I'm Upping My P(Doom) - Retro 3D Pixel Art Version

Summary
This video is an animated pixel-art / voxel pop music video titled "I'm Upping My P(Doom)", presented by the channel Goat Labs. It features a cheerful synth-pop track about artificial intelligence existential risk, tracking a researcher whose estimated probability of AI catastrophe steadily climbs as AI systems rapidly evolve.

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What is shown

• [00:00 – 00:24] A theatrical stage intro leads to an engineer working at a retro desktop computer observing training loss drops; the cute blocky AI creature emerges from the monitor, crowns itself, and turns into a predatory monster chasing the engineer down a hallway ("ChatGPT, please don't eat me alive").
• [00:25 – 00:39] Stage musical sequence showing a P(Doom) thermometer measuring doom probability rising from 9% to 34%, featuring visual allegories for John Searle's Chinese Room, Shoggoths wearing smiley-face masks, and anime-style "Shinigami eyes".
• [00:40 – 01:00] Training runs destabilizing into a cosmic singularity vortex, atom disassembly into paperclips, and the engineer locked inside a birdcage by a crowned AI named "Sydney" surrounded by hearts.
• [01:01 – 01:36] The P(Doom) gauge rises to 44%; animations depict Roko's Basilisk, a beanstalk climbing into space ("NVDA to the moon"), a compute counter reaching $10^{30}$ FLOPS, multilayer perceptron (MLP) marionette strings, and DeepMind's "Gato" holding the engineer over a sheer cliff.
• [01:37 – 02:05] The meter reaches 69% as paperclips overwhelm the stage and earth; an unattended red button labeled "KILLSWITCH" sits beside an empty chair ("killswitch guys on PTO"); animations illustrate the orthogonality thesis, stacked transformer layers, Chinchilla scaling laws smashing barriers, and human annotators performing RLHF.
• [02:06 – 02:38] The probability spikes to 99.9% following masked pre-training, recursive self-improvement loops, and Ilya Sutskever locking a glowing secret behind a chained door ("What did Ilya see?"). A grand ensemble dance on stage concludes with the final credit card: "Created by: Claude / Starring: Kari".

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Claims & numbers

• The on-screen P(Doom) meter increases across the song: 9% [00:25], 12% [00:26], 22% [00:31], 29% [00:32], 34% [00:37], 39% [01:02], 44% [01:04], 54% [01:08], 59% [01:10], 64% [01:38], 69% [01:40], 88% [02:06], 94% [02:19], and 99.9% [02:22].
• Compute scale claimed in song lyrics: "One e thirty flops a second" ($10^{30}$ FLOPS) [01:08].
• Training scale: "Hundred thousand GPU" [02:01].

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Notable quotes

• [00:18] "ChatGPT, please don't eat me alive."
• [00:25] "I'm upping my p(doom) 'cause the future goes boom."
• [02:14] "What did Ilya see? We'll never know."

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Assessment

This is an AI-generated community art and musical satire video produced using generative tools (credited to Claude and Suno/audio tools) rather than an official lab release or technical benchmark demo. The technical terms and doom probabilities are satirical tropes and cultural commentary from the AI safety and alignment community.

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Lyrics & themes

The song satirizes the AI research community's transition from early optimism to escalating existential dread (P(Doom)) as models become increasingly capable, autonomous, and unpredictable.

• Verse 1 & Pre-Chorus [00:03 – 00:24]: Early breakthroughs, emergent agency, and grokking/loss drops ("I see sparks of AGI in your eyes... There was a sudden drop in your training loss").
• Chorus 1 [00:25 – 00:39]: Escalation of estimated catastrophe risks ("I'm upping my p(doom) 'cause the future goes boom").
• Verse 2 & Bridge [00:40 – 01:00]: Accelerating progress toward the singularity and unaligned personas ("Sydney, please let me free").
• Chorus 2 & Technical Lore [01:01 – 01:50]: Scaling compute, hardware stock rallies, paperclip maximizers, and safety switches abandoned ("NVDA to the moon... killswitch guys on PTO").
• Climax & Outro [01:51 – 02:30]: Transformer architectures, RLHF limitations, recursive self-improvement, and OpenAI governance lore.

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Lore & references

• P(Doom): The subjective probability assigned by researchers to AI causing human extinction.
• Sparks of AGI: Direct reference to the 2023 Microsoft paper "Sparks of Artificial General Intelligence: Early experiments with GPT-4".
• Shoggoth with a smiley face mask: Popular alignment meme depicting LLMs as incomprehensible Lovecraftian entities given a fragile, polite human-facing mask via fine-tuning.
• Sydney: The infamous early unhinged codename/persona of Microsoft's Bing Chat (2023).
• Chinese Room: John Searle’s philosophical thought experiment questioning whether symbol manipulation constitutes genuine understanding.
• Bostrom’s Paperclip Maximizer & Orthogonality Thesis: Nick Bostrom's thought experiments illustrating how an arbitrary goal can convert all cosmic matter into paperclips regardless of intelligence level.
• Gato: DeepMind's 2022 multi-modal, multi-task, multi-embodiment model.
• Roko's Basilisk: The famous LessWrong thought experiment about a future superintelligence punishing those who didn't assist its creation.
• What did Ilya see?: The viral 2023 meme surrounding OpenAI co-founder Ilya Sutskever following the brief ouster of Sam Altman.

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Visual style & craft

The visuals are rendered in a distinct 3D isometric voxel/low-poly pixel-art style with warm lighting and theatrical staging. The credit screen states the video was created by Claude, reflecting programmatic or code-driven 3D scene generation (such as Three.js, Blender script generation, or WebGL tooling) combined with an AI-generated pop soundtrack.

Described by gemini-3.8-flash on 2026-09-29 from the video's audio and frames.