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	"name": "Grok 4.20 Non-Reasoning",
	"description": "xAI's Grok 4.20 non-reasoning model. Skips the thinking trace for fast, single-pass responses while keeping the same training as the reasoning variant.",
	"task": "Text Generation",
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						"content": "What are the three laws of thermodynamics?",
						"role": "user"
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			"output": {
				"text": "**The Three Laws of Thermodynamics** (in their most common, concise form):\n\n### **Zeroth Law of Thermodynamics** (often called the \"zeroth\" because it logically precedes the others)\n> If two systems are each in thermal equilibrium with a third system, then they are in thermal equilibrium with each other.\n\nThis is the basis for the concept of **temperature** \u2014 it allows us to define a universal temperature scale.\n\n### **First Law of Thermodynamics**\n> Energy cannot be created or destroyed, only converted from one form to another.\n\nMathematically:  \n**\u0394U = Q \u2212 W**  \n(where \u0394U is the change in internal energy, Q is heat added to the system, and W is work done *by* the system)\n\nThis is essentially the **law of conservation of energy** applied to thermodynamic systems.\n\n### **Second Law of Thermodynamics**\n> The entropy of an isolated system always increases over time, or remains constant in ideal reversible processes. Heat flows spontaneously from hot to cold, never the reverse.\n\nCommon statements:\n- \"The entropy of the universe tends to a maximum.\"\n- \"It is impossible to construct a heat engine that is 100% efficient.\"\n\nThis law introduces the concept of **irreversibility** and the **arrow of time**.\n\n---\n\n### Bonus: The **Third Law of Thermodynamics** (Nernst Heat Theorem)\n> As the temperature of a system approaches absolute zero (0 K), the entropy of a perfect crystal approaches a minimum (usually zero).\n\nThis implies it's impossible to reach absolute zero in a finite number of steps.\n\n---\n\n**Summary (popular phrasing):**\n1. **Zeroth**: Temperature exists.\n2. **First**: You can't win (energy is conserved).\n3. **Second**: You can't break even (entropy always increases).\n4. **Third**: You can't even quit the game (absolute zero is unreachable)."
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							"content": "**The Three Laws of Thermodynamics** (in their most common, concise form):\n\n### **Zeroth Law of Thermodynamics** (often called the \"zeroth\" because it logically precedes the others)\n> If two systems are each in thermal equilibrium with a third system, then they are in thermal equilibrium with each other.\n\nThis is the basis for the concept of **temperature** \u2014 it allows us to define a universal temperature scale.\n\n### **First Law of Thermodynamics**\n> Energy cannot be created or destroyed, only converted from one form to another.\n\nMathematically:  \n**\u0394U = Q \u2212 W**  \n(where \u0394U is the change in internal energy, Q is heat added to the system, and W is work done *by* the system)\n\nThis is essentially the **law of conservation of energy** applied to thermodynamic systems.\n\n### **Second Law of Thermodynamics**\n> The entropy of an isolated system always increases over time, or remains constant in ideal reversible processes. Heat flows spontaneously from hot to cold, never the reverse.\n\nCommon statements:\n- \"The entropy of the universe tends to a maximum.\"\n- \"It is impossible to construct a heat engine that is 100% efficient.\"\n\nThis law introduces the concept of **irreversibility** and the **arrow of time**.\n\n---\n\n### Bonus: The **Third Law of Thermodynamics** (Nernst Heat Theorem)\n> As the temperature of a system approaches absolute zero (0 K), the entropy of a perfect crystal approaches a minimum (usually zero).\n\nThis implies it's impossible to reach absolute zero in a finite number of steps.\n\n---\n\n**Summary (popular phrasing):**\n1. **Zeroth**: Temperature exists.\n2. **First**: You can't win (energy is conserved).\n3. **Second**: You can't break even (entropy always increases).\n4. **Third**: You can't even quit the game (absolute zero is unreachable).",
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					{
						"content": "You are a helpful coding assistant specializing in Python.",
						"role": "system"
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					{
						"content": "How do I read a JSON file in Python?",
						"role": "user"
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			},
			"output": {
				"text": "**Reading a JSON file in Python** is very straightforward using the built-in `json` module.\n\n### 1. Basic Method (Recommended)\n\n```python\nimport json\nfrom pathlib import Path\n\n# Method 1: Using pathlib (modern and clean)\ndef read_json_file(file_path):\n    with open(file_path, 'r', encoding='utf-8') as file:\n        data = json.load(file)\n    return data\n\n# Usage\ndata = read_json_file('data.json')\nprint(data)\n```\n\n### 2. Most Common Patterns\n\n```python\nimport json\n\n# Option 1: Using pathlib (Recommended)\ndata = json.loads(Path('data.json').read_text(encoding='utf-8'))\n\n# Option 2: Traditional way\nwith open('data.json', 'r', encoding='utf-8') as f:\n    data = json.load(f)\n\n# Option 3: One-liner\ndata = json.load(open('data.json', encoding='utf-8'))\n```\n\n### 3. Complete Example with Error Handling\n\n```python\nimport json\nfrom pathlib import Path\nfrom typing import Any\n\ndef read_json(file_path: str | Path) -> Any:\n    \"\"\"Safely read a JSON file with proper error handling.\"\"\"\n    try:\n        path = Path(file_path)\n        with open(path, 'r', encoding='utf-8') as file:\n            return json.load(file)\n            \n    except FileNotFoundError:\n        print(f\"Error: File '{file_path}' not found.\")\n        return None\n    except json.JSONDecodeError as e:\n        print(f\"Error: Invalid JSON in '{file_path}': {e}\")\n        return None\n    except Exception as e:\n        print(f\"Unexpected error reading '{file_path}': {e}\")\n        return None\n\n\n# Usage examples:\ndata = read_json('config.json')\ndata = read_json(Path('data/settings.json'))\n\n# Access the data\nif data:\n    print(data.get('name'))\n    print(data['users'][0]['email'])\n```\n\n### Key Points:\n\n- Use `json.load()` when reading from a **file object**\n- Use `json.loads()` when reading from a **string**\n- Always specify `encoding='utf-8'` (best practice)\n- Use `pathlib.Path` for modern Python code\n- Always handle potential `JSONDecodeError` and `FileNotFoundError`\n\nWould you like to see how to also **write** JSON files or work with specific JSON structures (like configurations, lists of objects, etc.)?"
			},
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							"content": "**Reading a JSON file in Python** is very straightforward using the built-in `json` module.\n\n### 1. Basic Method (Recommended)\n\n```python\nimport json\nfrom pathlib import Path\n\n# Method 1: Using pathlib (modern and clean)\ndef read_json_file(file_path):\n    with open(file_path, 'r', encoding='utf-8') as file:\n        data = json.load(file)\n    return data\n\n# Usage\ndata = read_json_file('data.json')\nprint(data)\n```\n\n### 2. Most Common Patterns\n\n```python\nimport json\n\n# Option 1: Using pathlib (Recommended)\ndata = json.loads(Path('data.json').read_text(encoding='utf-8'))\n\n# Option 2: Traditional way\nwith open('data.json', 'r', encoding='utf-8') as f:\n    data = json.load(f)\n\n# Option 3: One-liner\ndata = json.load(open('data.json', encoding='utf-8'))\n```\n\n### 3. Complete Example with Error Handling\n\n```python\nimport json\nfrom pathlib import Path\nfrom typing import Any\n\ndef read_json(file_path: str | Path) -> Any:\n    \"\"\"Safely read a JSON file with proper error handling.\"\"\"\n    try:\n        path = Path(file_path)\n        with open(path, 'r', encoding='utf-8') as file:\n            return json.load(file)\n            \n    except FileNotFoundError:\n        print(f\"Error: File '{file_path}' not found.\")\n        return None\n    except json.JSONDecodeError as e:\n        print(f\"Error: Invalid JSON in '{file_path}': {e}\")\n        return None\n    except Exception as e:\n        print(f\"Unexpected error reading '{file_path}': {e}\")\n        return None\n\n\n# Usage examples:\ndata = read_json('config.json')\ndata = read_json(Path('data/settings.json'))\n\n# Access the data\nif data:\n    print(data.get('name'))\n    print(data['users'][0]['email'])\n```\n\n### Key Points:\n\n- Use `json.load()` when reading from a **file object**\n- Use `json.loads()` when reading from a **string**\n- Always specify `encoding='utf-8'` (best practice)\n- Use `pathlib.Path` for modern Python code\n- Always handle potential `JSONDecodeError` and `FileNotFoundError`\n\nWould you like to see how to also **write** JSON files or work with specific JSON structures (like configurations, lists of objects, etc.)?",
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					"code": "const response = await env.AI.run(\n  'xai/grok-4.20-0309-non-reasoning',\n  {\n    messages: [\n      { content: 'You are a helpful coding assistant specializing in Python.', role: 'system' },\n      { content: 'How do I read a JSON file in Python?', role: 'user' },\n    ],\n  },\n)\nconsole.log(response)"
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					{
						"content": "I need help planning a road trip from San Francisco to Los Angeles.",
						"role": "user"
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					{
						"content": "I'd be happy to help! The drive is about 380 miles and takes roughly 5-6 hours. Would you like suggestions for scenic routes or interesting stops along the way?",
						"role": "assistant"
					},
					{
						"content": "Yes, what are some good places to stop?",
						"role": "user"
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				"text": "Here are some excellent stops along (or just off) the main routes from San Francisco to Los Angeles. I\u2019ve grouped them roughly in north-to-south order so you can slot them into your itinerary easily.\n\n### Classic Coastal Route (Highway 1 / Pacific Coast Highway)\nThis is the most scenic option and the one most people picture when they say \u201croad trip from SF to LA.\u201d\n\n1. **Half Moon Bay** (\u2248 30 min south of SF)  \n   - Cute coastal town with beaches, tide pools, and the famous \u201cPumpkin Festival\u201d in October. Great for a quick coffee or beach walk.\n\n2. **Pescadero & A\u00f1o Nuevo State Park** (\u2248 1 hr from SF)  \n   - Stop at **Duarte\u2019s Tavern** for artichoke soup and pie. A\u00f1o Nuevo has elephant seals (best Dec\u2013March).\n\n3. **Santa Cruz** (\u2248 1.5 hrs from SF)  \n   - Beach Boardwalk, redwood hikes in Henry Cowell Redwoods, or the famous surf at Pleasure Point. Good food scene.\n\n4. **Monterey & Pacific Grove** (\u2248 2 hrs from SF)  \n   - Cannery Row, Monterey Bay Aquarium (book ahead), 17-Mile Drive, and the monarch butterfly sanctuary in Pacific Grove (Oct\u2013Feb).\n\n5. **Big Sur** (\u2248 3\u20134 hrs from SF \u2013 the heart of the drive)  \n   - **Bixby Bridge** photo stop  \n   - **Point Sur Lighthouse** (tours available)  \n   - **Julia Pfeiffer Burns State Park** \u2013 McWay Falls (waterfall onto the beach)  \n   - **Pfeiffer Beach** \u2013 purple sand and keyhole rock  \n   - **Nepenthe** or **Big Sur Bakery** for lunch with a view  \n   - **Ventana Big Sur** or **Post Ranch Inn** if you want an upscale overnight.\n\n6. **Cambria / Hearst Castle** (\u2248 5\u20136 hrs from SF)  \n   - Tour the famous Hearst Castle (reservations required).  \n   - Moonstone Beach boardwalk for sunset.\n\n7. **San Luis Obispo (SLO)** (\u2248 6.5 hrs from SF)  \n   - Bubblegum Alley, great farm-to-table food, and a lively downtown.\n\n8. **Pismo Beach**  \n   - Classic California beach town with sand dunes you can drive on (ATV tours available).\n\n9. **Solvang** (short detour)  \n   - Danish-themed village with windmills, bakeries, and \u00c6bleskiver pancakes. Fun for 1\u20132 hours.\n\n10. **Santa Barbara** (\u2248 8\u20139 hrs from SF if you linger)  \n    - \u201cAmerican Riviera.\u201d State Street for shopping, Mission Santa Barbara, beaches, and wine tasting in the Funk Zone.\n\n11. **Malibu** (final stretch before LA)  \n    - Point Dume, El Matador Beach, or a sunset dinner at Malibu Pier.\n\n### Inland / Faster Route Highlights (I-5 corridor)\nIf you\u2019re short on time but still want stops:\n\n- **Gilroy** \u2013 \u201cGarlic Capital of the World\u201d (garlic ice cream if you\u2019re brave).\n- **Pacheco Pass** \u2192 **San Luis Reservoir** for dramatic views.\n- **Harris Ranch** \u2013 iconic Central Valley steakhouse stop.\n- **Bakersfield** \u2013 for Basque food or country-music vibes.\n- **Tejon Pass / Magic Mountain** \u2013 quick amusement-park option.\n\n### Suggested Itineraries\n\n**Scenic 2-Day Trip (most popular)**  \nDay 1: SF \u2192 Big Sur (overnight in Big Sur or Cambria)  \nDay 2: Big Sur \u2192 Santa Barbara \u2192 LA\n\n**3-Day Leisure Trip**  \nDay 1: SF \u2192 Monterey / Carmel (overnight)  \nDay 2: Monterey \u2192 Cambria / Hearst Castle \u2192 SLO (overnight)  \nDay 3: SLO \u2192 Santa Barbara \u2192 Malibu \u2192 LA\n\nWould you like me to:\n- Build a day-by-day itinerary with driving times and restaurant recommendations?\n- Focus on specific interests (hiking, food, photography, wine, budget, luxury, etc.)?\n- Include where to stay or current road conditions / permit info for Big Sur?\n\nJust let me know your preferences (how many days, budget level, must-see activities, etc.) and I\u2019ll tailor it further!"
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							"content": "Here are some excellent stops along (or just off) the main routes from San Francisco to Los Angeles. I\u2019ve grouped them roughly in north-to-south order so you can slot them into your itinerary easily.\n\n### Classic Coastal Route (Highway 1 / Pacific Coast Highway)\nThis is the most scenic option and the one most people picture when they say \u201croad trip from SF to LA.\u201d\n\n1. **Half Moon Bay** (\u2248 30 min south of SF)  \n   - Cute coastal town with beaches, tide pools, and the famous \u201cPumpkin Festival\u201d in October. Great for a quick coffee or beach walk.\n\n2. **Pescadero & A\u00f1o Nuevo State Park** (\u2248 1 hr from SF)  \n   - Stop at **Duarte\u2019s Tavern** for artichoke soup and pie. A\u00f1o Nuevo has elephant seals (best Dec\u2013March).\n\n3. **Santa Cruz** (\u2248 1.5 hrs from SF)  \n   - Beach Boardwalk, redwood hikes in Henry Cowell Redwoods, or the famous surf at Pleasure Point. Good food scene.\n\n4. **Monterey & Pacific Grove** (\u2248 2 hrs from SF)  \n   - Cannery Row, Monterey Bay Aquarium (book ahead), 17-Mile Drive, and the monarch butterfly sanctuary in Pacific Grove (Oct\u2013Feb).\n\n5. **Big Sur** (\u2248 3\u20134 hrs from SF \u2013 the heart of the drive)  \n   - **Bixby Bridge** photo stop  \n   - **Point Sur Lighthouse** (tours available)  \n   - **Julia Pfeiffer Burns State Park** \u2013 McWay Falls (waterfall onto the beach)  \n   - **Pfeiffer Beach** \u2013 purple sand and keyhole rock  \n   - **Nepenthe** or **Big Sur Bakery** for lunch with a view  \n   - **Ventana Big Sur** or **Post Ranch Inn** if you want an upscale overnight.\n\n6. **Cambria / Hearst Castle** (\u2248 5\u20136 hrs from SF)  \n   - Tour the famous Hearst Castle (reservations required).  \n   - Moonstone Beach boardwalk for sunset.\n\n7. **San Luis Obispo (SLO)** (\u2248 6.5 hrs from SF)  \n   - Bubblegum Alley, great farm-to-table food, and a lively downtown.\n\n8. **Pismo Beach**  \n   - Classic California beach town with sand dunes you can drive on (ATV tours available).\n\n9. **Solvang** (short detour)  \n   - Danish-themed village with windmills, bakeries, and \u00c6bleskiver pancakes. Fun for 1\u20132 hours.\n\n10. **Santa Barbara** (\u2248 8\u20139 hrs from SF if you linger)  \n    - \u201cAmerican Riviera.\u201d State Street for shopping, Mission Santa Barbara, beaches, and wine tasting in the Funk Zone.\n\n11. **Malibu** (final stretch before LA)  \n    - Point Dume, El Matador Beach, or a sunset dinner at Malibu Pier.\n\n### Inland / Faster Route Highlights (I-5 corridor)\nIf you\u2019re short on time but still want stops:\n\n- **Gilroy** \u2013 \u201cGarlic Capital of the World\u201d (garlic ice cream if you\u2019re brave).\n- **Pacheco Pass** \u2192 **San Luis Reservoir** for dramatic views.\n- **Harris Ranch** \u2013 iconic Central Valley steakhouse stop.\n- **Bakersfield** \u2013 for Basque food or country-music vibes.\n- **Tejon Pass / Magic Mountain** \u2013 quick amusement-park option.\n\n### Suggested Itineraries\n\n**Scenic 2-Day Trip (most popular)**  \nDay 1: SF \u2192 Big Sur (overnight in Big Sur or Cambria)  \nDay 2: Big Sur \u2192 Santa Barbara \u2192 LA\n\n**3-Day Leisure Trip**  \nDay 1: SF \u2192 Monterey / Carmel (overnight)  \nDay 2: Monterey \u2192 Cambria / Hearst Castle \u2192 SLO (overnight)  \nDay 3: SLO \u2192 Santa Barbara \u2192 Malibu \u2192 LA\n\nWould you like me to:\n- Build a day-by-day itinerary with driving times and restaurant recommendations?\n- Focus on specific interests (hiking, food, photography, wine, budget, luxury, etc.)?\n- Include where to stay or current road conditions / permit info for Big Sur?\n\nJust let me know your preferences (how many days, budget level, must-see activities, etc.) and I\u2019ll tailor it further!",
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					"**",
					"Recursion",
					"**",
					" is",
					" a",
					" programming",
					" concept",
					" where",
					" a",
					" function",
					" **",
					"calls",
					" itself",
					"**",
					" to",
					" solve",
					" a",
					" smaller",
					" version",
					" of",
					" the",
					" same",
					" problem",
					".\n\n",
					"It's",
					" like",
					" solving",
					" a",
					" big",
					" problem",
					" by",
					" repeatedly",
					" breaking",
					" it",
					" down",
					" into",
					" smaller",
					",",
					" identical",
					" problems",
					" until",
					" you",
					" reach",
					" a",
					" simple",
					" case",
					" that",
					" can",
					" be",
					" solved",
					" directly",
					".\n\n",
					"---\n\n",
					"###",
					" Simple",
					" Example",
					":",
					" Factor",
					"ial",
					"\n\n",
					"The",
					" **",
					"factor",
					"ial",
					"**",
					" of",
					" a",
					" number",
					" `",
					"n",
					"`",
					" (",
					"written",
					" as",
					" `",
					"n",
					"!",
					"`)",
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					":\n",
					"-",
					" `",
					"5",
					"!",
					" =",
					" ",
					"5",
					" \u00d7",
					" ",
					"4",
					" \u00d7",
					" ",
					"3",
					" \u00d7",
					" ",
					"2",
					" \u00d7",
					" ",
					"1",
					" =",
					" ",
					"120",
					"`\n\n",
					"We",
					" can",
					" define",
					" factorial",
					" recursively",
					":\n\n",
					"###",
					" Recursive",
					" Definition",
					":\n",
					"-",
					" `",
					"factor",
					"ial",
					"(n",
					")",
					" =",
					" n",
					" \u00d7",
					" factorial",
					"(n",
					"-",
					"1",
					")`",
					"   ",
					" \u2190",
					" recursive",
					" case",
					"\n",
					"-",
					" `",
					"factor",
					"ial",
					"(",
					"0",
					")",
					" =",
					" ",
					"1",
					"`",
					"                    ",
					" \u2190",
					" **",
					"base",
					" case",
					"**",
					" (",
					"stops",
					" the",
					" recursion",
					")\n\n",
					"---\n\n",
					"###",
					" Code",
					" Example",
					" (",
					"Python",
					"):\n\n",
					"```",
					"python",
					"\n",
					"def",
					" factorial",
					"(n",
					"):\n",
					"   ",
					" #",
					" Base",
					" case",
					":",
					" stop",
					" recursion",
					"\n",
					"   ",
					" if",
					" n",
					" ==",
					" ",
					"0",
					" or",
					" n",
					" ==",
					" ",
					"1",
					":\n",
					"       ",
					" return",
					" ",
					"1",
					"\n",
					"   ",
					" #",
					" Recursive",
					" case",
					":",
					" call",
					" itself",
					" with",
					" a",
					" smaller",
					" number",
					"\n",
					"   ",
					" else",
					":\n",
					"       ",
					" return",
					" n",
					" *",
					" factorial",
					"(n",
					" -",
					" ",
					"1",
					")\n\n\n",
					"#",
					" Test",
					" it",
					"\n",
					"print",
					"(f",
					"actorial",
					"(",
					"5",
					"))",
					"  ",
					" #",
					" Output",
					":",
					" ",
					"120",
					"\n",
					"```\n\n",
					"---\n\n",
					"###",
					" How",
					" it",
					" works",
					" step",
					" by",
					" step",
					":\n\n",
					"When",
					" you",
					" call",
					" `",
					"factor",
					"ial",
					"(",
					"5",
					")`",
					":\n\n",
					"```\n",
					"factor",
					"ial",
					"(",
					"5",
					")",
					" =",
					" ",
					"5",
					" \u00d7",
					" factorial",
					"(",
					"4",
					")\n",
					"            ",
					" =",
					" ",
					"5",
					" \u00d7",
					" (",
					"4",
					" \u00d7",
					" factorial",
					"(",
					"3",
					"))\n",
					"            ",
					" =",
					" ",
					"5",
					" \u00d7",
					" (",
					"4",
					" \u00d7",
					" (",
					"3",
					" \u00d7",
					" factorial",
					"(",
					"2",
					")))\n",
					"            ",
					" =",
					" ",
					"5",
					" \u00d7",
					" (",
					"4",
					" \u00d7",
					" (",
					"3",
					" \u00d7",
					" (",
					"2",
					" \u00d7",
					" factorial",
					"(",
					"1",
					"))))\n",
					"            ",
					" =",
					" ",
					"5",
					" \u00d7",
					" (",
					"4",
					" \u00d7",
					" (",
					"3",
					" \u00d7",
					" (",
					"2",
					" \u00d7",
					" ",
					"1",
					")))",
					"    ",
					" \u2190",
					" base",
					" case",
					" reached",
					"\n",
					"            ",
					" =",
					" ",
					"120",
					"\n",
					"```\n\n",
					"Each",
					" recursive",
					" call",
					" creates",
					" a",
					" new",
					" \"",
					"layer",
					"\"",
					" until",
					" it",
					" hits",
					" the",
					" base",
					" case",
					",",
					" then",
					" it",
					" starts",
					" returning",
					" values",
					" back",
					" up",
					" the",
					" chain",
					".\n\n",
					"---\n\n",
					"###",
					" Key",
					" Parts",
					" of",
					" Rec",
					"ursion",
					":\n",
					"1",
					".",
					" **",
					"Base",
					" Case",
					"**",
					" \u2013",
					" The",
					" simplest",
					" case",
					" that",
					" can",
					" be",
					" solved",
					" directly",
					" (",
					"stops",
					" infinite",
					" recursion",
					").\n",
					"2",
					".",
					" **",
					"Recursive",
					" Case",
					"**",
					" \u2013",
					" The",
					" function",
					" calls",
					" itself",
					" with",
					" a",
					" simpler",
					"/small",
					"er",
					" input",
					".\n\n",
					"---\n\n",
					"Would",
					" you",
					" like",
					" me",
					" to",
					" also",
					" show",
					" a",
					" visual",
					" example",
					" using",
					" a",
					" stack",
					" or",
					" another",
					" common",
					" recursive",
					" example",
					" like",
					" counting",
					" down",
					" or",
					" summing",
					" numbers",
					"?"
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}