Pratica di Shadowing: Did the AI bubble just pop? - Impara a parlare inglese con i video

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just three weeks ago, it felt like nothing could go wrong.
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SpaceX was up 7 % in a day,
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every tech CEO in America was on stage explaining why they needed another $100 billion to decimate farmland in rural America,
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and Jensen Wong was telling anyone who'd listen that demand for AI chips was insatiable.
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But since then, the market took a dump.
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Meta created an entirely new class of non -voting stock just to pay for GPUs,
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while Microsoft offered a quarter of its employees money to leave so it can afford more of them.
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Elon predicted that 200 NeoClouds are about to experience Guppy -level death, and CoreWeave, a former Ethereum mining operation
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that became the poster boy of reckless AI spending after they pivoted into renting NVIDIA GPUs back to NVIDIA,
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is now worth a third of what it was at the beginning of the month.
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And then on Monday, Anthropic filed to go public, which showed that between January and when the government banned Fable back in June,
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they lost more money than the annual GDP of over half the countries on Earth.
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So naturally, the question on everyone's mind is, are we finally cooked?
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In today's video, we'll break down the roughest three weeks in the history of AI,
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find out what a neocloud is and why Elon wants them dead, and we'll analyze Anthropics financials in their Trust Me Bro S1.
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It is October 28th, 2026, and you're watching the Code Report.
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Before we can talk about the AI bubble, you need to understand how a GPU actually gets paid for.
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And to do that, here's me in a bubble bath to explain.
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First, NVIDIA makes a GPU that they need to sell.
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The problem is the GPU is expensive and you don't have enough money to buy it.
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So NVIDIA says, hey, we have money
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and we'll give it to you as long as you give us a portion of your company
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and use the money we give you to buy our GPUs.
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But NVIDIA's money only covers a fraction of what you need.
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So you go to Wall Street and borrow the rest by putting up the GPU you haven't bought yet as collateral.
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Now normally, a bank wouldn't lend to you with a depreciating pile of chips as collateral,
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but NVIDIA has promised that if nobody rents the GPUs they give you, they'll rent them themselves.
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So NVIDIA's money gets used to buy NVIDIA GPUs that eventually get rented back to NVIDIA, which makes NVIDIA's stock go up,
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which it uses to invest in more companies, which borrow more money to buy more NVIDIA GPUs, which keeps the good times going.
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On Wall Street, they called this a circular financing arrangement, and back in college, we'd call it a s*.
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The most popular company eating this forbidden fruit is CoreWeave, but NVIDIA has done it with a few other companies as well.
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And to be honest, it works pretty well as long as the chips rent for more than they depreciate.
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The labs keep buying, and someone keeps lending you money to buy more chips.
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But three weeks ago, the third one stopped being true when it was discovered that CoreWeave, after it borrowed $52 billion to buy chips,
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was now paying 15 % interest on that debt.
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Then on Sunday night, Elon chimed in, saying that debt markets have almost entirely shut off for any company whose only revenue is AI data centers,
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and that he expects 200 plus of these neocloud type companies to die.
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But conveniently, SpaceX is fine, because it also happens to sell rockets.
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And right in the middle of all this, Anthropic decided to ask the public for $100 billion at a valuation
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that would make it worth more than 492 out of the 500 companies in the S &P 500,
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with 4 out of those 7 remaining companies being where they rent their compute from
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and happen to owe $265 billion to through 2045.
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The S1 itself is 330 pages long, with 90 of those being risk factors to the company, which is the fun part.
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In it, Anthropic admits that everything we've already covered over the last few months is true, including Mythos being allergic to its sandbox,
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Claude Haiku filing a fake homicide tip through the Philadelphia Police Department's website,
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and a Chinese state -sponsored group using Claude code to attack banks and government agencies.
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The filing also says that Claude now uses itself to improve itself,
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and that they might not notice their models getting significantly smarter until after it's already happened.
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Their guiding principle, according to the foreword, is to under -promise and over -deliver,
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which is a little worrisome for a company whose head of alignment was quoted just last month,
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saying he thinks there's a greater than 10 % chance that AI kills all humans within the next decade.
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So are we cooked?
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Well, as always, it depends.
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It's not looking great
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if your whole business model is borrowing money from one company just to give it right back to them.
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But it's hard to call AI a bubble the day after
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OpenAI claims one of its models disproved a 27 -year -old conjecture that half of complexity theory is built on.
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But thankfully, as developers, things are actually looking pretty decent right now, since every one of these companies are fighting to sell us subsidized tokens.
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Akimi just dropped an open model within a point of Opus at half the price that we talked about yesterday,
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and the GPU score we financed should be on eBay any week now.
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And if you'd like to be one of the people profiting from the exit liquidity instead of providing it,
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you can put those subsidized tokens to work with HyperAgent, the sponsor of today's video.
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If you're already paying for ChatGPT, you can now use that plan to sign into HyperAgent
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and hire a team of agents without setting up yet another AI subscription.
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Right now, I'm using it to work on a v4 release of a date library I'm contributing to.
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So I set up a HyperAgent room, which is basically a Slack channel where all my agents and human co -maintainers can work together.
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I've got one agent triaging new issues as they come in another one drafting pull requests for new features, and a third one writing the changelog.
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They all work in parallel and hand things off to each other, and only ping a human when something needs approval.
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And anyone on a team can jump in to ask questions or make changes whenever they want, instead of routing everything through me.
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Sign in with your existing ChatGPT plan to try it out at the link below.
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This has been The Code Report, thanks for watching, and I will see you in the next one.

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Vocabolario e note di pronuncia per questa lezione

Questa lezione di conversazione si basa sul video “Did the AI bubble just pop?”. Le parole che ritornano più spesso: Gpu, Nvidia, companies, chips. Questo video contiene 71 frasi e 1128 parole da ripetere con lo shadowing. Il parlato dura 5:22. Chi parla va veloce, circa 210 parole al minuto: aspettati suoni legati e ridotti. Solo il 81% delle parole rientra nelle 3.000 più comuni dell’inglese, quindi il lessico è impegnativo.

Vocaboli chiave di questo video

15 parole del video che vale la pena imparare, con pronuncia e significato:

ParolaPronunciaSignificato
chip sostantivo/t͡ʃɪp/frammento, scheggia
bubble sostantivo/ˈbʌbəl/bolla
borrow verbo/ˈbɑɹ.oʊ/prendere in prestito
sponsor sostantivo/ˈspɒn.səː/sponsor
lend verbo/ˈlɛnd/prestare
token sostantivo/ˈtoʊkən/simbolo, segno
naturally avverbio/ˈnæt͡ʃ.(ə.)ɹə.li/naturalmente
bath sostantivo/bɑːθ/bagno, vasca da bagno
decent aggettivo/ˈdiː.sənt/perbene
hire verbo/ˈhaɪɹ/assoldare, noleggiare
discover verbo/dɪˈskʌvə/scoprire, trovare
exit sostantivo/ˈɛɡzət/uscita
contribute verbo/kənˈtɹɪb.jut/contribuire
principle sostantivo/ˈpɹɪn.sɪ.pəl/principio
invest verbo/ɪnˈvɛst/investire

I phrasal verb che sentirai

ParolaPronunciaSignificato
set up verbo/ˌsɛt ˈʌp/preparare, installare
find out verboscoprire
go up verbosalire
put up verbocollocare

La grammatica di questo video

Le strutture che chi parla usa di più, con le parole esatte del video:

StrutturaNel video
Present perfect have/has + participio passato — un’azione passata che conta ancora adessohaven't bought · has promised · has done
Forma passiva be + participio passato — conta ciò che accade, non chi lo fawas discovered · was quoted · is built
Frasi relative who / which + frase — un’informazione in più su una persona o una cosaNVIDIA, which makes · company, which is · room, which is

Pronuncia a cui fare attenzione

Chi parla usa 16 contrazioni e forme ridotte, come we'll, I'm, you're. Pronunciale nella forma breve, così come le senti.

  • I suoni “sh” e “zh”: subscription /səbˈskɹɪpʃən/, fraction /ˈfɹæk.ʃən/, valuation /ˌvæ.ljuːˈeɪ.ʃən/, depreciate /dəˈpriʃiˌeɪt/, insatiable /ɪnˈseɪʃ(j)əbəl/
  • Parole lunghe — attenzione all’accento: collateral /kəˈlætəɹəl/, naturally /ˈnæt͡ʃ.(ə.)ɹə.li/, developer /dɪˈvɛləpɚ/, complexity /kəmˈplɛk.sɪ.ti/, valuation /ˌvæ.ljuːˈeɪ.ʃən/

I suoni difficili per chi parla italiano:

  • /h/ — va soffiata, non è muta: hire /ˈhaɪɹ/, homicide /ˈhɑ.məˌsaɪ̯d/
  • Consonante finale — senza aggiungere una vocale dopo: chip /t͡ʃɪp/, lend /ˈlɛnd/, bath /bɑːθ/, lab /læːb/, decent /ˈdiː.sənt/
  • /æ/ — più aperta della “e”: collateral /kəˈlætəɹəl/, naturally /ˈnæt͡ʃ.(ə.)ɹə.li/, lab /læːb/, parallel /ˈpæ.ɹəˌlɛl/, fraction /ˈfɹæk.ʃən/

Come esercitarsi con questo video

  1. Ascolta tutto il video una volta senza parlare e annota le parole che non conosci.
  2. Inizia a velocità 0,75×, fai shadowing frase per frase e torna alla velocità normale quando diventa facile.
  3. Registrati e confronta con l’originale, facendo attenzione a parole come chip, bubble, borrow.

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.

Tecnica dello shadowing: leggi la guida completa passo dopo passo →