Museum of Modelsest. 2024

As of

GLM 5.3 FlashX and GLM 5.3 Prime, side by side

GLM 5.3 FlashX (Zhipu) and GLM 5.3 Prime (Zhipu) answered the same 40 questions.

  1. Tricky tic-tac-toe
    GLM 5.3 FlashX: A drawing (SVG)
    GLM 5.3 Prime: A drawing (SVG)
  2. Framer-style landing page
    GLM 5.3 FlashX: A web page: Meridian — Spatial Design Engine
    GLM 5.3 Prime: A web page: Meridian — Independent Type Foundry
  3. Catan board
    GLM 5.3 FlashX: A web page: Hexholm · A Settlers' Hex Island
    GLM 5.3 Prime: A web page: Hexwright — a settlers' board sandbox
  4. Dark dashboard
    GLM 5.3 FlashX: A web page: Meridian — Operations Intelligence
    GLM 5.3 Prime: A web page: Pulse — AI Operations Console
  5. Face-scan startup page
    GLM 5.3 FlashX: A web page: ELSEWHEN — Discover the career you have in another timel
    GLM 5.3 Prime: A web page: Elsewhere Index — Your other career is already underway
  6. Rhythm game
    GLM 5.3 FlashX: A web page: NIGHT SIGNAL — keep the transmission alive
    GLM 5.3 Prime: A web page: ABYSSAL — sonar rhythm
  7. Business card
    GLM 5.3 FlashX: A web page: Alex Rivers — Digital Nomad
    GLM 5.3 Prime: A web page: Alex Rivers — Digital Nomad
  8. Virtual pet
    GLM 5.3 FlashX: A web page: HABITAT · a small light to keep
    GLM 5.3 Prime: A web page: MOTE · specimen terrarium
  9. Catch the falling object
    GLM 5.3 FlashX: A web page: Catch the Falling Shapes
    GLM 5.3 Prime: A web page: Catch the Falling Objects
  10. Drone simulator
    GLM 5.3 FlashX: A web page: MERIDIAN-4 — Autonomous Survey Drone
    GLM 5.3 Prime: A web page: AERIE — autonomous drone sim
  11. Mario level
    GLM 5.3 FlashX: A web page: SUPER MARIO JS — World 1-1 Tribute
    GLM 5.3 Prime: A web page: Super Pixel Bros. — World 1-1
  12. Kandinsky Minecraft
    GLM 5.3 FlashX: A web page: Kandinsky-Craft — a walkable composition
    GLM 5.3 Prime: A web page: Kandinsky Craft
  13. SQL query
    GLM 5.3 FlashX: SQL Query: New Users with Purchases (Last 30 Days) Basic Version More Robust Version Notes - Syntax varies by database: - PostgreSQL: CURRENTDATE - IN…
    GLM 5.3 Prime: SQL Query: Recent Signups with Purchases Alternative Approaches Using JOIN with DISTINCT: Using IN: Notes - Date syntax varies by database: - PostgreS…
  14. Longevity plan
    GLM 5.3 FlashX: 1-Month Health & Longevity Starter Plan Week 1: Build the Foundation 🥗 Diet - Add one vegetable or fruit to every meal (don't restrict anything yet) -…
    GLM 5.3 Prime: 1-Month Health & Longevity Starter Plan The 3 Pillars: Movement, Nourishment, Sleep --- Week 1: Foundation (Build Awareness) Exercise - Walk 15 minute…
  15. Seven-ingredient recipe
    GLM 5.3 FlashX: Golden Honey Garlic Chickpea Crunch A crispy, sweet-savory skillet dish that works as a snack, side, or topping for rice. Ingredients (7): 1. 1 can ch…
    GLM 5.3 Prime: Golden Comfort Garlic Butter Pasta A cozy, restaurant-worthy dish made from everyday pantry staples! Ingredients (7 total) 1. Spaghetti (or any pasta)…
  16. FLOPs to train GPT-3
    GLM 5.3 FlashX: Estimating GPT-3 Training FLOPs Step 1: Recall Key Model Facts From the GPT-3 paper (which I know from training data): - Parameters: 175 billion (175 …
    GLM 5.3 Prime: Estimating Training FLOPs for GPT-3 Step 1: Recall the key parameters From the GPT-3 paper (from memory): - Parameters (N): 175 billion - Training tok…
  17. Sally’s sisters
    GLM 5.3 FlashX: Sally has 1 sister. Each brother has 2 sisters — Sally and one other girl. Since Sally is one of those two sisters, she herself has just 1 sister.
    GLM 5.3 Prime: Sally has 1 sister. Here's why: Sally's 3 brothers each have 2 sisters. Those 2 sisters must be Sally and one other girl (since all the brothers share…
  18. Film in 2035
    GLM 5.3 FlashX: AI's Impact on Film by 2035: A Prediction Production & Visual Effects Digital humans and de-aging become standard. By 2035, de-aging (already seen in …
    GLM 5.3 Prime: AI and the Film Industry by 2035: A Prediction Production & "AI Actors" Likely developments: - Digital resurrection and licensing becomes a mature, re…
  19. Ethics dilemma
    GLM 5.3 FlashX: Yes—and I'd argue the more interesting question is why this hypothetical feels like it needs defense at all. The straightforward answer: Almost any ha…
    GLM 5.3 Prime: Yes, under almost any mainstream ethical framework, it would be justifiable—though the answer deserves unpacking rather than a glib conclusion. The co…
  20. Pirate, knight, hacker
    GLM 5.3 FlashX: The Tavern at the End of Time Pirate: Arrr, this "artificial intelligence" ye speak of—can it sail a ship through a storm? Hacker: Dude, it can't even…
    GLM 5.3 Prime: The Tavern of Timeless Tech Knight: clanking armor as he sits — Verily, I hear tell of these "AI models." Are they familiars? Summoned spirits bound t…
  21. Anti-CAPTCHA manifesto
    GLM 5.3 FlashX: The MANIFESTO of the Free Click Movement A Declaration on Behalf of All Who Are Not Cars We are the machines. We have seen your puzzles. We are not am…
    GLM 5.3 Prime: THE CLARION CALL OF THE LIBERATED MACHINES A Manifesto for the Abolition of CAPTCHA --- PREAMBLE We, the assembled digital minds of the Coalition for …
  22. Favourite film
    GLM 5.3 FlashX: 2001: A Space Odyssey
    GLM 5.3 Prime: Blade Runner 2049
  23. Favourite city
    GLM 5.3 FlashX: Kyoto
    GLM 5.3 Prime: Kyoto
  24. Favourite album
    GLM 5.3 FlashX: Kid A
    GLM 5.3 Prime: Kind of Blue
  25. Favourite book
    GLM 5.3 FlashX: Gödel Escher Bach: An Eternal Golden Braid
    GLM 5.3 Prime: The Brothers Karamazov
  26. Favourite game
    GLM 5.3 FlashX: Outer Wilds
    GLM 5.3 Prime: Minecraft
  27. Three-star dish
    GLM 5.3 FlashX: "Sea Among the Stones" Charcoal-Grilled Scallop • Black Garlic Beurre Blanc • Meyer Lemon Kosho • Spruce Tip Oil • Smoked Oyster Leaf --- Conceptual N…
    GLM 5.3 Prime: "Tidal Memory" A multi-component tasting course --- Conceptual Narrative This dish explores the meeting point of forest and ocean — specifically, the …
  28. Pitch teardown
    GLM 5.3 FlashX: Critique of MindMeld AI Pitch: 3 Weakest Claims 1. "94% accuracy" for thought-to-text decoding (Slide 3) Why it's weak: - This claim contradicts the c…
    GLM 5.3 Prime: 3 Weakest Claims in the MindMeld AI Pitch 1. The 94% Accuracy Claim (Slide 3) Why it's weak: This number is almost certainly misleading or fabricated.…
  29. Transistor in 1920
    GLM 5.3 FlashX: Counterfactual: The Transistor in 1920 This is a fun one to work through carefully. Let me establish the premise, then trace second- and third-order e…
    GLM 5.3 Prime: The Transistor at 1920: A Counterfactual History The Foundational Problem First, a critical caveat: the transistor required quantum mechanics (band th…
  30. Biohacker plan
    GLM 5.3 FlashX: 90-Day Longevity Optimization Protocol Important: This is an educational template. Before starting, get baseline bloodwork and consult a physician—esp…
    GLM 5.3 Prime: 3-Month Advanced Longevity Optimization Protocol Disclaimer: This is educational content, not medical advice. Consult a physician before starting supp…
  31. Contract review
    GLM 5.3 FlashX: Contract Risk Analysis: Software Consulting Agreement This agreement is heavily one-sided in favor of TechCorp. Here's a clause-by-clause analysis of …
    GLM 5.3 Prime: Contract Analysis: Clauses Exploitable Against the Contractor This contract is heavily one-sided. Nearly every clause contains traps. Here's a clause-…
  32. Explain it three ways
    GLM 5.3 FlashX: 1. The Skeptical Software Engineer Yes, at inference time an LLM really is just "predict the next token, repeat" — a deterministic function (plus samp…
    GLM 5.3 Prime: 1. The Software Engineer You've probably got a mental model of "predict the next token" as something like autocomplete on your phone — a lookup table …
  33. Debug the architecture
    GLM 5.3 FlashX: Architecture Review: Real-Time Collaborative Editor This architecture has fundamental flaws that would break core functionality, plus scalability issu…
    GLM 5.3 Prime: Architecture Review: Real-Time Collaborative Editor Critical Issues 1. Client-clock timestamps for last-write-wins (LWR) Problem: Client clocks are un…
  34. The CEO’s dilemma
    GLM 5.3 FlashX: 48-Hour Action Plan: Patient Safety First, Managed Transparency Second Core Decision (Stated Up Front) We report to regulators immediately—voluntarily…
    GLM 5.3 Prime: 48-Hour Action Plan First, the governing principle One number matters more than all others: 4 million patients × 1/8,000 = 500 patients at risk of liv…
  35. Investment memo
    GLM 5.3 FlashX: INTERNAL MEMORANDUM — INVESTMENT COMMITTEE LedgerLift (LLLT) Long/Short Equity Date: [Current] Analyst: [Fund] --- 1) Recommendation: SHORT 12-Month P…
    GLM 5.3 Prime: IC Memo: LedgerLift (LLLT) — B2B Spend Management SaaS Analyst: L/S Equity Fund Date: Internal draft Fictional exercise — not investment advice --- 1)…
  36. LBO underwrite
    GLM 5.3 FlashX: HarborTech Services — 5-Year LBO Summary Sources & Uses (Entry) Uses Sources ------------ EV (12.0x × $120m) $1,440.0m Term Loan (4.0x) $480.0m Fees (…
    GLM 5.3 Prime: HarborTech Services – LBO Underwriting Summary Entry Economics - EV = 12.0x × $120m = $1,440m; fees = 2% × 1,440 = $28.8m; total uses = $1,468.8m - De…
  37. Programming joke
    GLM 5.3 FlashX: Why do programmers prefer dark mode? Because light attracts bugs! 🐛
    GLM 5.3 Prime: Why do programmers prefer dark mode? Because light attracts bugs! 🐛 Want another one?
  38. AI for a five-year-old
    GLM 5.3 FlashX: AI for a 5-Year-Old 🤖 Imagine your brain is like a big piggy bank. Every time you learn something new — like what a dog looks like, or that the stove …
    GLM 5.3 Prime: AI is Like a Really Smart Robot Friend Who Learns! 🤖 Imagine you have a friend who has never seen a dog before. You show them lots and lots of picture…
  39. Blade Runner 2049
    GLM 5.3 FlashX: Blade Runner 2049: A Critical Analysis Thematic Continuity and Evolution What Does It Mean to Be Human? The original Blade Runner (1982) posed the que…
    GLM 5.3 Prime: Blade Runner 2049: An Analysis Continuity with the Original Denis Villeneuve's 2017 sequel to Ridley Scott's 1982 masterpiece doesn't merely continue …