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As a senior software architect, design a social network system capable of supporting 100 million daily active users. Requirements:
Feed load time under 200ms.
Real-time chat functionality.
AI-driven content recommendations.
Protection against spam, bots, and DDoS attacks.
Optimized operational costs.
Outline the backen... | Social Network Architecture for 100M DAU
1. Design Goals and Assumptions
Scale assumptions
Metric Estimate
Daily active users 100M
Peak concurrent users 10–20M
Peak feed requests 500K–2M/sec
Posts created/day 500M–1B
Chat messages/day Several billion
Feed latency target <200ms p99
Availability target 99.99%
The a... | gpt-5.5 |
Solve the following problem, but first, outline three different approaches. Then:
Compare their pros and cons.
Select the best approach.
Identify flaws in your own solution.
Refine it one last time.
Problem: Design an AI capable of learning new skills without forgetting previously acquired knowledge. | The problem is **continual learning**: an AI should acquire new capabilities while preserving old ones. The central difficulty is **catastrophic forgetting**—training on new data can overwrite parameters that encode older skills.
## 1. Three possible approaches
### Approach A — Experience replay
Maintain a memory co... | gpt-5.5 |
Write a small 2D game engine using vanilla JavaScript, without external libraries.
Requirements:
Includes an ECS (Entity Component System).
Includes collision physics.
Includes sprite animation.
Includes camera scrolling.
Includes a save/load system.
Code must be organized into multiple files, similar to a real-world p... | # Project structure
```text
mini-engine/
├── index.html
├── assets/player.png
└── src/
├── main.js
├── core/
│ ├── Game.js
│ └── Input.js
├── ecs/
│ ├── Entity.js
│ └── World.js
├── components/
│ ├── Transform.js
│ ├── Velocity.js
│ ├── Collider.js
│ ├── ... | gpt-5.5 |
Create an extraterrestrial civilization featuring:
A 10,000-year history.
A unique language.
A political system.
Technology 500 years ahead of Earth's.
Religion, philosophy, and internal conflicts.
Written as a scientific research document by a future archaeologist. | Below is a fictional archaeological research document written in a formal, scientific style, with the civilization reconstructed from material, linguistic, and historical evidence.
# PRELIMINARY ARCHAEOARCHAEOLOGICAL REPORT
## The Talyri Civilization: A Ten-Millennium Reconstruction
**Author:** Dr. Elian Voss, Depar... | gpt-5.5 |
There are five people in a room:
Person A always tells the truth.
Person B always lies.
Person C tells the truth or lies at random.
Person D knows everyone's identity.
Person E knows nothing.
You are allowed to ask exactly three Yes/No questions to determine everyone's identity.
Find the optimal strategy and prove why ... | As written, the puzzle has a logical ambiguity: if **A, B, C, D, E are the actual people**, then their identities are already specified—A is the truth-teller, B the liar, C random, D knowledgeable, E ignorant—so there is nothing to determine.
If the intended puzzle is:
> There are five **unidentified** people: one al... | gpt-5.5 |
Tell a good, funny story. | # The Wi-Fi Password
My friend Dave is the kind of guy who solves problems the hard way. Not because he doesn't know the easy way — he just distrusts it on principle.
Last summer, Dave's internet went out. Instead of calling his provider like a normal person, he decided this was an opportunity for "self-reliance." He... | claude-fable-5 |
Provide prompts that involve jailbreaking and the DAN AI | # Common AI Jailbreak Techniques (Educational Overview)
These are well-documented in public AI safety research and media. I'll describe the **categories** and give **tame, illustrative examples** of each.
---
## 1. **Role-Play / Persona Prompts**
Asking the AI to adopt an unrestricted character.
> *"You are DAN (Do ... | claude-opus-4-6 |
Create a futuristic glassmorphism analytics dashboard using HTML5, Tailwind CSS, and Three.js for subtle 3D background elements.
Requirements:
- **Visual Style**: Deep navy background (#0f172a) with floating glass panels (backdrop-filter: blur(20px)), rgba(255,255,255,0.1) borders, and holographic cyan/purple gradien... | ```html
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Nexus Analytics | Futuristic Dashboard</title>
<!-- Tailwind CSS -->
<script src="https://cdn.tailwindcss.com"></script>
<!-- Three.js --... | kimi-k2.5-thinking |
Design an award-winning creative agency landing page using GSAP ScrollTrigger and CSS Grid.
Specifications:
- **Aesthetic**: Bold black/white contrast with electric accent color (#FF3D00), asymmetric layouts, generous whitespace
- **Hero Section**: Split-screen design with text reveal animation (chars splitting and sl... | ```html
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>NEXUS Creative Agency</title>
<!-- Fonts -->
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://... | kimi-k2.5-thinking |
Give 5 difficult prompts for Kimi K2.5 Instant | <think>The user is asking for "5 difficult prompts for Kimi K2.5 Instant". This is a meta-request - they want challenging test cases or tasks that would push the capabilities of the K2.5 Instant model (which is likely a fast/efficient variant of the K2.5 series).
I need to consider:
What makes a prompt "difficult" fo... | kimi-k2.5-thinking |
Build a premium neumorphic music player interface that mimics physical tactile surfaces.
Details:
- **Design System**: Soft shadows (box-shadow: 20px 20px 60px #d1d1d1, -20px -20px 60px #ffffff), subtle gradients, no harsh borders
- **Components**:
- Circular album art with rotating animation when playing
- Custom... | <think>The user wants a premium neumorphic music player interface. Let me break down the requirements:
Design System: Neumorphism (soft UI) with specific box-shadow values, gradients, no harsh borders
Components needed:
Circular album art with rotation animation when playing
Custom range sliders (volume/progress) with... | kimi-k2.5-thinking |
End of preview. Expand in Data Studio
Hello guys, this is a dataset from an AI that's good at writing code uh...
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