Submission + - The era of AI psychohistory is upon us

Mirnotoriety writes: George Orwell’s Nineteen Eighty-Four and Isaac Asimov’s Foundation series both grapple with futures dominated by elite control, but where Orwell’s dystopia is overtly horrifying, Asimov’s vision proves more sinister: it cloaks technocratic manipulation in benevolence, thriving precisely because its true agenda stays concealed from the masses.

Settings of Controlled Decline

1984 traps us in a grim, stagnant London, Airstrip One, under Oceania’s endless war and surveillance. Time feels frozen; history is erased daily by the Ministry of Truth, ensuring no alternative past or future can challenge the Party’s grip. Progress is a lie, serving only oppression through telescreens and thought police.

Foundation spans a decaying Galactic Empire across millennia. Hari Seldon’s psychohistory foresees collapse and barbarism, so he seeds two Foundations to shorten the dark age. Planets rise and fall, but the galaxy’s trajectory bends to the Plan. Unlike Orwell’s petty misery, Asimov’s cosmos dazzles with stars and civilisations, making the hidden steering all the more insidious.

Elites: Sadism vs. Hidden Puppeteers

Orwell’s Inner Party revels in raw power. O’Brien boasts of a “boot stamping on a human face — forever,” breaking Winston through torture and doublethink. Control is overt: proles are drugged with trash culture, outer elites spy on each other. No pretense of good intentions — just domination.

Asimov’s psychohistorians and Foundation leaders pose as saviors. They manipulate crises via religion, trade, or crises they half-engineer, like the Seldon Crises where holographic Hari reveals “predictions” that retroactively justify their rule. The masses cheer their “benevolent” guides, blind to the math proving their irrelevance. This technocratic elite doesn’t need torture; probabilistic control renders resistance statistically futile.

Truth: Erased vs. Selectively Revealed

In 1984, truth dies explicitly. Records vanish, Newspeak shrinks thought itself, and 2+2=5 if the Party wills it. Knowledge serves lies; the elite’s supremacy lies in making reality infinitely malleable.

Foundation perverts truth more subtly. Psychohistory grasps historical laws, but only the elite comprehend them fully. Public “truths”, Seldon’s vaults, crisis resolutions are curated propaganda, partial disclosures that build faith in the Plan without exposing its full determinism. Individuals like the Mule disrupt it, but the elite adapts, preserving the facade. Here, truth exists but is weaponised: you’re free to know scraps, just enough to stay compliant.

Technology: Oppression vs. Optimisation

Orwell’s tech is a panopticon nightmare: telescreens watch always, helicopters buzz slums, versificators churn porn and slogans. It enforces misery, never liberates.

Asimov’s tech empowers the elite’s Plan. The Foundation hoards atomic secrets, psycholinguistic tricks, even genetic tweaks (in later books). It drives progress, primitivist worlds bow to “magic”, but only as a vector for control. Benevolence sells it: “We bring science to the stars.” Yet the masses repair no hyperdrive; they’re optimised cogs, their behaviours predicted and nudged at scale.

Individuals: Crushed vs. Averaged Out

Winston’s rebellion, diary, love, doubt is personal, visceral, doomed by the Party’s total gaze. Orwell champions the soul’s cry against the machine.

In Foundation, people like Hardin or Mallow shine as “crisis solvers,” but psychohistory treats humanity as gas molecules: individually chaotic, predictably averaging to the Plan. Your life matters only if you’re a low-probability outlier; otherwise, you’re fodder for the curve. Freedom feels real, plot, love, scheme but it’s bounded by elite calculations. This is sinister: you’re “free” within a script you’ll never read.

The Sinister Edge of Foundation

1984 horrifies through cruelty; you flee its world. Foundation seduces: enlightened elites shorten barbarism, ushering a Second Empire of reason. Who wouldn’t sign up? But the hook is the lie, psychohistory demands secrecy. Reveal the Plan fully, and mass psychology shifts, dooming the math. So benevolence stays hidden, evolving into quiet tyranny: elites who know your future better than you, steering it for “your good” without consent.

Orwell’s Party admits evil; Asimov’s guardians don’t need to. Their control endures because it masquerades as salvation, preying on our trust in experts and progress. In an age of AI psychohistory predictive algorithms shaping elections, economies, lives—Foundation whispers that the real dystopia isn’t the boot, but the invisible hand pretending it’s a hug.

Submission + - Nvidia Contacted Anna's Archive to Secure Access to Millions of Pirated Books (torrentfreak.com)

An anonymous reader writes: NVIDIA executives allegedly authorized the use of millions of pirated books from Anna's Archive to fuel its AI training. In an expanded class-action lawsuit that cites internal NVIDIA documents, several book authors claim (PDF) that the trillion-dollar company directly reached out to Anna's Archive, seeking high-speed access to the shadow library data. [...] Last Friday, the authors filed an amended complaint that significantly expands the scope of the lawsuit. In addition to adding more books, authors, and AI models, it also includes broader “shadow library” claims and allegations. The authors, including Abdi Nazemian, now cite various internal Nvidia emails and documents, suggesting that the company willingly downloaded millions of copyrighted books. The new complaint alleges that “competitive pressures drove NVIDIA to piracy," which allegedly included collaborating with the controversial Anna’s Archive library.

According to the amended complaint, a member of Nvidia’s data strategy team reached out to Anna’s Archive to find out what the pirate library could offer the trillion-dollar company “Desperate for books, NVIDIA contacted Anna’s Archive—the largest and most brazen of the remaining shadow libraries—about acquiring its millions of pirated materials and ‘including Anna’s Archive in pre-training data for our LLMs,'” the complaint notes. “Because Anna’s Archive charged tens of thousands of dollars for ‘high-speed access’ to its pirated collections [] NVIDIA sought to find out what “high-speed access” to the data would look like.”

According to the complaint, Anna’s Archive then warned Nvidia that its library was illegally acquired and maintained. Because the site previously wasted time on other AI companies, the pirate library asked NVIDIA executives if they had internal permission to move forward. This permission was allegedly granted within a week, after which Anna’s Archive provided the chip giant with access to its pirated books. “Within a week of contacting Anna’s Archive, and days after being warned by Anna’s Archive of the illegal nature of their collections, NVIDIA management gave ‘the green light’ to proceed with the piracy. Anna’s Archive offered NVIDIA millions of pirated copyrighted books.” The complaint states that Anna’s Archive promised to provide NVIDIA with access to roughly 500 terabytes of data. This included millions of books that are usually only accessible through Internet Archive’s digital lending system, which itself has been targeted in court. The complaint does not explicitly mention whether NVIDIA ended up paying Anna’s Archive for access to the data.

Additionally, it’s worth mentioning that NVIDIA also stands accused of using other pirated sources. In addition to the previously included Books3 database, the new complaint also alleges that the company downloaded books from LibGen, Sci-Hub, and Z-Library. In addition to downloading and using pirated books for its own AI training, the authors allege NVIDIA distributed scripts and tools that allowed its corporate customers to automatically download "The Pile“, which contains the Books3 pirated dataset.

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