Jeg læste i “Merkur” om elektronregnemaskinen, et af de mange apparater der i løbet af få år vil revolutionere industri og handel, ja politik! Et sådant apparat siges at være medvirkende til USAs beslutning om at træde ind i Korea-krigen, idet det kan registrere og sammenligne stridende landes forudsætninger og muligheder i løbet af få minutter. Forfatteren undrede sig over at hans, til dels, sikre fremtidsperspektiver kun finder en begrænset anvendelse i litterære frembringelser. Og dog er fantastiske apparater vist en ret almindelig forekomst i moderne digtning, de er beslægtet med den, lige så uhyggelige, lige så umenneskelige som den. Sådanne apparater vil måske også tage magten fra mennesket, en skønne dag er de vel næppe tilfredse med at registrere forudsætninger, og samfundet må rette sig efter maskinernes forgodtbefindende, og mennesker bliver anbragt på de poster i samfundet som maskinen anviser dem. Og landene vil virkelig blive regeret af fjernstyre-apparater, og en præsident og en arbejder skal begge føre kontrol med en maskine.
Villy Sørensen: Forløb. Dagbøger 1953-61. Side 11.
Et stort forskerhold fra MIT har undersøgt en gruppe elevers hjerner mens de skrev en stil. En gruppe brugte en LLM, Large Lanquage Model=en AI fra chatGPT, en anden måtte søge på Google og de sidste skrev uden hjælp.
Undersøgelsen delte 54 forsøgspersoner – 18 til 39-årige fra Boston-området – op i tre grupper og bad dem om at skrive adskillige ‘SAT-essay’s, det der svarer til en dansk stil i gymnasiet.
Forskerne brugte en EEG(hjernescanner) til at registrere forfatternes hjerneaktivitet og de fandt ud af, at af de tre grupper havde ChatGPT-brugere den laveste hjerneaktivitet og “konsekvent underpræsterede på neurale, sproglige og adfærdsmæssige niveauer.”
Copy/Paste
I løbet af nogle måneder blev ChatGPT-brugerne mere og mere dovne efter hvert essay. De tyede ofte til ren copy/paste fra chatGPT. Undersøgelsen mere end antyder, at brugen af LLM’er faktisk kan skade læring, især for yngre brugere.
Kognitiv gæld
Og så har folkene bag opfundet et godt nyt udtryk: “Kognitiv gæld”. Det er noget, der opbygges, når man bruger systemer som AI til at erstatte processer i hjernen, man selv har gjort før, som brugte man pludselig en protese, selvom det ikke er nødvendigt. Og når man gør det, ja så mister man faktisk noget af evnen til selvstændig tænkning, på samme måde som ens ben visner, hvis man sætter sig permanent i en kørestol uden at være handicappet: “When individuals fail to critically engage with a subject, their writing might become biased and superficial. This pattern reflects the accumulation of cognitive debt, a condition in which repeated reliance on external systems like LLMs replaces the effortful cognitive processes required for independent thinking.”
Men det bliver faktisk værre endnu efterhånden som den kognitive gæld vokser: Når din evne til selvstændig tænkning falder, er du også nemmere at manipulere og mindre kreativ.
“Cognitive debt defers mental effort in the short term but results in long-term costs, such as diminished critical inquiry, increased vulnerability to manipulation, decreased creativity. When participants reproduce suggestions without evaluating their accuracy or relevance, they not only forfeit ownership of the ideas but also risk internalizing shallow or biased perspectives”.
‘Regarding ethical considerations, participants who were in the Brain-only group reported higher satisfaction and demonstrated higher brain connectivity, compared to other groups. Essays written with the help of LLM carried a lesser significance or value to the participants, as they spent less time on writing, and mostly failed to provide a quote from theis essays.
Human teachers “closed the loop” by detecting the LLM-generated essays, as they recognized the conventional structure and homogeneity of the delivered points for each essay within the topic and group.
We believe that the longitudinal studies are needed in order to understand the long-term impact of the LLMs on the human brain, before LLMs are recognized as something that is net positive for the humans’
https://analogist.dk/wp-content/uploads/2025/06/signal-2024-01-18-180447.png321337Anders Kjærulffhttps://analogist.dk/wp-content/uploads/2026/01/header-siden-2018.pngAnders Kjærulff2025-06-19 15:19:292025-06-19 19:35:34AI skader vore hjerner: Stop op og tænk?
“Using AI is not about communicating. It’s about avoiding communicating. It’s about not reading, not writing, not drawing, not seeing. It’s about ceding our powers of expression and comprehension to digital apps that will cushion us from fully participating in our own lives.
Generative AI use is degenerative to literacy”
Sådan skriver Miriam Reynoldson i sit essay: “Against AI literacy: have we actually found a way to reverse learning?”
Styrelsen er fuldkommen enige. AIs essens er menneskefjendsk og handler om få os til at holde op med at gøre menneskelige ting som at læse, skrive, tegne og se.
Femoghalvfjerds år efter udgivelsen af George Orwells banebrydende roman 1984 har Sandra Newman med godkendelse fra Orwells arvinger kastet sig over historien fra 1984 for at give den en dramatisk anderledes, feministisk vinkel, der er tro mod og kan stå ved siden af originalen. En roman til de millioner af læsere, der har læst og gyst ved tanken om det ultimativt totalitære system, som Orwell beskrev.
https://analogist.dk/wp-content/uploads/2025/05/julia.jpg25601689Analogiseringsstyrelsenhttps://analogist.dk/wp-content/uploads/2026/01/header-siden-2018.pngAnalogiseringsstyrelsen2025-05-26 19:57:372025-05-26 21:40:10Bogklub # 16 – Julia af Sandra Newman
Charlie Chaplins sidste ord i hans ikoniske film fra 1940, ‘Den store diktator’, klinger anderledes dybt, ja, desperat og nødvendigt, i dag. Klik på billedet for at høre ham tale.
“Greed has poisoned men’s souls, has barricaded the world with hate, has goose-stepped us into misery and bloodshed. We have developed speed, but we have shut ourselves in. Machinery that gives abundance has left us in want. Our knowledge has made us cynical. Our cleverness, hard and unkind.
We think too much and feel too little.
More than machinery we need humanity.
More than cleverness we need kindness and gentleness.
Without these qualities, life will be violent and all will be lost…”
https://analogist.dk/wp-content/uploads/2025/05/Skaermbillede-2025-05-26-kl.-12.13.09.png6501022Anders Kjærulffhttps://analogist.dk/wp-content/uploads/2026/01/header-siden-2018.pngAnders Kjærulff2025-05-26 10:22:042025-09-12 15:05:49CHAPLIN: Vi har mere brug for menneskelighed end maskiner
De to stiftende fuldmægtige, Kjærulff og Balslev, bidrager med deres enorme analoge viden til Third Ears serie om det digitale menneske. Hør Kjærulff i “Hvad er problemet“, “Et dataficeret liv” og “At vide alt om alle” og Balslev i “Detox” – alt kan tilgås her https://thirdear.dk/podcasts/det-digitale-menneske/
https://analogist.dk/wp-content/uploads/2025/05/Skaermbillede-2025-05-26-kl.-09.02.57.png14161412Jesper Balslevhttps://analogist.dk/wp-content/uploads/2026/01/header-siden-2018.pngJesper Balslev2025-05-26 07:04:492025-05-26 10:58:06Third Ear – Det digitale Menneske
70 procent af unge mellem 16 og 21 får det dårligt, når de har været på sociale medier. Halvdelen af dem støtter, at man får regler for, hvornår man er på nettet.
Og næsten halvdelen ville hellere leve i en tid uden internettet.
Det konkluderer en undersøgelse fra England.
‘The study, conducted by the British Standards Institution, surveyed 1,293 young people and found that 27% of respondents have shared their location online with strangers.
In the same survey, three-quarters said they had spent more time online as a result of the pandemic, while 68% said they felt the time they spent online was detrimental to their mental health.
Andy Burrows, the chief executive of the suicide prevention charity the Molly Rose Foundation, said it was “clear that young people are aware of the risks online and, what’s more, they want action from tech companies to protect them”.
https://analogist.dk/wp-content/uploads/2023/10/th-984970752.jpg295474Anders Kjærulffhttps://analogist.dk/wp-content/uploads/2026/01/header-siden-2018.pngAnders Kjærulff2025-05-21 07:10:232025-05-21 07:10:23Næsten halvdelen af alle unge i England ville hellere leve uden internet
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