journal of Gastroenterology 2020;75(5):264-291
Although surgery was the standard treatment for early gastrointestinal cancers, endoscopic resection is now a standard treatment for early gastrointestinal cancers without regional lymph node metastasis. High-definition white light endoscopy, chromoendoscopy, and image-enhanced endoscopy such as narrow band imaging are performed to assess the edge and depth of early gastrointestinal cancers for delineation of resection boundaries and prediction of the possibility of lymph node metastasis before the decision of endoscopic resection. Endoscopic mucosal resection and/or endoscopic submucosal dissection can be performed to remove early gastrointestinal cancers completely by en bloc fashion. Histopathological evaluation should be carefully made to investigate the presence of risk factors for lymph node metastasis such as depth of cancer invasion and lymphovascular invasion. Additional treatment such as radical surgery with regional lymphadenectomy should be considered if the endoscopically resected specimen shows risk factors for lymph node metastasis. This is the first Korean clinical practice guideline for endoscopic resection of early gastrointestinal cancer. This guideline was developed by using mainly de novo methods and encompasses endoscopic management of superficial esophageal squamous cell carcinoma, early gastric cancer, and early colorectal cancer. This guideline will be revised as new data on early gastrointestinal cancer are collected.
9.Clinical Practice Guideline for Endoscopic Resection of Early Gastrointestinal Cancer
Chan Hyuk PARK ; Dong-Hoon YANG ; Jong Wook KIM ; Jie-Hyun KIM ; Ji Hyun KIM ; Yang Won MIN ; Si Hyung LEE ; Jung Ho BAE ; Hyunsoo CHUNG ; Kee Don CHOI ; Jun Chul PARK ; Hyuk LEE ; Min-Seob KWAK ; Bun KIM ; Hyun Jung LEE ; Hye Seung LEE ; Miyoung CHOI ; Dong-Ah PARK ; Jong Yeul LEE ; Jeong-Sik BYEON ; Chan Guk PARK ; Joo Young CHO ; Soo Teik LEE ; Hoon Jai CHUN
The Korean Journal of Helicobacter and Upper Gastrointestinal Research 2020;20(2):117-145
Although surgery was the standard treatment for early gastrointestinal cancers, endoscopic resection is now a standard treatment for early gastrointestinal cancers without regional lymph node metastasis. High-definition white light endoscopy, chromoendoscopy, and image-enhanced endoscopy such as narrow band imaging are performed to assess the edge and depth of early gastrointestinal cancers for delineation of resection boundaries and prediction of the possibility of lymph node metastasis before the decision of endoscopic resection. Endoscopic mucosal resection and/or endoscopic submucosal dissection can be performed to remove early gastrointestinal cancers completely by en bloc fashion. Histopathological evaluation should be carefully made to investigate the presence of risk factors for lymph node metastasis such as depth of cancer invasion and lymphovascular invasion. Additional treatment such as radical surgery with regional lymphadenectomy should be considered if the endoscopically resected specimen shows risk factors for lymph node metastasis. This is the first Korean clinical practice guideline for endoscopic resection of early gastrointestinal cancer. This guideline was developed by using mainly de novo methods and encompasses endoscopic management of superficial esophageal squamous cell carcinoma, early gastric cancer, and early colorectal cancer. This guideline will be revised as new data on early gastrointestinal cancer are collected.
10.Clinical Practice Guideline for Endoscopic Resection of Early Gastrointestinal Cancer
Chan Hyuk PARK ; Dong-Hoon YANG ; Jong Wook KIM ; Jie-Hyun KIM ; Ji Hyun KIM ; Yang Won MIN ; Si Hyung LEE ; Jung Ho BAE ; Hyunsoo CHUNG ; Kee Don CHOI ; Jun Chul PARK ; Hyuk LEE ; Min-Seob KWAK ; Bun KIM ; Hyun Jung LEE ; Hye Seung LEE ; Miyoung CHOI ; Dong-Ah PARK ; Jong Yeul LEE ; Jeong-Sik BYEON ; Chan Guk PARK ; Joo Young CHO ; Soo Teik LEE ; Hoon Jai CHUN
Clinical Endoscopy 2020;53(2):142-166
Although surgery was the standard treatment for early gastrointestinal cancers, endoscopic resection is now a standard treatment for early gastrointestinal cancers without regional lymph node metastasis. High-definition white light endoscopy, chromoendoscopy, and image-enhanced endoscopy such as narrow band imaging are performed to assess the edge and depth of early gastrointestinal cancers for delineation of resection boundaries and prediction of the possibility of lymph node metastasis before the decision of endoscopic resection. Endoscopic mucosal resection and/or endoscopic submucosal dissection can be performed to remove early gastrointestinal cancers completely by en bloc fashion. Histopathological evaluation should be carefully made to investigate the presence of risk factors for lymph node metastasis such as depth of cancer invasion and lymphovascular invasion. Additional treatment such as radical surgery with regional lymphadenectomy should be considered if the endoscopically resected specimen shows risk factors for lymph node metastasis. This is the first Korean clinical practice guideline for endoscopic resection of early gastrointestinal cancer. This guideline was developed by using mainly de novo methods and encompasses endoscopic management of superficial esophageal squamous cell carcinoma, early gastric cancer, and early colorectal cancer. This guideline will be revised as new data on early gastrointestinal cancer are collected.

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