Pratica di Shadowing: AI Slop Is Destroying The Internet - Impara a parlare inglese con i video
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AI Slop is saturating the internet and things are becoming dramatic pretty quickly.
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In an online world where money is made with attention, fake users spread their slop in review sections, generate fake traffic or poison discourse.
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AI has supercharged this and made slop much harder to spot.
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Today about half of internet traffic is bots, the majority of them are used for destructive purposes.
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It's never been easier to make mediocre content – from the black hole of meaninglessness that is LinkedIN, low effort short videos just engaging enough to hypnotise kids and fry their attention spans, to endless soullessly rewritten books on amazon.
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AI music is invading streaming platforms.
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Google AI is summarizing websites instead of sending traffic to them.
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On Youtube, new channels publish long form videos multiple times a week with AI generated thumbnails, voices and scripts.
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True crime, video essays, science, no space is safe.
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We’re in the golden era of soulless slop.
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And sadly, actual creative human work is used to train these AI models.
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Every reddit comment, original YouTube video or human drawing on deviant art has been sold out to the AI companies.
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Or straight up stolen by them.
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Without attribution or payment to the actual creators.
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Creative theft on a scale where it is impossible to protect against it, already putting loads of creatives’ work in danger – so AI companies can get rich.
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While this is sad and frustrating, what’s even worse is that generative AI truly has the potential to break the internet irreversibly.
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By making it harder and harder to tell what is true.
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At First AI Looked Great!
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A kurzgesagt script starts with basic research that is turned into a script and then fact checked in depth by 2-3 people.
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We try to confirm our info with what we deem trustworthy, ideally first hand sources, ideally papers.
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Then we get 1-3 experts for input and critique.
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Fact checking and compiling our sources alone takes around 100 hours per video.
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Of course we make mistakes or oversimplify, and you can disagree with our conclusions – it’s unavoidable, we are only human after all.
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But it is fair to say that our process is extensive and after a decade, we know what we are doing.
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When AI appeared we were very excited.
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A mechanical brain able to super quickly collect information!
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So we went to work and it looked amazing!
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And then we started fact checking.
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We didn’t expect it to be perfect – but it was way worse than we thought.
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Confidently Incorrect – AI is SO Bad at This We’ll summarize and generalize our experiences over multiple projects and months condensed into one fake project.
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A video about why Brown Dwarfs are the worst and should be ashamed of themselves.
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So we got all the pro accounts of all the AI models and got to work.
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Using deep research tools to create a summary and overview of all the information about the failed stars, brown dwarfs.
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And wow it was great!
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Dozens of pages of outlines with unique information nuggets and links to sources!
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Then we started to look deeper.
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More than 80% of the info and factoids were pretty solid and we could reconstruct where they were from.
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Wikipedia, papers, legit articles.
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What about the rest? It was great stuff, like the speed of brown dwarf superstorms, the nature of their insides or how disappointed their moms are.
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But we could not find where the AI got this info from.
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Which is not automatically a bad sign – after all, the models contain pretty much all the internet and books ever written.
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So we asked experts for input – and they flagged the exact same facts, even asking where we found it.
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To fulfil its goal, to make us happy, the AI had invented or extrapolated information to make brown dwarfs more interesting than they really are.
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Like a bad journalist making up details to make a story hit harder or fit a narrative.
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Now we wanted to know more and dove in deeper, reading the seemingly more solid sources the AI had given us in full.
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One was an article from a news site written by a human journalist – or was it?
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It had a very familiar structure and surely purely coincidentally, read like what you get if a human slightly changes AI wording.
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An AI essay detection tool gave it a 72% match.
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So an AI article without sources, used as a credible source for AI research.
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Which makes sense since in 2025 there were already well over 1200 confirmed AI News Websites publishing massive amounts of AI generated misinformation and false narratives.
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This mix of correct, dubiously sourced and straight up made up information also leads AI to present really shoddy conclusions that sound strong or novel but are often half truths or misrepresentations.
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Oh well. We salvaged what we could and went back to the drawing board.
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And after a few weeks it happened.
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By pure stupid chance, we saw a brown dwarf video popping up, by a relatively new channel.
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It had hundreds of thousands of views and was pretty good, nice footage, great editing!
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But we had seen the structure and rhythm before.
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And would you look at that, it contained all the brown dwarf facts we had flagged as unreliable or straight up made up by AI.
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This is where the death of the internet begins.
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Now there is a proper source of brown dwarf misinformation online.
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When the next AI repeats the same research, it will find a transcript from a video with a lot of views.
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The misinformation is now true.
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It will spread.
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Even before AI it was pretty hard to find the origin of facts that sound great but are not true – just watch our video about a 100 year old lie.
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As AI use goes on it may become impossible to know what is true or not.
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The Most Corrosive Lie The problem with AI is how trustworthy it seems. How it is correct enough to seem super smart and how incredibly confidently incorrect it is.
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Casually lying to your face, often very subtly.
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When you catch it lying, it immediately admits it, vows to never do it again.
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And then it does it again.
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As eloquent as current language models feel, there is nobody home.
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No greater intelligence or consciousness is talking back to you.
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Current AI is a very complex hammer that does not understand what it is doing or what nails are.
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But we are letting it add new shelves to the library of human knowledge.
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AI is changing quickly, so this may get better, but right now it's pretty grim.
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Way too many people blindly trust AI.
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Studies looked into the language of millions of scientific papers published before and after the rise of LLMs.
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They found an abrupt and sharp increase in the frequency of words that AIs like to use.
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So it seems clear that now a significant portion of papers have been at least assisted by AI, usually without acknowledgement.
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And just in July 2025 it was discovered that a number of researchers had started to sneak hidden messages into their papers.
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In white text or too small for the human eye they prompted AIs to review them positively and not point out flaws.
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As more and more people are using AI carelessly, the library of human knowledge is getting less and less reliable.
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Which brings us the last part: How are we using AI?
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And will kurzgesagt survive the AI slop age?
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Will AI Slop Kill Kurzgesagt And Artists?
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On the internet there is only one truly valuable resource: human attention.
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If current trends continue it is not that far fetched that cheap slop content, stuff just good enough, will soak up the majority of human attention.
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It could make us dumber, less informed, our attention spans even worse, increase political divides and make us neglect real human interaction.
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If AI eats the majority of the attention pie, channels like ours will become unfeasible.
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Or forced to downsize or use AI themselves to be able to compete. We don’t want to play this game.
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How will we use AI?
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Like the align tool in adobe illustrator.
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If you have a bunch of boxes and you want them to line them up, you can do this manually, one by one.
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Or you can just select them, click “align” and have them perfectly aligned in an instant.
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It’s the same with AI programing tools for animation or using it as a faster google alternative.
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AI is a helpful tool, but the creativity and integrity is still ours.
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So dear internet, here is what we are offering to you: kurzgesagt is made by humans, for humans and it will remain that way.
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We will produce well researched content and invest a lot of time and our human creativity into our illustrations and animations.
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Put in our creative soul into our work.
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We will continue to fact check and discuss our research with human experts, to give you the most trustworthy information that we can.
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When we make mistakes, they will be our mistakes.
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We would rather quit than make AI slop.
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But to go on we need your support.
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kurzgesagt is almost 70 full time people and a lot of freelancers on top.
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This is a lot of salaries, software licences, laptops, rent and coffee.
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Informazioni su Questa Lezione
In questa lezione, i learners si concentreranno sul miglioramento della pronuncia inglese attraverso un'analisi critica dei contenuti generati dall'IA e delle loro implicazioni. Il video esplora come l'IA stia influenzando la qualità dei contenuti su Internet, offrendo spunti utili per comprendere l'importanza della produzione di contenuti autentici e creativi. Con l'ausilio della trascrizione, gli studenti avranno l'opportunità di praticare la loro pronuncia e la loro fluency in inglese, mentre esplorano temi chiave come la verità e l'accuratezza nell'informazione.
Vocabolario e Frasi Chiave
- Slop: contenuto di bassa qualità o superficiale.
- AI (Intelligenza Artificiale): tecnologia che imita l'intelligenza umana per generare contenuti.
- Fact checking: verifica dei fatti per garantire l'accuratezza delle informazioni.
- Destructive purposes: scopi distruttivi, come la diffusione di disinformazione.
- Creative theft: furto di contenuti creativi, come opere artistiche o articoli.
- Truth: verità, un concetto fondamentale nell'informazione.
- Context: contesto, importante per comprendere le informazioni.
- Generative AI: IA generativa, in grado di creare nuovi contenuti.
Consigli per la Pratica
Per migliorare la tua pronuncia in inglese utilizzando questo video, considera l'approccio dello shadowing. Questo metodo consiste nel ripetere simultaneamente ciò che ascolti, migliorando non solo la tua pronuncia, ma anche la tua intonazione e ritmo. Ecco alcuni consigli specifici:
- Ascolta attentamente il tono e la velocità del parlante: il video può presentarsi con un ritmo relativamente veloce. Cerca di allineare la tua voce a quello del relatore.
- Utilizza un shadowing site per praticare in modo interattivo. Questi strumenti ti permetteranno di registrare la tua voce e confrontarla con quella originale.
- Inizia con frasi brevi e ripetile più volte. Man mano che acquisisci fiducia, puoi passare a frasi più lunghe e complesse.
- Pratica il shadow speech ripetendo le frasi esattamente come le senti, prestando attenzione ai dettagli nella pronuncia di consonanti e vocali.
- Rivedi le parti del video che trovi più difficili e ripetile finché non ti senti sicuro della tua performance.
Ricorda che la pratica di conversazione in inglese è fondamentale per affinare le tue abilità linguistiche e la tua capacità di comunicazione. Lavorare attivamente sulle tue capacità ti porterà a risultati tangibili nel lungo periodo.
La grammatica di questo video
Le strutture che chi parla usa di più, con le parole esatte del video:
| Struttura | Nel video |
|---|---|
| Forma passiva be + participio passato — conta ciò che accade, non chi lo fa | is made · has been sold · is turned |
| Present perfect have/has + participio passato — un’azione passata che conta ancora adesso | has supercharged · It's never been · has been sold |
Cos'è la tecnica dello Shadowing?
Shadowing è una tecnica di apprendimento delle lingue supportata da studi scientifici, originariamente sviluppata per la formazione dei traduttori professionisti e resa popolare dal poliglotta Dr. Alexander Arguelles. Il metodo è semplice ma potente: ascolti un audio in inglese di madrelingua e lo ripeti immediatamente ad alta voce — come un'ombra che segue il parlante con un ritardo di solo 1–2 secondi. A differenza dell'ascolto passivo o degli esercizi di grammatica, lo shadowing costringe il tuo cervello e i muscoli della bocca a elaborare e riprodurre simultaneamente i modelli di discorso reale. La ricerca dimostra che migliora significativamente la precisione della pronuncia, l'intonazione, il ritmo, il discorso connesso, la comprensione dell'ascolto e la fluidità del parlato — rendendolo uno dei metodi più efficaci per la preparazione alla prova di speaking dell'IELTS e per la comunicazione reale in inglese.