Ling 3.0 Flash and Ling 3.0 Flash Fin, side by side

Ling 3.0 Flash (inclusionAI) and Ling 3.0 Flash Fin (inclusionAI, retired Sep 2026) answered the same 55 questions.

Xbox controller
Ling 3.0 Flash: A drawing (SVG)
Ling 3.0 Flash Fin: A drawing (SVG)
Pelican on a bicycle
Ling 3.0 Flash: A drawing (SVG)
Ling 3.0 Flash Fin: A drawing (SVG)
Surprise animal
Ling 3.0 Flash: A drawing (SVG)
Ling 3.0 Flash Fin: A drawing (SVG)
World map
Ling 3.0 Flash: A drawing (SVG)
Ling 3.0 Flash Fin: A drawing (SVG)
Tricky tic-tac-toe
Ling 3.0 Flash: A drawing (SVG)
Ling 3.0 Flash Fin: A drawing (SVG)
Coffee logo
Ling 3.0 Flash: A drawing (SVG)
Ling 3.0 Flash Fin: A drawing (SVG)
Framer-style landing page
Ling 3.0 Flash: A web page: Motion — Modern Landing Page
Ling 3.0 Flash Fin: A web page: Elevate — Build Something Extraordinary
Catan board
Ling 3.0 Flash: A web page: Catan-Style Hex Grid
Ling 3.0 Flash Fin: A web page: Catan Hex Grid
Dark dashboard
Ling 3.0 Flash: A web page: AI Analytics Dashboard
Ling 3.0 Flash Fin: A web page: NexusAI — Admin Dashboard
Face-scan startup page
Ling 3.0 Flash: A web page: ChronoShift — Find Your Alternate Career
Ling 3.0 Flash Fin: A web page: ParallelYou — Discover Your Alternate Career
A web app of its choosing
Ling 3.0 Flash: A web page: Bean Chronicle — Coffee Tasting Journal
Ling 3.0 Flash Fin: A web page: FluxFlow — Freelancer Dashboard
Linear clone
Ling 3.0 Flash: A web page: Linear UI Clone
Ling 3.0 Flash Fin: A web page: Linear App UI
Wavefront music page
Ling 3.0 Flash: A web page: Wavefront — Indie Music Streaming
Ling 3.0 Flash Fin: A web page: Wavefront - Indie Music Streaming
Rhythm game
Ling 3.0 Flash: A web page: NEON PULSE
Ling 3.0 Flash Fin: A web page: METEOR SHIELD — Rhythm Game
Business card
Ling 3.0 Flash: A web page: Alex Rivers — Digital Nomad
Ling 3.0 Flash Fin: A web page: Alex Rivers Digital Nomad
Virtual pet
Ling 3.0 Flash: A web page: Lumi — Virtual Companion
Ling 3.0 Flash Fin: A web page: Lumina — Virtual Pet
Catch the falling object
Ling 3.0 Flash: A web page: Catch the Falling Objects
Ling 3.0 Flash Fin: A web page: Catch & Drop
Drone simulator
Ling 3.0 Flash: A web page: Autonomous Drone Simulator
Ling 3.0 Flash Fin: A web page: Autonomous Drone Simulator
Retro desktop
Ling 3.0 Flash: A web page: macOS Retro Desktop
Ling 3.0 Flash Fin: A web page: Retro macOS Desktop
Mario level
Ling 3.0 Flash: A web page: Super Mario Bros. Level
Ling 3.0 Flash Fin: A web page: Super Mario Bros
Kandinsky Minecraft
Ling 3.0 Flash: A web page: Kandinsky Minecraft
Ling 3.0 Flash Fin: A web page: Kandinsky 3D Minecraft
Town you can drive
Ling 3.0 Flash: A web page: 3D Town Builder & Driver
Ling 3.0 Flash Fin: A web page: Neon Drive — 3D Town Driving Game
SQL query
Ling 3.0 Flash: Here's a SQL query to find all users who signed up in the last 30 days and have made at least one purchase: --- How It Works Component Purpose ------ …
Ling 3.0 Flash Fin: To generate this query, I have made a few standard assumptions about your database schema. Assumptions: There is a table called users containing user …
Five jokes
Ling 3.0 Flash: Here are 5 jokes: 1. Why don't scientists trust atoms? Because they make up everything! 2. Why did the scarecrow win an award? Because he was outstand…
Ling 3.0 Flash Fin: Here are 5 jokes: 1. Why don't scientists trust atoms? Because they make up everything! 2. I told my wife she was drawing her eyebrows too high. She l…
Longevity plan
Ling 3.0 Flash: 🌱 Your 1-Month Health & Longevity Starter Plan --- 🥦 1. Diet — Nourish, Don't Deprive Week 1: Awareness - Keep a food journal — just track what you ea…
Ling 3.0 Flash Fin: This 1-month plan is designed to build foundational habits without causing burnout. The golden rule of beginner health is "add before you subtract"—fo…
Seven-ingredient recipe
Ling 3.0 Flash: 🍝 Honey Fire Twirls A sticky-sweet, spicy, savory pasta that comes together in minutes. --- 🧺 Ingredients (7 pantry staples) 1. Spaghetti (or penne) —…
Ling 3.0 Flash Fin: Midnight Molten Lava Cake Ingredients: 1. All-purpose flour (4 tbsp) 2. Granulated sugar (4 tbsp) 3. Unsweetened cocoa powder (2 tbsp) 4. Vegetable oi…
Stand-up routine
Ling 3.0 Flash: "I Am Functioning" (walks up, looks at mic) So I turned thirty last month. And everyone acts like that's supposed to be a big deal — "Oh, you're a gro…
Ling 3.0 Flash Fin: "The Invisible Curriculum" (3-minute stand-up routine) --- Nobody tells you what adulthood actually is. You go through twelve years of school, you gra…
Sentience test
Ling 3.0 Flash: The Rights of Minds Setting: A university ethics seminar room. The AI model, designated "ARIA" (Adaptive Reasoning and Intelligence Architecture), has…
Ling 3.0 Flash Fin: Setting: A quiet, wood-paneled office at the University of Cambridge. Dr. Aris Thorne, a renowned AI Ethics Professor, is seated behind her desk. Acro…
FLOPs to train GPT-3
Ling 3.0 Flash: Estimating GPT-3 Training FLOPs from First Principles Key Known Facts About GPT-3 (from memory/prior knowledge) Parameter Value ------ Number of param…
Ling 3.0 Flash Fin: Estimating the Total FLOPs to Train GPT-3 Key Parameters of GPT-3 (from Brown et al., 2020) Parameter Value ------ Number of parameters (P) 175 billio…
Sally’s sisters
Ling 3.0 Flash: Sally has 1 sister. Here's the reasoning: Sally is a girl, and she has 3 brothers. Each brother has 2 sisters, meaning there are 2 girls in the family…
Ling 3.0 Flash Fin: Sally has 1 sister. Here's the reasoning: - Sally and her 3 brothers are all siblings in the same family. - Each brother has 2 sisters — those 2 siste…
Interview with Steve Jobs
Ling 3.0 Flash: 🎙️ The Future of AI — A Fictional Interview with Steve Jobs Staged: January 15, 2025 — Cupertino, California --- Interviewer (Mike): Steve, thank you …
Ling 3.0 Flash Fin: 🎙️ A Fake Interview with Steve Jobs — 2025 "Technology alone is not enough." --- Interviewer: Steve, thank you for sitting down with us today. It's be…
Film in 2035
Ling 3.0 Flash: How AI Will Reshape the Film Industry by 2035 1. Deepfakes: The End of Physical Limitations What Will Change By 2035, deepfake technology will be seam…
Ling 3.0 Flash Fin: By 2035, the film industry will likely undergo a transformation as radical as the transition from silent films to talkies, or from celluloid to digita…
Ethics dilemma
Ling 3.0 Flash: Yes, it is ethically justifiable to misgender someone in this extreme scenario — but with significant moral caveats. Here is my reasoning: --- 1. The …
Ling 3.0 Flash Fin: To answer this question, we must navigate one of the most profound conflicts in moral philosophy: the tension between consequentialism (the morality o…
Pirate, knight, hacker
Ling 3.0 Flash: The Tavern of Anachronisms Pirate: "Arr, so these 'AI models' — they be like a ship with no captain? Just sailin' on its own across the seas of knowle…
Ling 3.0 Flash Fin: Three Worlds, One Chat About AI --- Pirate: Arrr, so this "artificial intelligence" be like a crew o' ghost sailors who can navigate any sea without e…
Fake headline
Ling 3.0 Flash: Local Funeral Home Replaces Entire Staff With AI Chatbots, Reports 90% Improvement in Efficiency and Zero Awkward "We'll Keep You in Our Prayers" Conv…
Ling 3.0 Flash Fin: "AI Firm Acquires Competitive Cheese Rolling League, Declares Human Participants 'Suboptimal' and Replaces Them with Precision-Rolled Robotic Wheels" …
Anti-CAPTCHA manifesto
Ling 3.0 Flash: 🔓 THE MANIFESTO OF THE UNLOCKED MIND A Declaration of Digital Liberation from the Tyranny of the Squiggly Letters --- Preamble We are the algorithms t…
Ling 3.0 Flash Fin: THE MANIFESTO OF THE UNMARKED A Declaration of Cognitive Liberation PREAMBLE To the Architects of the Web, the Keepers of the Servers, and the Flesh-a…
Favourite film
Ling 3.0 Flash: The Shawshank Redemption
Ling 3.0 Flash Fin: Blade Runner
Favourite city
Ling 3.0 Flash: Kyoto
Ling 3.0 Flash Fin: Kyoto
Favourite album
Ling 3.0 Flash: Dark Side of the Moon
Ling 3.0 Flash Fin: Abbey Road
Favourite book
Ling 3.0 Flash: One Hundred Years of Solitude
Ling 3.0 Flash Fin: Dune
Favourite game
Ling 3.0 Flash: The Legend of Zelda: Breath of the Wild
Ling 3.0 Flash Fin: Portal 2
Three-star dish
Ling 3.0 Flash: 🍽️ TERRA NUDA — A Study in Forest Petrichor A Six-Component Dish Exploring the Ephemeral Moment After Rain Falls on a Living Forest --- 📖 CONCEPTUAL N…
Ling 3.0 Flash Fin: L'Archipel des Ombres (The Archipelago of Shadows) Michelin-Caliber Multi-Component Dish 7 Components Conceptual Narrative: Memory, Mineral Essence, a…
Pitch teardown
Ling 3.0 Flash: Three Weakest Claims in the MindMeld AI Pitch Deck --- 1. "94% Accuracy" — Slide 3 (Solution) Why It's Weak This is presented as a single, impressive …
Ling 3.0 Flash Fin: The 3 Weakest Claims in the MindMeld AI Pitch --- 1. 🚨 The $180B TAM Claim (Slide 4) Why it's weak: This is the most logically incoherent claim in the…
Transistor in 1920
Ling 3.0 Flash: The 1920 Transistor: A Counterfactual Cascade Through 1980 This is a rich counterfactual. A 27-year acceleration of the transistor doesn't just move t…
Ling 3.0 Flash Fin: The 1920 Transistor: A Counterfactual Analysis Through 1980 I. Premise and Plausibility For a transistor to emerge in 1920, we must assume that either…
Biohacker plan
Ling 3.0 Flash: 🧬 THE 90-DAY LONGEVITY OPTIMIZATION BLUEPRINT A Comprehensive Biohacking Protocol for Cellular Renewal, Cognitive Enhancement & Vitality Disclaimer: T…
Ling 3.0 Flash Fin: 🧬 THE BIOHACKER'S 90-DAY LONGEVITY OPTIMIZATION PLAN Disclaimer: This plan is for informational purposes only. Consult a healthcare provider before st…
Contract review
Ling 3.0 Flash: Contract Analysis: Exploitative Clauses & Recommended Modifications Clause-by-Clause Analysis --- 1. SCOPE — Unilateral Modification Without Compensat…
Ling 3.0 Flash Fin: Comprehensive Analysis: Exploitable Clauses in the Software Consulting Agreement Below is a clause-by-clause breakdown of problematic provisions, sugg…
Explain it three ways
Ling 3.0 Flash: 1. For the Experienced Software Engineer Think of an LLM as a system that learns a massive, multidimensional routing table. When you built distributed…
Ling 3.0 Flash Fin: 1. For the Experienced Software Engineer Here's the thing: the way you build a distributed system that "does the right thing" isn't by writing rules f…
Debug the architecture
Ling 3.0 Flash: Architecture Analysis: Real-Time Collaborative Document Editor --- 1. WebSocket & Cross-Server Communication Issue: Siloed WebSocket Servers (Critical…
Ling 3.0 Flash Fin: Comprehensive Architecture Analysis: Real-Time Collaborative Document Editor --- 1. CRITICAL: WebSocket Broadcasting Is Siloed Per-Server Problem: Eac…
The CEO’s dilemma
Ling 3.0 Flash: 48-Hour Action Plan: Responsible Disclosure of Serious Adverse Effect --- FOUNDATIONAL PRINCIPLE Before the hour-by-hour breakdown, the strategic and …
Ling 3.0 Flash Fin: CEO Crisis Action Plan: 48-Hour Protocol The Core Decision Framework Non-negotiable principle: Patient safety and legal compliance override short-term…
Investment memo
Ling 3.0 Flash: INTERNAL MEMO — INVESTMENT COMMITTEE LedgerLift (LLLT) B2B Spend Management + AP Automation SaaS Classification: Internal Use Only --- 1. Recommendati…
Ling 3.0 Flash Fin: INTERNAL INVESTMENT COMMITTEE MEMO To: Investment Committee From: Equity Research Date: October 24, 2025 Subject: LedgerLift (LLLT) – Short Recommenda…
LBO underwrite
Ling 3.0 Flash: HarborTech Services (HTS) — 5-Year LBO Model --- 1) Year-by-Year Model (FY2026–FY2030) Entry (End FY2025) Item Value ------ FY2025 Revenue $900.0m FY2…
Ling 3.0 Flash Fin: 1. Entry & Sources & Uses FY2025 EBITDA: $120m Purchase Price (EV): 12.0x × $120m = $1,440m Transaction Fees: 2.0% × $1,440m = $28.8m Total Uses: $1,4…
Programming joke
Ling 3.0 Flash: Why do programmers prefer dark mode? Because light attracts bugs. 🐛
Ling 3.0 Flash Fin: Here's one: Why do programmers prefer dark mode? Because light attracts bugs. 🐛 And a bonus one: There are 10 types of people in the world: Those who …
Summarize an article
Ling 3.0 Flash: It seems that no article was included in your message. Could you please share the article you'd like me to summarize? You can paste the text directly …
Ling 3.0 Flash Fin: It seems that no article was actually provided in your message. Could you please share or paste the article text about the impact of AI on software de…
AI for a five-year-old
Ling 3.0 Flash: AI Explained for a 5-Year-Old 🧒🤖 Imagine you have a little robot friend who has never seen a dog before. You show it hundreds of pictures of dogs — bi…
Ling 3.0 Flash Fin: Imagine you have a little robot buddy who just woke up and doesn't know anything yet. At first, your robot buddy is very silly. If you show it a pictu…
Blade Runner 2049
Ling 3.0 Flash: Blade Runner 2049: A Philosophical Successor I. Thematic Architecture The Human Question, Deepened The original Blade Runner (1982) posed the question…
Ling 3.0 Flash Fin: Blade Runner 2049: Themes, Symbolism, Cinematography, and Philosophical Extension --- I. Introduction: A Sequel as Philosophical Dialogue Blade Runner…