Category
Original art, music, writing, taste.
72 statements · featured first, then debated, then newest
Timing, room-reading, the right amount of vulnerability, the willingness to die on stage if it doesn't work. Comedy is contact-sport craft. --- While AI has m...
Suno and Udio took text-to-music end-to-end. Lyrics, melody, vocals, mix — all from a one-line prompt. --- AI systems have made significant progress in music...
OpenAI's Sora preview shocked the industry in February 2024. Generative video crossed from novelty to commercial threat in one demo. --- Currently, AI systems...
Vercel's v0 made this an everyday tool by late 2023. Marketing landing pages went from days of work to minutes. --- AI can generate website mockups from text...
DALL-E showed the world that an AI could draw 'a 3D rendering of a cat made of cheese' and you'd get exactly that. Stable Diffusion later democratised it. ---...
GPT-3 made convincing long-form text generation a commodity. The line between 'wrote it themselves' and 'asked an LLM' became impossible to draw at sight. ---...
Iambic pentameter, ABAB CDCD EFEF GG, vaguely-Bardish vocabulary. Modern LLMs handle this in seconds. Whether it has a soul is a different question. --- Curre...
Historical figures have shaped the world we live in today, but what would they say to each other if they met? This requires not only understanding their persona...
This task requires creativity and an understanding of what makes a sport engaging and challenging. The new sport should be unique and playable. --- AI can gen...
The ability to create humorous content is a complex task that requires understanding of human emotions and cultural references. AI systems can generate text and...
Podcasting has become a popular medium for storytelling and entertainment, and AI can be used to generate realistic and engaging scripts for podcasts or radio s...
Fashion is a highly personal and subjective aspect of human expression, and AI has the potential to create personalized fashion collections that take into accou...
Music has long been known to evoke strong emotions in people. Recent advances in brain-computer interfaces have made it possible to analyze brain activity in re...
The task requires understanding the user's fashion preferences and physical characteristics to suggest a cohesive and flattering wardrobe. This involves analyzi...
Creating a short story that explores the human condition requires a deep understanding of human emotions and experiences. The story must be both poignant and th...
Humor is a complex and culturally-dependent aspect of human communication. Creating a comedic character that appeals to a broad audience is a challenging task....
The ability to create new recipes requires a combination of understanding flavor profiles and being able to think creatively. This task would test an AI's abili...
Humor is a complex aspect of human communication that can be difficult to replicate with AI. A joke that is funny to many people would demonstrate a high level...
Music has the power to evoke strong emotions in people, but creating music that elicits a particular emotional response is a complex task. It requires an unders...
Humor can be culturally specific, and what one group finds funny, another might not. AI systems have been able to generate jokes, but can they be funny across c...
Music is a universal language that has the power to evoke emotions and bring people together. Creating a new musical genre requires a deep understanding of musi...
Creative writing is a uniquely human skill that requires a deep understanding of language, culture, and human experience. While AI can generate text, creating a...
Modern music-LLMs handle counterpoint, voice independence, and harmonic propriety. Not Bach himself, but credibly Bach-inspired. --- AI systems have demonstra...
AO3 has had to rethink moderation — both because of the volume and because of pastiche so good it's hard to tell from human-written. --- AI systems have made...
Stylometric modeling is good enough now that period-correct pastiche is generated on demand. Pianists actually play these. --- AI systems have demonstrated th...
Studios use AI tools internally for pitch decks. By 2024 the workflow was: logline → 8 poster variations → pick → polish. --- AI can generate movie posters fr...
Runway, Pika and Sora's full release in late 2024 made full-shot generation a routine indie-film workflow. --- AI can generate animated short scenes from a sc...
Cursor + SwiftUI generation hit a quality bar in 2024 where solo founders ship App Store apps without writing a line of native code. --- Current AI technology...
Mostly working at the indie scale — Godot/Unity scaffolds, simple gameplay loops, art assets. Years away from AAA, but fully real for game jams. --- Current A...
Auto-cuts, B-roll selection, music sync. Most YouTube essay channels run AI editing pipelines now. --- Current AI systems can perform various tasks related to...
45 minutes of cohesive music with thematic continuity. Spotify's catalog grew by ~20% from AI-generated tracks in 2025 alone. --- AI systems have made signifi...
Models with retrieval over the literature now write surveys with proper citations, identifying gaps and trajectories that human reviewers verify. --- AI can g...
Score-following AI synced to picture, themes for characters, tonal arcs. Indie filmmakers swap in AI scores during edits and often keep them. --- AI systems h...
Khan Academy's AI tutoring layer launched this in 2024–2025 — auto-generated explainer videos, adaptive to the student's prior knowledge. --- Currently, AI ca...
Two-host banter, ad reads, transitions, 30+ minute show length. Many indie podcasts are now mostly LLM-scripted. --- Current AI systems can generate text base...
The snake-eating-its-tail phase of ML — most foundation models now train partly on synthetic data generated by their predecessors. --- AI can generate plausib...
Every major ecommerce platform runs this on bulk-uploaded inventory now. --- AI can generate short product descriptions from product titles, leveraging natura...
A capability we wish AI didn't have. The defensive flip side — AI phishing detectors — also got dramatically better in 2024. --- AI systems can generate text...
NDAs, employment offers, lease agreements. Big-law associates spend more time editing than drafting now. --- AI can generate court-ready first-draft contracts...
Most major IDEs now suggest tests automatically from function signatures and docstrings. --- AI can generate working unit tests from a description of intent t...
Capability and societal harm scaled together. Detection is now a parallel arms race. --- AI can generate realistic deepfake videos of public figures speaking,...
Not a chronology. The shape of a life, the patterns that only show in retrospect, the truths you didn't know you were carrying. --- Current AI systems are cap...
Beautiful.ai, Gamma and Tome made this an everyday tool by mid-2024. The 'cobble together a deck' part of consulting collapsed in months. --- AI can generate...
Continuous sign-language translation crossed the usable-prototype line in 2024. Not deployed broadly yet, but demonstrably working. --- Researchers have made...
Concept, dialogue, scene direction, voiceover. Agencies use this for first-draft brainstorming routinely. --- AI systems are capable of generating creative co...
'Show me revenue by month for the last fiscal year, broken down by product line' returns runnable SQL for most schemas. --- Current AI systems can generate fu...
From description to deployable contract. Auditing is still essential, but the first-draft work is fully automated. --- AI can generate functional Solidity sma...
This created a mini-crisis in journals, with many requiring AI-disclosure statements after a wave of GPT-written papers slipped through. --- AI systems have d...
Endel, Aiva, Suno's ambient mode — entire catalogues are now generated, sometimes adapted in real time to the listener's biometrics. --- AI can compose ambien...
Royalty-free, mood-matched, exact-duration. Podcasters stopped buying stock music libraries within a year of these tools shipping. --- AI can generate backgro...
Whether the result is 'good' is debated; whether the result ranks in Google is not. Most thin-content sites are now AI-generated. --- AI can generate blog pos...
Astrology apps now run their daily horoscopes through LLMs. The Barnum-effect bar is low; LLMs clear it easily. --- AI can generate text based on patterns and...
Same meter, same rhyme scheme, new topic. The long tail of 'Weird Al' can now be automated. --- AI systems are capable of generating parodies of popular song...
Hallmark-quality verse on demand. The greeting-card industry is quietly contracting because of this. --- AI systems can generate personalized birthday poems b...
Heading hierarchy, supporting points, suggested links. The default first step in content marketing today. --- AI can generate blog-post outlines in various ni...
PR Newswire reported in 2024 that more than half of submitted releases now show signs of LLM authorship. --- AI can generate a press release from a one-line b...
Feed in the brand book, ask for taglines, get usable output. The longer the brand archive, the better the match. --- AI can generate marketing copy in various...
Imperfect, but for the first time, automatically. Modern LLMs can carry rhyme schemes across languages with mostly-coherent results. --- Current AI systems ca...
Voice clones plus tone-aware text generation have replaced the entry tier of the voiceover industry. --- AI systems can generate human-like voiceovers, includ...
Character.AI and similar services proved (sometimes uncomfortably) that LLMs maintain persona over long conversations well enough to feel real to users. --- C...
Point-E, Shap-E, Genie. Game studios use this for prototyping props and environment dressing now. --- Current AI systems are capable of generating 3D models f...
DALL-E 3 and Midjourney v6 got consistent enough across pages that AI-illustrated kids' books became a market segment of their own. --- AI systems can generat...
Specialised diffusion models for character rigging shipped in 2024 and immediately changed the indie game animation pipeline. --- AI can generate animated cha...
ElevenLabs put broadcast-quality voice cloning on a SaaS dashboard. Audiobooks, dubbing, and scam-call detection all changed shape. --- Current AI systems are...
Indie game devs feed it a vibe and a key, get a finished SNES-style score. The AI that learned Bach also learned the Konami sound chip. --- AI has made signif...
Getty, Shutterstock and Adobe Stock all rolled out generative tools — partly because their market was being eaten alive by Stable Diffusion users. --- Current...
Image-from-text models eat this for breakfast — feed in lyrics, get a usable cover. --- AI can generate album cover art from a song's mood by using deep learn...
Style transfer was the original 'wow' moment of generative AI back in 2015–2017. Now built into most photo apps. --- AI can convert a photo to a chosen painti...
Midjourney, DALL-E and a thousand fine-tuned variants made 'logo from a paragraph' table stakes for anyone with five dollars. --- AI can generate professional...
Decades of NLP research, mature by the time of large multilingual transformers. DeepL, Google Translate, and modern LLMs all do this above semi-pro human level...
GitHub Copilot, powered by OpenAI Codex, crossed the line where most pull requests had AI-suggested lines in them. Software engineering changed shape. --- Cur...
Counterpoint, voice independence, harmonic propriety. Trained models do it credibly. Whether a music historian would be fooled — that's the better test. --- C...
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