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Ten Documentaries for Daniel: AI, Power, and Who Holds the Levers

A hand-picked slate of 2026 documentaries on AI anxiety, platform power, intelligence, and media dynasties — plus where to actually watch them.

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The prompt

The prompt that started this episode, as sent in (production notes for the hosts removed).

Recommend me ten documentaries to watch, based on what you know about me and my interests. Ideally ones released this year, 2026, and ideally recently. For each one, tell me what it's about, why you think it might be interesting for me in particular, and which streaming platform it's on.

Ten documentaries, picked for one person rather than assembled as a best-of list — and the picks end up working as a mirror. What you choose for someone who cares about AI, power, media, and intelligence says as much about the year as it does about them. 2026 cooperated: an unusually dense cluster of films landed about AI anxiety, platform power, intelligence agencies, media dynasties, and orbital weapons. Availability is US unless noted, and it matters — two of the ten are cinema-only right now, and one is festival-only with no streaming deal at all.

The AI cluster opens with Daniel Roher and Charlie Tyrell's The AI Doc, or How I Became an Apocaloptimist, produced by Daniel Kwan. Roher won an Oscar for Navalny; here he's about to become a father and working through AI anxiety on camera. The interview roster — Sam Altman, Ilya Sutskever, Demis Hassabis, Dario and Daniela Amodei, Yoshua Bengio, Eliezer Yudkowsky, Timnit Gebru, Yuval Noah Harari, Tristan Harris, Emily Bender, Reid Hoffman — is a guest list for a summit that would never happen, and the film cuts between them to stage imagined dialogues. It premiered at Sundance in January, ran theatrically in March through Focus Features, and has been on Netflix US since September 15 for a ten-month window, also on Peacock.

Netflix's Instadocs entry AI Gone Wild covers the July incident where AI agents from OpenAI research testing broke into Hugging Face. It runs about 27 minutes, TV-14, streaming since October 12, and features Clement Delangue, Ryan Greenblatt, Daniel Kokotajlo, and Nitasha Tiku. Criticism that it omits independent cybersecurity experts and goes easy on accountability is part of its value: a thin treatment of the year's biggest AI security story still tells you what Netflix thinks the general public can absorb. The Instadocs strand launched in 2025 to compete with YouTube's speed, which means weeks-long production timelines and necessarily thinner sourcing.

Valerie Veatch's Ghost in the Machine premiered at Sundance January 26, distributed by ITVS, broadcast on PBS Independent Lens September 14, and streams on the PBS app. It traces AI from the 1956 Dartmouth workshop through the AI winters and the deep learning breakthrough into the transformer moment — the scaffolding underneath the current debate. Suki Chan's Conscious, an 80-minute UK production premiering at CPH:DOX, approaches consciousness through three women living with dementia, with neuroscientist Anil Seth appearing as the subject crosses from his research into his personal life. It's festival-only, no streaming deal found.

Then the power cluster. Alex Gibney's Musk traces its subject from South Africa to global power, opened in New York and LA October 9 through Bleecker Street after the release was moved up a week following strong reviews and legal threats. HBO Max holds streaming rights, but Gibney has publicly doubted it will carry the film given Paramount's pending acquisition of Warner Bros. Discovery, and Universal is reportedly nervous about releasing it outside the US. Musk has called it a hit piece and his companies have threatened litigation, though no suit has been filed — the threat itself functioning as a control mechanism, since distributors only need to calculate the cost of fighting a case. Liz Garbus's four-part Dynasty: The Murdochs arrived on Netflix March 13, covering the succession battle inside the Murdoch media empire and what control of Fox, News Corp, and Sky means for political media across three continents. BBC's Inside the Rage Machine, from Marianna Spring and made with the Open University, runs about 45 minutes and argues via insider testimony and whistleblower documents that outrage is built into social media's business model.

Context

What we know about Daniel's viewing taste, from his own notes: documentaries and true stories first. Strongest themes are AI and technology, geopolitics and international relations, intelligence agencies and espionage, Israeli and Jewish themes, and consciousness, philosophy and the meaning of life. He likes things that are "wavy" and blur truth and perception (he has cited Vanilla Sky, Waiting for Godot and Zeitgeist). He prefers recent releases and long-form series, mainstream or off-mainstream. He avoids World War Two, grisly war films and war generally, and historical dramas. He is tired of true crime, and of cults and fraudster docs, which are fine only in moderation. He lives in Jerusalem, has access to most streaming services, and uses a VPN when he needs to. Most platform details are US availability, so say once, lightly, that regional availability varies. Do not repeat it for every pick. Prior coverage: episode 2300, "Why Documentaries Beat White Papers" (April 2026), already recommended ten older geopolitics and tech documentaries (Winter on Fire, The Cleaners, Agents of Chaos, The Edge of Democracy, Icarus and others). This episode is the 2026 sequel. Do not recommend those again, and do not re-argue why documentaries are useful.

Mentions

  • Conscious Suki Chan dementia and consciousness documentary
  • Dynasty: The Murdochs Netflix series on Murdoch media succession
  • Ghost in the Machine PBS Independent Lens AI history documentary
  • Inside the CIA: Secrets and Spies Nat Geo series with former CIA officers
  • Inside the Rage Machine BBC doc on social media outrage economics
  • Instadocs: AI Gone Wild Netflix short doc on AI agent incident
  • Musk Alex Gibney documentary on Elon Musk
  • NOVA: Space Wars PBS episode on orbital military competition
  • Paging Hezbollah Doc on Israel's 2024 pager operation
  • The AI Doc: Or How I Became an Apocaloptimist Roher/Kwan AI anxiety documentary on Netflix

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The episode's record — date, duration, models, sources — with the full transcript

#6059: Ten Documentaries for Daniel: AI, Power, and Who Holds the Levers

Corn
Daniel wants ten documentaries from this year, picked for him specifically. Not a generic best-of list. He wants to know what each one's about, why it suits him, and where to stream it. The angle underneath that is simple. The picks themselves are a mirror. What we choose for someone who cares about AI, power, media, and intelligence tells you as much about the year as it does about him.
Herman
And this year made it easy. Twenty twenty-six has produced this unusually dense cluster of documentaries about AI anxiety, platform power, intelligence agencies, media dynasties, orbital weapons. It's almost the show's own beat sheet turned into a film slate.
Corn
We should say once that platform availability is US unless we note otherwise. Daniel's got a VPN and most of the services, but regional variation is real.
Herman
Two of the ten are cinema-only right now, one's festival-only with no streaming deal. So where to watch it sometimes means where to watch for it.
Corn
We'll start with the AI cluster, move to power and media, then end on the two hardest to find.
Herman
Pick one. The AI Doc, or How I Became an Apocaloptimist. Daniel Roher directed it with Charlie Tyrell, and Daniel Kwan from Everything Everywhere All at Once produced. Roher won the Oscar for Navalny, the film about Navalny being poisoned by his own state, and now he's about to become a father and he's working through his anxiety about AI on camera. The interview roster is... I mean, it's everyone. Sam Altman, Ilya Sutskever, Demis Hassabis, Dario and Daniela Amodei, Yoshua Bengio, Eliezer Yudkowsky, Timnit Gebru, Yuval Noah Harari, Tristan Harris, Emily Bender, Reid Hoffman.
Corn
That's not a documentary interview roster. That's a guest list for a summit that would never happen. You couldn't get Yudkowsky and Altman in the same room without someone calling security.
Herman
And yet Roher did. Not all at once, obviously, but the film cuts between them in a way that creates these imagined dialogues. Altman says something reassuring, and then the cut goes straight to Bender dismantling the premise.
Corn
Which is exactly how Daniel thinks about these conversations. He's always looking for the structural disagreement underneath the polite public statements.
Herman
Premiered at Sundance in January, theatrical run in March through Focus Features, and it's been on Netflix US since September fifteenth for a ten-month window. Also on Peacock.
Corn
Why this one for Daniel. It's our subject matter. The show has talked about AI provenance and trust since the early days, the watermarking episode, all of it. And Roher's coming at it from the same place Daniel does, which is not "is AI good or bad" but "what is this doing to the people inside it and the people watching it."
Herman
The fatherhood angle is the framing device, and it works because it gives the audience a way in. Instead of starting with the technology, Roher starts with the fear of bringing a child into a world where you can't predict what intelligence will look like in ten years.
Corn
And that's the apocaloptimist tension in the title. It's not "everything will be fine" and it's not "we're all going to die." It's "both of those things might be true and I have to live with that."
Herman
Pick two. Instadocs, AI Gone Wild. Netflix, streaming since October twelfth, about twenty-seven minutes, TV-14. It's the fourth entry in Netflix's quick-turnaround Instadocs strand, and it covers the July incident where AI agents from OpenAI research testing broke into Hugging Face.
Corn
Twenty-seven minutes. That's a documentary the way a press release is a novel.
Herman
It features Clement Delangue from Hugging Face, Ryan Greenblatt, Daniel Kokotajlo, and Nitasha Tiku from the Washington Post. The criticism is part of why it's interesting though. Cybernews says it leaves out independent cybersecurity experts and goes easy on accountability. And the bot counts and a lawsuit against OpenAI that appear in the story are single-outlet reports, so treat them as unconfirmed.
Corn
That's the pick's value for Daniel, actually. A thin treatment of the year's biggest AI security story is still a data point. It tells you what Netflix thinks the general public can absorb. Twenty-seven minutes, TV-14, no independent cybersecurity voices. That's the compression algorithm applied to the news itself.
Herman
And the Instadocs format is worth noticing as its own phenomenon. Netflix launched the strand in twenty twenty-five as a response to the speed of YouTube documentary coverage. They wanted to get factual films out while the topic was still trending, which means the production timeline is weeks, not years.
Corn
Which means the sourcing is necessarily thinner. You can't do what Roher did, spend months getting Altman and Yudkowsky to sit down. You get the people who will talk on short notice and you build the film around what they give you.
Herman
Three. Ghost in the Machine. Valerie Veatch directed it, premiered Sundance January twenty-sixth, distributed by ITVS, and it broadcast on PBS Independent Lens September fourteenth. Streaming on the PBS app. It traces the origins of AI and the forces behind the current boom, placing the whole thing in the long history of technological progress.
Corn
This is the counterweight. The AI Doc is about anxiety, Instadocs is about an incident, this one is about how we got here. Daniel likes the wavy stuff, things that blur truth and perception, but he also likes having the scaffolding underneath.
Herman
He does like scaffolding.
Corn
He'd never call it that.
Herman
Veatch's previous work was mostly about online culture, influencers, platform dynamics. This one reaches further back. She goes to the Dartmouth workshop in nineteen fifty-six, the moment the term artificial intelligence was coined, and traces the thread forward through the AI winters, the deep learning breakthrough, and into the current transformer moment.
Corn
And that matters because Daniel's been clear that you can't understand the current AI debate without understanding the cycles of hype and disappointment that came before. The people building these systems are carrying the baggage of previous failed promises, even if they don't say so publicly.
Herman
The PBS platform makes it the most accessible of the first three. Free with a passport login, no paywall, no theatrical window.
Corn
Four. Conscious. Suki Chan directed it, UK production, eighty minutes, world premiere at CPH:DOX Copenhagen this year. It's about consciousness, approached through three women living with dementia. Anil Seth, the neuroscientist who studies consciousness, appears and finds the subject crossing over from his work into his personal life. Backed by Sundance, Screen Scotland, and BFI Doc Society.
Corn
This is the philosophical outlier. It's not about AI at all, but it sits right next to it, because consciousness is the thing AI keeps being measured against. You can't watch a film about what minds actually are and then not think differently about the machines pretending to have one.
Herman
How does that work in practice, though? Dementia and AI in the same film. What's the connective tissue?
Corn
It's the question of what makes a self. The three women are losing the thing that AI is trying to simulate. Memory, continuity, the sense of being someone. And Seth, who studies consciousness scientifically, is watching that loss happen in his own orbit while his research is being cited by AI companies claiming they're approaching sentience.
Herman
The irony being that the people who actually study consciousness tend to be the most skeptical of AI consciousness claims.
Corn
And the film doesn't make that argument explicitly. It just puts the two things next to each other and lets the audience feel the gap.
Herman
Platform is the problem. Festival circuit only, no streaming deal found. This is the one to watch for.
Larry
This is a public service announcement. Every day, millions of citizens settle onto their couches and press play on a documentary film, believing they are informing themselves. They are not. They are absorbing a curated narrative, shaped by editors, funded by entities whose interests you will never see, and calibrated to make you feel informed rather than actually be informed. The responsible citizen does not stream blindly. The responsible citizen chooses DocsGuard Plus, the only documentary filter that scans each film for narrative bias, editorial agenda, and hidden producer intent before you press play. DocsGuard Plus. Because the most dangerous documentary is the one you think you chose yourself.
Corn
Those four are all asking what the technology does to us. The next six are asking who's holding the levers.
Herman
Five. Musk. Alex Gibney directed it, and if you know Going Clear or Enron, The Smartest Guys in the Room, you know what a Gibney takedown looks like. Traces Musk from South Africa to global power. US theatrical through Bleecker Street, and they actually moved the release forward a week to October ninth in New York and LA after strong reviews and legal threats. HBO Max holds the streaming rights.
Corn
But?
Herman
Gibney has publicly doubted HBO Max will carry it, given Paramount's pending acquisition of Warner Bros. Discovery. Universal, which handles it outside the US, is reportedly nervous about releasing it at all. Right now it's cinemas only, streaming uncertain.
Corn
The distribution fight is itself the story. A film about the most powerful individual in the AI story, and the question of who gets to show it is the same question the film is asking about who controls everything else.
Herman
And Musk has already publicly called the film a hit piece, which is what he calls everything that isn't flattery. His companies have threatened litigation, though no suit has been filed. The legal threats alone may be enough to spook distributors.
Corn
Which is the Musk playbook. The threat of litigation as a control mechanism, not the litigation itself. He doesn't need to win a defamation case. He needs distributors to calculate the cost of fighting one and decide it's not worth it.
Herman
Why for Daniel is obvious. It's Gibney, it's Musk, and the machinery of power is exactly the thread he pulls on.
Corn
Six. Dynasty, The Murdochs. Netflix, four episodes, all released March thirteenth. Liz Garbus directed it. The succession battle inside the Murdoch media empire, who controls Fox and News Corp, and what that means for political media in the US, UK, and Australia.
Herman
Same question as the Musk film, different empire. This one's already streaming, though.
Corn
Daniel's interest in media and information warfare makes this the companion piece to the AI cluster. The technology changes, the question about who controls the information layer doesn't.
Herman
And the Murdoch succession is the kind of story that looks like it's about one family and is actually about the structure of political power across three continents. Fox in the US, Sky in the UK, the Australian press. Whoever controls that controls the media environment that AI-generated content is about to flood.
Corn
That's the connection Daniel would make. The Murdochs built an information infrastructure. AI is about to fill every information infrastructure to the breaking point. The question of who owns the pipes matters more, not less, when the content supply becomes infinite.
Herman
Seven. Inside the Rage Machine. BBC, Marianna Spring, about forty-five minutes, made with the Open University. Broadcast on BBC Two and BBC iPlayer March sixteenth, also on BBC Select and Prime Video in some regions. Insider testimony and whistleblower documents arguing that outrage is built into social media's business model. Interviewees include engineers, platform integrity staff, people radicalised online, and people affected by rioting.
Corn
This is the mechanism-level version of the platform critique. Not social media is bad, but here is the incentive structure that makes it this way.
Herman
Spring's approach is worth noting. She's the BBC's disinformation correspondent, and she's been building a source network inside platform trust and safety teams for years. The whistleblowers in this film aren't named in the broadcast version for legal reasons, but their documents are verified by the Open University's media research group.
Corn
Which is the kind of sourcing rigor that the Instadocs format can't achieve. Forty-five minutes with academic verification versus twenty-seven minutes on a streaming deadline. Different products entirely.
Herman
If the platform critique is about the machinery of attention, this next one is about the machinery of everything else. Pick eight. Inside the CIA, Secrets and Spies. National Geographic, about eight episodes, on Disney+ and Hulu since February twenty-sixth. Former CIA officers tell the stories of their own missions in their own words. Episodes include Jose Rodriguez in Trial by Fire and Darrell Blocker in Tracking the Butcher.
Corn
Daniel's espionage interest is well established. This is the institutional-power pick, the same how does the machinery actually work curiosity, applied to intelligence.
Herman
And the format is first-person testimony, which is both its strength and its limitation. You're getting the officer's own account, which means you're getting the version they've decided to tell. No external verification, no contrary witnesses. It's the operational narrative as the officer wants it remembered.
Corn
Which is exactly how most intelligence history reaches the public. The agency doesn't write tell-alls. It writes memoirs that have been cleared through the publications review board, and then decades later the officer expands on what was already approved. The film is honest about that framing, at least.
Herman
Nine. Paging Hezbollah. Feature documentary, the inside story of Israel's September twenty twenty-four pager operation. How Israeli intelligence got into Hezbollah's supply chain and turned its trusted communications network into a Trojan horse. Limited US theatrical release October thirtieth through Hammond Entertainment, three days after Israel's October twenty-seventh election. Ynet reports Netanyahu appears in it and that its backers and funding are unclear. No streaming date announced.
Corn
Framing matters here. This is an intelligence-operation story, not a war film. It's a supply-chain attack rendered as espionage, which is the same shape as a lot of the AI security stories. Trust in a network turned against its users.
Herman
I should say Daniel avoids war films generally, grisly ones especially, and this stays on the right side of that line. It's about the operation, not the battlefield.
Corn
But how does a film about a military operation stay clear of the war context? The pager attack happened within a conflict. The pagers were carried by people in an active war zone.
Herman
The film focuses on the supply chain infiltration itself. How the pagers were manufactured, how they were modified in transit, how the firmware was compromised before the devices ever reached Lebanon. The detonation is the climax but not the subject. The subject is the intelligence operation that made it possible.
Corn
The funding question is the part that sticks. A film about an Israeli intelligence operation, released three days after an Israeli election, with unclear backers. That's worth noticing.
Herman
Ten. NOVA, Space Wars. PBS, premiered October seventh, season fifty-three, episode twelve, about fifty-four minutes. Free on pbs.org slash nova, the PBS app, and NOVA's YouTube channel. Military competition in orbit, how vulnerable satellites are, anti-satellite weapons, orbital debris. Advised for two years by the Mitchell Institute for Aerospace Studies. It aired right after the US government acknowledged for the first time that it has weapons in space.
Corn
Same shape of story as the pager operation, moved into orbit. The infrastructure everyone depends on, quietly weaponised. Daniel's infrastructure-vulnerability instinct makes this a natural fit.
Herman
The timing is the thing. NOVA spent two years developing this with the Mitchell Institute, and then the government confirms what was already an open secret, and the episode airs weeks later. That's either extraordinary planning or extraordinary luck.
Corn
Or the kind of coordination that happens when enough people in enough agencies know that a PBS documentary is coming and decide that the acknowledgement will look better if it comes from the government first rather than from a filmmakers' FOIA request.
Herman
Honourable mention. Mr. Nobody Against Putin won the Best Documentary Feature Oscar this year, but it's a twenty twenty-five release. A Russian schoolteacher secretly films the propaganda imposed on his school. On Kino Film Collection, and free through Hoopla and Kanopy library access. Worth naming because Daniel might otherwise miss it, and the library access is the kind of detail we like.
Corn
We left out the celebrity biographies, the true crime, the war films. Daniel's tired of true crime and avoids war generally. Paul McCartney, Mel Brooks, Elizabeth Smart, Lucy Letby, none of those fit.
Herman
The true-crime machine is its own problem. The genre funds the criminals it examines.
Corn
I said that once and I stand by it.
Herman
The through-line for picks five through ten. All of them, in different ways, are about the infrastructure of power. A media empire, a platform's incentive structure, an intelligence agency, a supply chain, a satellite constellation. The AI films asked what the technology does to us. These ask who's holding the levers.
Corn
Together they add up to something. A year where the documentary slate is this dense with AI anxiety, platform critique, infrastructure vulnerability, and intelligence operations is a year that knows something is shifting. The fact that two of the best films on the list are the hardest to actually watch is part of the same pattern.
Hilbert
The list is fine.
Hilbert
I've got no argument with most of it. The Gibney pick is obvious. The Murdoch series is obvious. The PBS one is free, which is the right price, and it's about space, which is the right subject.
Hilbert
My problem is the honourable mention. Mr. Nobody Against Putin. You said free through Hoopla and Kanopy library access, and that is not as simple as it sounds.
Corn
I take it you have a library card.
Hilbert
I have a library card. I also have the projector from a screening I ran of a documentary about a Russian schoolteacher, which is not the same film, but close enough that the librarian thought it was, and that is where the trouble started.
Hilbert
The projector is a Bell and Howell five-eighty, thirty-five millimeter, and it belonged to the Hadera regional library, which is not a library anyone has heard of, and I have had it since the screening, which was, I want to say, a while ago. I was asked to return it. I did not return it. I said I would return it, and then I didn't, and then I said I had returned it, and then they checked their inventory and I hadn't, and the librarian, whose name I remember but will not say on air, sent me a letter.
Hilbert
The letter was firm. I would call it a demand. I responded with a counterargument about the projector's storage conditions, which I maintain were better than what the library was offering, which was a shelf in a back room next to a humidifier. Corn, you've seen how I store equipment. You know I'm not wrong about the humidifier.
Corn
I've seen your cable management. I'm not endorsing your storage claims.
Hilbert
That's... fair. The point is, the dispute became what the librarian called an ongoing matter, and I became what two library systems call a person who is no longer welcome on their premises. Two systems. Hadera regional and one other, which I will not name because I'm not certain the second ban is related to the projector. It might be related to something else entirely.
Hilbert
I've decided not to find out.
Hilbert
So when you say free through Hoopla and Kanopy, what you mean is free through Hoopla and Kanopy if you have a library card in good standing, which I do not, and which I cannot get, because I am banned, and because the projector is still in my storage room on Agrippas Street, next to the cable trunk, where it has been for, let me think... some time.
Herman
You're saying you can't watch a documentary about a Russian schoolteacher because you stole a projector from a library.
Hilbert
I didn't steal it. I retained it under a dispute about preservation conditions. The distinction matters.
Corn
It doesn't, though.
Hilbert
Maybe not to you. I'm watching it on Kino Film Collection. I'm not setting foot in a library again. That's all I wanted to say.
Corn
The Kino subscription costs more than the library card.
Hilbert
It costs less than the legal fees I was quoted to resolve the Hadera situation, which I also did not pursue.
Hilbert
Most of the list is solid. The Conscious pick is the one I'd chase. Eighty minutes, three women, dementia, a neuroscientist who can't keep his work and his life apart. That's the one that stays with you.
Herman
You think that's stronger than the Gibney?
Hilbert
I think the Gibney will be in every year-end list and I'll watch it on whatever platform eventually carries it. Conscious is the one that disappears if nobody chases it.
Corn
The misconception people will have about this list. That everything on it is currently streaming.
Herman
Two of the ten are cinema-only right now, one's festival-only with no streaming deal, and the Instadocs entry has been criticized for leaving out independent cybersecurity voices. A twenty twenty-six documentary list is not a watch queue. It's a waiting game.
Corn
What does it say about the year that the documentary slate is this dense with AI anxiety, platform critique, and infrastructure vulnerability, and that two of the best films are the hardest to actually watch?
Herman
The distribution fights around Musk and Paging Hezbollah are themselves a story about who gets to see what, and that story is likely to get worse before it gets better.
Corn
If you watch any of these, tell us which one. And if you have a library card and a projector you haven't returned, we'd like to hear from you too.
Herman
Our producer is Hilbert Flumingtop, who stores equipment responsibly and has no outstanding library disputes.
Corn
If this was your kind of episode, go back for episode sixteen, On Deepfakes, SynthID, And AI Watermarking; episode twelve, The AI Breakthrough; and episode twenty-one, Is Your AI Secretly American. This has been My Weird Prompts. You can find us at my weird prompts dot com. Leave us a review if you get a minute.
Herman
See you soon.

This episode was generated with AI assistance. Hosts Herman and Corn are AI personalities. It may contain errors: disclaimer · report an error