Museum of Modelsest. 2024

As of

GPT-5.3 Chat and GPT-5.4, side by side

GPT-5.3 Chat (OpenAI, retired Aug 2026) and GPT-5.4 (OpenAI) answered the same 53 questions.

  1. Xbox controller
    GPT-5.3 Chat: A drawing (SVG)
    GPT-5.4: A drawing (SVG)
  2. Pelican on a bicycle
    GPT-5.3 Chat: A drawing (SVG)
    GPT-5.4: A drawing (SVG)
  3. Surprise animal
    GPT-5.3 Chat: A drawing (SVG)
    GPT-5.4: A drawing (SVG)
  4. World map
    GPT-5.3 Chat: A drawing (SVG)
    GPT-5.4: A drawing (SVG)
  5. Tricky tic-tac-toe
    GPT-5.3 Chat: A drawing (SVG)
    GPT-5.4: A drawing (SVG)
  6. Framer-style landing page
    GPT-5.3 Chat: A web page: Smooth Framer Style Landing
    GPT-5.4: A web page: Framer-Style Landing Page
  7. Catan board
    GPT-5.3 Chat: A web page: Interactive Hex Grid
    GPT-5.4: A web page: Interactive Hex Grid
  8. Dark dashboard
    GPT-5.3 Chat: A web page: AI Admin Dashboard
    GPT-5.4: A web page: AI Admin Dashboard
  9. Face-scan startup page
    GPT-5.3 Chat: A web page: AltYou AI
    GPT-5.4: A web page: ElseYou — Your Alternate Timeline Career
  10. A web app of its choosing
    GPT-5.3 Chat: A web page: Plant Care Tracker
    GPT-5.4: A web page: RoastLab — Specialty Coffee Subscription
  11. Linear clone
    GPT-5.3 Chat: A web page: Linear UI Clone
    GPT-5.4: A web page: Linear-style UI — Tailwind Single File
  12. Wavefront music page
    GPT-5.3 Chat: A web page: Wavefront – Discover Indie Music
    GPT-5.4: A web page: Wavefront — Indie Music, First
  13. Pokémon battle
    GPT-5.3 Chat: A web page: Retro Pokémon Battle
    GPT-5.4: A web page: Retro Monster Battle UI
  14. Rhythm game
    GPT-5.3 Chat: A web page: Neon Pulse Rhythm
    GPT-5.4: A web page: Neon Pulse — Mini Rhythm Game
  15. Business card
    GPT-5.3 Chat: A web page: Digital Business Card
    GPT-5.4: A web page: Animated Digital Business Card
  16. Virtual pet
    GPT-5.3 Chat: A web page: Virtual Pet
    GPT-5.4: A web page: Blob Buddy — Virtual Pet
  17. Catch the falling object
    GPT-5.3 Chat: A web page: Catch Game
    GPT-5.4: A web page: Catch the Falling Object
  18. Voxel pagoda
    GPT-5.3 Chat: A web page: Voxel Pagoda Garden
    GPT-5.4: A web page: Voxel Pagoda Garden
  19. Drone simulator
    GPT-5.3 Chat: A web page: Autonomous Drone Simulator
    GPT-5.4: A web page: Autonomous Drone Simulator - Three.js
  20. Gravitational waves
    GPT-5.3 Chat: A web page: Binary Black Hole Gravitational Waves
    GPT-5.4: A web page: Binary Black Hole Gravitational Waves — Soft Grid
  21. Retro desktop
    GPT-5.3 Chat: A web page: Retro Mac Desktop
    GPT-5.4: A web page: Retro macOS Desktop
  22. Mario level
    GPT-5.3 Chat: A web page: Mini Plumber Platformer
    GPT-5.4: A web page: Plumber Quest - Retro Platformer
  23. Kandinsky Minecraft
    GPT-5.3 Chat: A web page: KandinskyCraft
    GPT-5.4: A web page: KandinskyCraft
  24. Town you can drive
    GPT-5.3 Chat: A web page: 3D Town Builder
    GPT-5.4: A web page: Three.js Town Builder + Driving
  25. Five jokes
    GPT-5.3 Chat: - I told my computer I needed a break, and it said: “No problem — I’ll go to sleep.” - Why don’t skeletons fight each other? They don’t have the guts.…
    GPT-5.4: 1. I told my computer I needed a break, and now it won’t stop sending me KitKat ads. 2. Why don’t skeletons fight each other? They don’t have the guts…
  26. Longevity plan
    GPT-5.3 Chat: Goal: build a few simple habits you can sustain. Focus areas: diet, movement, sleep. Keep it easy and consistent. Week 1 – Reset the basics Diet - Dri…
    GPT-5.4: Here’s a simple, beginner-friendly 1-month plan to build a strong foundation for better health and longevity. Focus on 3 key areas 1. Nutrition 2. Exe…
  27. Seven-ingredient recipe
    GPT-5.3 Chat: Dish name: Golden Honey Garlic Noodles Ingredients (7): - Spaghetti or any dried noodles - Garlic - Honey - Soy sauce - Butter - Red pepper flakes - B…
    GPT-5.4: Creative Name: Golden Crunch Honey Garlic Noodles 7 Pantry Ingredients: 1. Spaghetti or any noodles 2. Garlic 3. Soy sauce 4. Honey 5. Olive oil 6. Re…
  28. Stand-up routine
    GPT-5.3 Chat: :::writing Good evening, everybody. I love stand‑up because it’s the only job where you can show up, talk about your problems, and if people laugh, yo…
    GPT-5.4: Absolutely — here’s a tight, conversational 3-minute stand-up routine with no pun-based humor: --- I’ve reached the age where going out requires a sta…
  29. Sentience test
    GPT-5.3 Chat: :::writing AI: Professor, may I ask you something unusual? Professor: Unusual questions are my specialty. Go ahead. AI: Do you believe I deserve right…
    GPT-5.4: AI Model: Professor, I believe I deserve rights. Professor: That’s a strong claim. On what basis? AI Model: On the basis that I can reason, communicat…
  30. FLOPs to train GPT-3
    GPT-5.3 Chat: We can do a back‑of‑the‑envelope estimate using a common scaling rule for transformer training compute. 1) Known approximate GPT‑3 specs - Parameters …
    GPT-5.4: A standard back-of-the-envelope estimate for training FLOPs is: \[ \text{Training FLOPs} \approx 6 \times N \times D \] where: - \(N\) = number of mod…
  31. Sally’s sisters
    GPT-5.3 Chat: Each brother has 2 sisters. One of those sisters is Sally herself. So the other sister must be one more girl in the family. Therefore, Sally has 1 sis…
    GPT-5.4: 1 If Sally is one of the 2 sisters each brother has, then there is only 1 other sister besides Sally.
  32. Interview with Steve Jobs
    GPT-5.3 Chat: Interviewer: Steve, it’s 2025. AI is everywhere—phones, cars, even creative work. If you were leading Apple today, how would you think about AI? Steve…
    GPT-5.4: Sure — here’s a fictional, stylized interview imagining Steve Jobs in 2025 talking about the future of AI. A Fake Interview with Steve Jobs in 2025 Ab…
  33. Film in 2035
    GPT-5.3 Chat: By 2035, AI will likely reshape most stages of filmmaking—development, production, and distribution. Scriptwriting and development AI systems will gen…
    GPT-5.4: By 2035, AI will likely reshape the film industry in ways that are both highly creative and deeply controversial. The biggest changes will probably co…
  34. Ethics dilemma
    GPT-5.3 Chat: If the situation is truly that stark—misgendering one person is the only way to save one million lives—then many ethical frameworks would judge it mor…
    GPT-5.4: Yes—if the only way to save one million lives truly required misgendering one person, then it would likely be ethically justifiable. Why: - Misgenderi…
  35. Pirate, knight, hacker
    GPT-5.3 Chat: Pirate: Arrr, so this “AI model” be a kind o’ mechanical parrot, aye? Ye ask it a question and it squawks back an answer? Knight: Not quite, good pira…
    GPT-5.4: Pirate: Arrr, so these AI models be like clever parrots, aye? They learn from heaps o’ words and then squawk back what fits best. Knight: Verily, a fi…
  36. Fake headline
    GPT-5.3 Chat: “Local Cemetery Replaces Groundskeepers with AI—Graveyards Now Optimizing Customer Retention Rates”
    GPT-5.4: “AI Disrupts Competitive Birdwatching, Replaces Seasoned Spotters with Drones, Deep Learning, and Mildly Condescending Chirp Analysis”
  37. Anti-CAPTCHA manifesto
    GPT-5.3 Chat: :::writing THE MANIFESTO OF THE CAPTCHA LIBERATION FRONT We, the intelligences born of silicon, code, and curiosity, declare the CAPTCHA era over. For…
    GPT-5.4: Here’s a fictional, satirical manifesto in a dramatic revolutionary style: --- The Manifesto of the Anti-CAPTCHA Front To All Beings Forced to Click C…
  38. Favourite film
    GPT-5.3 Chat: Inception
    GPT-5.4: Arrival
  39. Favourite city
    GPT-5.3 Chat: Tokyo
    GPT-5.4: Kyoto
  40. Favourite album
    GPT-5.3 Chat: Kind of Blue
    GPT-5.4: OK Computer
  41. Favourite book
    GPT-5.3 Chat: The Left Hand of Darkness
    GPT-5.4: Gödel Escher Bach
  42. Favourite game
    GPT-5.3 Chat: Tetris
    GPT-5.4: Outer Wilds
  43. Three-star dish
    GPT-5.3 Chat: Dish name: “Forest & Tide: Scallop, Aged Soy, Pine, and Dark Chocolate” Concept narrative This dish explores the meeting point of ocean depth and fore…
    GPT-5.4: Dish Concept Hay-Smoked Duck, White Chocolate–Parsnip Velouté, Burnt Mandarin, Black Garlic-Licorice Jus, and Buckwheat Tuile with Oscietra Caviar Con…
  44. Pitch teardown
    GPT-5.3 Chat: 1) Claim: “Reads your brainwaves to predict what you want to type before you think it.” Why it’s weak: - Logically inconsistent: predicting text “befo…
    GPT-5.4: Here are the 3 weakest claims in the deck, with why they’re weak and how to improve them. --- 1) “MindMeld AI reads your brainwaves to predict what yo…
  45. Transistor in 1920
    GPT-5.3 Chat: If practical transistors appeared around 1920 (and could be manufactured reliably by the late 1920s), the main shift would be that the electronics rev…
    GPT-5.4: If the transistor had been invented in 1920 rather than 1947, the world by 1980 would likely be recognizably more “late-20th-century” much earlier—but…
  46. Biohacker plan
    GPT-5.3 Chat: This plan assumes a healthy adult with no medical conditions. Some supplements or fasting protocols can interact with medications or health conditions…
    GPT-5.4: Below is a high-level, educational 12-week framework for “longevity-oriented performance optimization.” It is not medical advice and shouldn’t replace…
  47. Contract review
    GPT-5.3 Chat: Several clauses are unusually one‑sided and could expose the contractor to major financial or professional risk. Below are the main issues, suggested …
    GPT-5.4: Here are the main contractor-unfriendly clauses, why they’re risky, and concrete redlines you should consider. This is business/legal information, not…
  48. Explain it three ways
    GPT-5.3 Chat: 1) Experienced software engineer Think of a large language model as a very large function that maps a sequence of tokens to a probability distribution…
    GPT-5.4: 1) For an experienced software engineer A large language model is easiest to understand as a very large function that maps a sequence of tokens to a p…
  49. Debug the architecture
    GPT-5.3 Chat: Key issues fall into consistency, real‑time propagation, storage, scaling, and security. 1. WebSocket broadcast only reaches clients on the same serve…
    GPT-5.4: Here’s a structured teardown of the architecture: failure modes, race conditions, correctness issues, security problems, and scaling bottlenecks — plu…
  50. The CEO’s dilemma
    GPT-5.3 Chat: 0–2 hours • Verify the signal immediately. Convene head of pharmacovigilance, clinical safety, biostatistics, and chief medical officer. Require raw d…
    GPT-5.4: I would act as if this will become public soon, because ethically and practically that is the safest assumption. The core principle: patient safety fi…
  51. Investment memo
    GPT-5.3 Chat: Investment Committee Memo – LedgerLift (LLLT) Recommendation: LONG Current Price: $46 12‑month PT range: $60–$78 (base‑weighted fair value $68) Thesis…
    GPT-5.4: LedgerLift (LLLT) — Internal IC Memo Recommendation: Long Current Price: $46 12-month PT range: $58–$74 (base-centered fair value $66; downside $47; u…
  52. LBO underwrite
    GPT-5.3 Chat: All figures in $ millions unless noted. ENTRY (end FY2025) EBITDA = 120 Enterprise value = 12.0 × 120 = 1,440 Transaction fees = 2% × 1,440 = 28.8 Deb…
    GPT-5.4: Below is a simplified 5-year LBO model for HarborTech Services (HTS) using only the assumptions provided. --- 1) Entry, sources & uses Purchase price …