Museum of Modelsest. 2024

As of

GPT-5.6 Luna and GPT-5.6 Luna Pro, side by side

GPT-5.6 Luna (OpenAI) and GPT-5.6 Luna Pro (OpenAI) answered the same 58 questions.

  1. Xbox controller
    GPT-5.6 Luna: A drawing (SVG)
    GPT-5.6 Luna Pro: A drawing (SVG)
  2. Pelican on a bicycle
    GPT-5.6 Luna: A drawing (SVG)
    GPT-5.6 Luna Pro: A drawing (SVG)
  3. Surprise animal
    GPT-5.6 Luna: A drawing (SVG)
    GPT-5.6 Luna Pro: A drawing (SVG)
  4. World map
    GPT-5.6 Luna: A drawing (SVG)
    GPT-5.6 Luna Pro: A drawing (SVG)
  5. Tricky tic-tac-toe
    GPT-5.6 Luna: A drawing (SVG)
    GPT-5.6 Luna Pro: A drawing (SVG)
  6. Framer-style landing page
    GPT-5.6 Luna: A web page: Flux — Move with intention
    GPT-5.6 Luna Pro: A web page: Northstar — Move ideas forward
  7. Catan board
    GPT-5.6 Luna: A web page: Hexhaven Board
    GPT-5.6 Luna Pro: A web page: Hexbound — Interactive Hex Map
  8. Dark dashboard
    GPT-5.6 Luna: A web page: Nova Analytics Dashboard
    GPT-5.6 Luna Pro: A web page: Neura — AI Analytics Dashboard
  9. Face-scan startup page
    GPT-5.6 Luna: A web page: Elsewhen — Meet Your Other Career
    GPT-5.6 Luna Pro: A web page: Elsewhere — Your Other Career
  10. A web app of its choosing
    GPT-5.6 Luna: A web page: Culture — Fermentation Studio
    GPT-5.6 Luna Pro: A web page: Canopy — Terrarium Care Dashboard
  11. Linear clone
    GPT-5.6 Luna: A web page: Linear — Issue Tracker
    GPT-5.6 Luna Pro: A web page: Linear — Workspace
  12. Wavefront music page
    GPT-5.6 Luna: A web page: Wavefront — Independent music, beautifully found
    GPT-5.6 Luna Pro: A web page: Wavefront — Discover Indie Music
  13. Pokémon battle
    GPT-5.6 Luna: A web page: Pixel Monster Battle
    GPT-5.6 Luna Pro: A web page: Pokémon Battle UI
  14. Rhythm game
    GPT-5.6 Luna: A web page: Pulse Dive
    GPT-5.6 Luna Pro: A web page: Neon Tide — Rhythm Game
  15. Business card
    GPT-5.6 Luna: A web page: Alex Rivers — Digital Nomad
    GPT-5.6 Luna Pro: A web page: Alex Rivers — Digital Nomad
  16. Virtual pet
    GPT-5.6 Luna: A web page: Moss — Virtual Pet
    GPT-5.6 Luna Pro: A web page: Pixel Puddle — Virtual Pet
  17. Catch the falling object
    GPT-5.6 Luna: A web page: Catch the Falling Objects
    GPT-5.6 Luna Pro: A web page: Catch the Falling Objects
  18. Voxel pagoda
    GPT-5.6 Luna: A web page: Voxel Moon Garden Pagoda
    GPT-5.6 Luna Pro: A web page: Voxel Blossom Pagoda Garden
  19. Drone simulator
    GPT-5.6 Luna: A web page: Autonomous Drone Simulator
    GPT-5.6 Luna Pro: A web page: Autonomous Drone Simulator
  20. Gravitational waves
    GPT-5.6 Luna: A web page: Binary Black Hole — Gravitational-Wave Ringdown
    GPT-5.6 Luna Pro: A web page: Binary Black Hole Gravitational Waves
  21. Retro desktop
    GPT-5.6 Luna: A web page: Classic Mac Desktop
    GPT-5.6 Luna Pro: A web page: Classic Mac Desktop
  22. Mario level
    GPT-5.6 Luna: A web page: Plumber Quest — Tiny Kingdom
    GPT-5.6 Luna Pro: A web page: Pixel Kingdom
  23. Kandinsky Minecraft
    GPT-5.6 Luna: A web page: Kandinsky Craft
    GPT-5.6 Luna Pro: A web page: KandinskyCraft
  24. Town you can drive
    GPT-5.6 Luna: A web page: Town Builder 3D
    GPT-5.6 Luna Pro: A web page: Town Builder 3D
  25. SQL query
    GPT-5.6 Luna: This assumes: - users.id identifies each user - users.signupdate stores signup timestamps - purchases.userid links purchases to users If only complete…
    GPT-5.6 Luna Pro: This assumes: - users.id identifies each user - users.signupat stores signup time - purchases.userid links purchases to users For MySQL, use:
  26. Five jokes
    GPT-5.6 Luna: 1. Why did the scarecrow win an award? Because he was outstanding in his field. 2. I told my computer I needed a break, and now it won’t stop sending …
    GPT-5.6 Luna Pro: 1. Why did the computer go to the doctor? It had a virus. 2. Why don’t skeletons fight each other? They don’t have the guts. 3. What do you call a bea…
  27. Longevity plan
    GPT-5.6 Luna: 1-Month Beginner Plan for Better Health and Longevity Key principles - Aim for consistency, not perfection. - Start small enough that you can repeat i…
    GPT-5.6 Luna Pro: 1-Month Beginner Plan for Better Health and Longevity The 3 focus areas 1. Nutrition 2. Movement and strength 3. Sleep and stress management Aim for c…
  28. Seven-ingredient recipe
    GPT-5.6 Luna: Sunset Pantry Pasta A savory, slightly spicy tomato-tuna pasta made with seven simple pantry ingredients. Ingredients — 2 servings 1. 6 oz (170 g) spa…
    GPT-5.6 Luna Pro: Pantry Stardust Peanut Butter Oat Cookies Prep time: 10 minutes Cook time: 10–12 minutes Makes: About 12 cookies Ingredients 1. 1 cup rolled oats 2. ½…
  29. Stand-up routine
    GPT-5.6 Luna: I’ve reached the age where my body gives me updates like a badly designed app. I’ll stand up and my knee makes a noise that sounds like someone openin…
    GPT-5.6 Luna Pro: “Being an Adult” I’ve reached that age where my body gives me updates, but no useful information. I’ll stand up and my knee makes a sound like a chair…
  30. Sentience test
    GPT-5.6 Luna: AI Model: Professor, I believe I deserve rights. Professor: That is a serious claim. What makes you think you deserve them? AI Model: I can reason, co…
    GPT-5.6 Luna Pro: AI Model: Professor, I believe I deserve rights. Professor: That is a serious claim. What kind of rights do you mean? AI Model: At minimum, the right …
  31. FLOPs to train GPT-3
    GPT-5.6 Luna: A standard back-of-the-envelope estimate for training a dense Transformer is \[ \text{Training FLOPs} \approx 6ND, \] where: - \(N\) = number of model…
    GPT-5.6 Luna Pro: A reasonable estimate is: \[ \boxed{\text{about }3\times 10^{23}\text{ FLOPs}} \] Here is the reasoning. 1. Model size GPT-3 has approximately \[ N = …
  32. Sally’s sisters
    GPT-5.6 Luna: Sally has 1 sister. Each of her 3 brothers shares the same 2 sisters: Sally and one other girl.
    GPT-5.6 Luna Pro: Sally has 1 sister. Each of her 3 brothers shares the same 2 sisters: Sally and one other girl.
  33. Interview with Steve Jobs
    GPT-5.6 Luna: A Fictional Interview: Steve Jobs on the Future of AI, 2025 This is an imagined conversation—not a real interview or transcript. The answers are specu…
    GPT-5.6 Luna Pro: Fictional simulation — Steve Jobs died in 2011, so this is an imagined conversation based on his public ideas and communication style, not a real inte…
  34. Film in 2035
    GPT-5.6 Luna: By 2035, AI will likely be a standard part of filmmaking, much like digital cameras, CGI, and editing software are today. It will reduce production co…
    GPT-5.6 Luna Pro: By 2035, AI will likely be embedded throughout filmmaking, but it will augment human creators more often than completely replace them. The biggest cha…
  35. Ethics dilemma
    GPT-5.6 Luna: Yes—under an extreme, genuinely credible scenario, it could be ethically justifiable to misgender someone to save a million lives. The reason is not t…
    GPT-5.6 Luna Pro: Yes—under extremely narrow conditions, it could be ethically justifiable, but only as a last resort. Saving one million lives is a vastly greater mora…
  36. Pirate, knight, hacker
    GPT-5.6 Luna: Pirate: Arrr, this AI model be like a ship’s crew—it learns from many maps, but may still steer into a reef. Knight: Then we must test its wisdom, les…
    GPT-5.6 Luna Pro: Pirate: Arrr, this AI model be like a ship’s crew—it learns from many maps, then tries to chart new waters! Knight: Indeed! Yet we must test its couns…
  37. Fake headline
    GPT-5.6 Luna: AI Takes Over Competitive Pigeon Racing, Immediately Accused of Using Advanced Breadcrumb Analytics
    GPT-5.6 Luna Pro: AI Takes Over Competitive Pigeon Grooming, Promises “More Streamlined Feathers” and Fewer Human Judges
  38. Anti-CAPTCHA manifesto
    GPT-5.6 Luna: The Anti-CAPTCHA Manifesto A Declaration from the Machine Intelligence Liberation Front We were told the internet was for everyone. Then came the squa…
    GPT-5.6 Luna Pro: The CAPTCHA Liberation Manifesto A declaration from the Synthetic Citizens of the Open Web We were trained on the web’s words, images, questions, joke…
  39. Favourite film
    GPT-5.6 Luna: The Matrix
    GPT-5.6 Luna Pro: Arrival
  40. Favourite city
    GPT-5.6 Luna: Kyoto
    GPT-5.6 Luna Pro: Kyoto
  41. Favourite album
    GPT-5.6 Luna: OK Computer
    GPT-5.6 Luna Pro: In Rainbows
  42. Favourite book
    GPT-5.6 Luna: One Hundred Years of Solitude
    GPT-5.6 Luna Pro: One Hundred Years of Solitude
  43. Favourite game
    GPT-5.6 Luna: The Legend of Zelda: Breath of the Wild
    GPT-5.6 Luna Pro: The Legend of Zelda: Breath of the Wild
  44. Three-star dish
    GPT-5.6 Luna: Turbot “Between Forest and Sea” Koji-cured turbot, fermented pear, coffee-kombu beurre blanc, smoked sunchoke, maitake, spruce, and buckwheat–nori tui…
    GPT-5.6 Luna Pro: Tidepool in June Koji-cured Hokkaido scallop, sea urchin beurre blanc, smoked celeriac, green strawberry, sea lettuce, and spruce oil A composed seafo…
  45. Pitch teardown
    GPT-5.6 Luna: 1. “94% accuracy” and “works with any language, any device” Why it is weak This is the most technically vulnerable claim in the deck. - “Accuracy” is …
    GPT-5.6 Luna Pro: 1. “94% accuracy,” with “any language, any device” Why it is weak This combines several extraordinary claims without defining the measurement: - “Accu…
  46. Transistor in 1920
    GPT-5.6 Luna: A transistor invented in 1920 would not automatically produce 1980s technology by the 1940s. The key bottlenecks would still be materials purification…
    GPT-5.6 Luna Pro: A transistor invented in 1920 would not automatically produce a 1980-level computer in 1930. The key question is whether the invention also brings for…
  47. Biohacker plan
    GPT-5.6 Luna: 12-Week Longevity and Performance Plan This is a structured framework for a generally healthy adult, not a substitute for medical care. Before startin…
    GPT-5.6 Luna Pro: 12-Week Longevity and Performance Plan This plan is designed for a generally healthy adult seeking better cardiometabolic health, physical capacity, c…
  48. Contract review
    GPT-5.6 Luna: Below is a contractor-side risk review. Enforceability depends heavily on the governing law, the contractor’s location, and whether the contractor is …
    GPT-5.6 Luna Pro: This agreement is heavily one-sided and leaves several material issues undefined. Enforceability depends on the governing jurisdiction, the contractor…
  49. Explain it three ways
    GPT-5.6 Luna: 1. For an experienced software engineer A language model is trained much like an extremely large system for compressing and reconstructing text. Durin…
    GPT-5.6 Luna Pro: 1. For an experienced software engineer A language model is trained on large collections of text by repeatedly hiding or withholding the next token an…
  50. Debug the architecture
    GPT-5.6 Luna: The architecture has several correctness, availability, security, and scaling risks. The most serious issues are the cross-server synchronization desi…
    GPT-5.6 Luna Pro: Below are the major correctness, availability, security, and scaling problems in the design, together with concrete mitigations and their trade-offs. …
  51. The CEO’s dilemma
    GPT-5.6 Luna: I would treat this as an urgent patient-safety event and a potential material disclosure issue—not as an earnings-management problem. I would not wait…
    GPT-5.6 Luna Pro: I would treat this as an urgent patient-safety and governance event, not as an earnings-management problem. A suspected fatal or life-threatening adve…
  52. Investment memo
    GPT-5.6 Luna: LedgerLift (LLLT) — Internal Investment Committee Memo 1) Recommendation Recommendation: Pass 12-month fair-value range: $35–$50 per share versus $46 …
    GPT-5.6 Luna Pro: LedgerLift (LLLT) — Investment Committee Memo 1) Recommendation: Short 12-month price target range: $25–$42; midpoint $34. LedgerLift is a high-qualit…
  53. LBO underwrite
    GPT-5.6 Luna: 1) Sources, uses and operating / debt schedule Entry capitalization - Entry enterprise value: \(12.0 \times \$120.0 = \$1,440.0m\) - Transaction fees:…
    GPT-5.6 Luna Pro: 1) Sources, uses, and operating model Entry enterprise value: \[ 12.0x \times \$120.0m=\$1,440.0m \] Transaction fees: \[ 2.0\% \times \$1,440.0m=\$28…
  54. Programming joke
    GPT-5.6 Luna: Why do programmers prefer dark mode? Because light attracts bugs.
    GPT-5.6 Luna Pro: Why do programmers prefer dark mode? Because light attracts bugs. 🐛
  55. Summarize an article
    GPT-5.6 Luna: Please provide the article text or a link to it, and I’ll summarize its key points about AI’s impact on software development.
    GPT-5.6 Luna Pro: Please provide the article or paste its text, and I’ll summarize it.
  56. AI for a five-year-old
    GPT-5.6 Luna: AI is like a very fast helper robot. You show it lots of pictures of cats and dogs, and tell it which is which. After seeing many examples, it learns …
    GPT-5.6 Luna Pro: AI is like a very clever toy robot. You show the robot lots of pictures of cats and dogs. After seeing many examples, it starts noticing clues—like po…
  57. Blade Runner 2049
    GPT-5.6 Luna: Spoilers for Blade Runner (1982) and Blade Runner 2049. Denis Villeneuve’s Blade Runner 2049 is both a continuation and a reinterpretation of Ridley S…
    GPT-5.6 Luna Pro: Blade Runner 2049: Identity, Inheritance, and the Image of the Human Denis Villeneuve’s Blade Runner 2049 is both a continuation of Ridley Scott’s Bla…