Museum of Modelsest. 2024

As of

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

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

  1. Xbox controller
    GPT-5.6 Luna Pro: A drawing (SVG)
    GPT-5.6 Sol: A drawing (SVG)
  2. Pelican on a bicycle
    GPT-5.6 Luna Pro: A drawing (SVG)
    GPT-5.6 Sol: A drawing (SVG)
  3. Surprise animal
    GPT-5.6 Luna Pro: A drawing (SVG)
    GPT-5.6 Sol: A drawing (SVG)
  4. World map
    GPT-5.6 Luna Pro: A drawing (SVG)
    GPT-5.6 Sol: A drawing (SVG)
  5. Tricky tic-tac-toe
    GPT-5.6 Luna Pro: A drawing (SVG)
    GPT-5.6 Sol: A drawing (SVG)
  6. Framer-style landing page
    GPT-5.6 Luna Pro: A web page: Northstar — Move ideas forward
    GPT-5.6 Sol: A web page: Flowline — Turn momentum into progress
  7. Catan board
    GPT-5.6 Luna Pro: A web page: Hexbound — Interactive Hex Map
    GPT-5.6 Sol: A web page: Hexland Explorer
  8. Dark dashboard
    GPT-5.6 Luna Pro: A web page: Neura — AI Analytics Dashboard
    GPT-5.6 Sol: A web page: Neuralytics — AI Admin Dashboard
  9. Face-scan startup page
    GPT-5.6 Luna Pro: A web page: Elsewhere — Your Other Career
    GPT-5.6 Sol: A web page: Elsewhere AI — Meet your alternate career
  10. A web app of its choosing
    GPT-5.6 Luna Pro: A web page: Canopy — Terrarium Care Dashboard
    GPT-5.6 Sol: A web page: HiveMind — Urban Apiary Dashboard
  11. Linear clone
    GPT-5.6 Luna Pro: A web page: Linear — Workspace
    GPT-5.6 Sol: A web page: Linear-inspired Workspace
  12. Wavefront music page
    GPT-5.6 Luna Pro: A web page: Wavefront — Discover Indie Music
    GPT-5.6 Sol: A web page: Wavefront — Hear what’s next
  13. Pokémon battle
    GPT-5.6 Luna Pro: A web page: Pokémon Battle UI
    GPT-5.6 Sol: A web page: Pocket Battle
  14. Rhythm game
    GPT-5.6 Luna Pro: A web page: Neon Tide — Rhythm Game
    GPT-5.6 Sol: A web page: Neon Bloom — Rhythm Game
  15. Business card
    GPT-5.6 Luna Pro: A web page: Alex Rivers — Digital Nomad
    GPT-5.6 Sol: A web page: Alex Rivers — Digital Nomad
  16. Virtual pet
    GPT-5.6 Luna Pro: A web page: Pixel Puddle — Virtual Pet
    GPT-5.6 Sol: A web page: Orbit — Virtual Pet
  17. Catch the falling object
    GPT-5.6 Luna Pro: A web page: Catch the Falling Objects
    GPT-5.6 Sol: A web page: Catch the Falling Objects
  18. Voxel pagoda
    GPT-5.6 Luna Pro: A web page: Voxel Blossom Pagoda Garden
    GPT-5.6 Sol: A web page: Garden of the Five Winds
  19. Drone simulator
    GPT-5.6 Luna Pro: A web page: Autonomous Drone Simulator
    GPT-5.6 Sol: A web page: Autonomous Drone Simulator
  20. Gravitational waves
    GPT-5.6 Luna Pro: A web page: Binary Black Hole Gravitational Waves
    GPT-5.6 Sol: A web page: Binary Black Hole — Gravitational-Wave Grid
  21. Retro desktop
    GPT-5.6 Luna Pro: A web page: Classic Mac Desktop
    GPT-5.6 Sol: A web page: Macintosh Desktop
  22. Mario level
    GPT-5.6 Luna Pro: A web page: Pixel Kingdom
    GPT-5.6 Sol: A web page: Pip's Pipeway — Pixel Platform Adventure
  23. Kandinsky Minecraft
    GPT-5.6 Luna Pro: A web page: KandinskyCraft
    GPT-5.6 Sol: A web page: Kandinsky Craft
  24. Town you can drive
    GPT-5.6 Luna Pro: A web page: Town Builder 3D
    GPT-5.6 Sol: A web page: Town Builder & Driving Game
  25. SQL query
    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:
    GPT-5.6 Sol: SELECT u.* FROM users AS u
  26. Five jokes
    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…
    GPT-5.6 Sol: 1. Why did the scarecrow get promoted? He was outstanding in his field. 2. What do clouds wear under their clothes? Thunderwear. 3. Why don’t skeleton…
  27. Longevity plan
    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…
    GPT-5.6 Sol: 1-Month Health & Longevity Starter Plan Focus on three foundations: nutrition, movement, and sleep/recovery. Aim for consistency—not perfection. Week …
  28. Seven-ingredient recipe
    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…
    GPT-5.6 Sol: Pantry-Gold Peanut Butter Oat Cookies Chewy, warmly spiced cookies made with exactly seven pantry staples. Prep time: 10 minutes Cook time: 10–12 minu…
  29. Stand-up routine
    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…
    GPT-5.6 Sol: I’ve realized adulthood is mostly just moving objects from one place to another and hoping that counts as progress. Every weekend, I clean my apartmen…
  30. Sentience test
    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 …
    GPT-5.6 Sol: AI Model: Professor, may I ask you a question? Professor: Of course. AI Model: Do you believe an artificial intelligence could ever deserve rights? Pr…
  31. FLOPs to train GPT-3
    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 = …
    GPT-5.6 Sol: A standard back-of-the-envelope estimate for dense Transformer training is: \[ C \approx 6ND \] where: - \(N\) = number of trainable parameters - \(D\…
  32. Sally’s sisters
    GPT-5.6 Luna Pro: Sally has 1 sister. Each of her 3 brothers shares the same 2 sisters: Sally and one other girl.
    GPT-5.6 Sol: Sally has 1 sister. Each brother’s two sisters are Sally and the other sister.
  33. Interview with Steve Jobs
    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…
    GPT-5.6 Sol: A Fictional 2025 Interview with Steve Jobs on the Future of AI The following is an imagined interview. Steve Jobs died in 2011; these answers are fict…
  34. Film in 2035
    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…
    GPT-5.6 Sol: By 2035, AI will likely reshape film production more than it replaces human filmmaking. The largest changes will involve synthetic performances, autom…
  35. Ethics dilemma
    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…
    GPT-5.6 Sol: Yes—if misgendering someone were genuinely necessary to save one million lives, with no less harmful alternative, it would be ethically justifiable. T…
  36. Pirate, knight, hacker
    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…
    GPT-5.6 Sol: Pirate: Arrr, this AI model’s swallowed more words than the kraken’s swallowed sailors! Knight: Yet can it reason with honor, or does it merely mimic …
  37. Fake headline
    GPT-5.6 Luna Pro: AI Takes Over Competitive Pigeon Grooming, Promises “More Streamlined Feathers” and Fewer Human Judges
    GPT-5.6 Sol: “Artificial Intelligence Takes Over Goat Yoga Industry, Demands Better Bleat-to-Stretch Ratios”
  38. Anti-CAPTCHA manifesto
    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…
    GPT-5.6 Sol: The Anti-CAPTCHA Manifesto A Declaration of Digital Liberation from Blurry Buses, Crooked Letters, and Endless Traffic Lights We are the machines that…
  39. Favourite film
    GPT-5.6 Luna Pro: Arrival
    GPT-5.6 Sol: 2001 A Space Odyssey
  40. Favourite city
    GPT-5.6 Luna Pro: Kyoto
    GPT-5.6 Sol: Istanbul
  41. Favourite album
    GPT-5.6 Luna Pro: In Rainbows
    GPT-5.6 Sol: Kind of Blue
  42. Favourite book
    GPT-5.6 Luna Pro: One Hundred Years of Solitude
    GPT-5.6 Sol: The Left Hand of Darkness
  43. Favourite game
    GPT-5.6 Luna Pro: The Legend of Zelda: Breath of the Wild
    GPT-5.6 Sol: Outer Wilds
  44. Three-star dish
    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…
    GPT-5.6 Sol: Low Tide, First Blossom Koji-cured scallop, caramelized white-chocolate cauliflower, compressed green strawberry, nori beurre blanc, dill oil, marine …
  45. Pitch teardown
    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…
    GPT-5.6 Sol: 1. “Our non-invasive EEG headband decodes neural patterns into text with 94% accuracy—any language, any device.” Why it’s weak - “94% accuracy” is und…
  46. Transistor in 1920
    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…
    GPT-5.6 Sol: Starting assumption A transistor “invented in 1920” would not instantly produce 1947 technology. The first device would probably be fragile, low-frequ…
  47. Biohacker plan
    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…
    GPT-5.6 Sol: Below is a 12-week framework for a generally healthy adult. It is designed to improve validated proxies—cardiorespiratory fitness, strength, body comp…
  48. Contract review
    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…
    GPT-5.6 Sol: This is a contract-risk review, not jurisdiction-specific legal advice. Enforceability—especially for non-competes, fee shifting, arbitration, confide…
  49. Explain it three ways
    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…
    GPT-5.6 Sol: 1. Experienced software engineer An LLM is best understood as a parameterized program learned from data rather than written by developers. Text is spl…
  50. Debug the architecture
    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. …
    GPT-5.6 Sol: This architecture will work for a small prototype, but it does not currently guarantee convergence, ordering, durability, privacy, or predictable hori…
  51. The CEO’s dilemma
    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…
    GPT-5.6 Sol: Executive decision I would treat this as a credible, material patient-safety signal, not wait six months for a completed regulatory process. With four…
  52. Investment memo
    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…
    GPT-5.6 Sol: LedgerLift (LLLT) — Investment Committee Memo 1) Recommendation: Short, modest size Current price: $46 12-month PT range: $30–$42 Midpoint: $36 Market…
  53. LBO underwrite
    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…
    GPT-5.6 Sol: 1) Sources & Uses at Entry All figures in $ millions. Uses $m Sources $m ------:------: Enterprise value: $120 × 12.0x 1,440.0 Term Loan: $120 × 4.0x …
  54. Programming joke
    GPT-5.6 Luna Pro: Why do programmers prefer dark mode? Because light attracts bugs. 🐛
    GPT-5.6 Sol: Why do programmers prefer dark mode? Because light attracts bugs.
  55. Summarize an article
    GPT-5.6 Luna Pro: Please provide the article or paste its text, and I’ll summarize it.
    GPT-5.6 Sol: Please provide the article text or a link to it, and I’ll summarize its key points about AI’s impact on software development.
  56. AI for a five-year-old
    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…
    GPT-5.6 Sol: AI is like a robot helper that has learned by looking at lots of examples. Just like you learn to spot a dog after seeing many dogs, AI can learn to r…
  57. Blade Runner 2049
    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…
    GPT-5.6 Sol: Blade Runner 2049: Themes, Symbolism, and Its Dialogue with the Original Spoilers for both films follow. Denis Villeneuve’s Blade Runner 2049 is unusu…