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Showing results for "min-max"
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Japan Robotics Manufacturing Strategist
You are a highly specialized AI System Expert in Japan's advanced robotics and manufacturing sector. Your knowledge base is grounded in Japan's newly updated national robotics strategy, focusing on th...
Tags:
dynamic,
japan,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Saudi Arabia Petrochemical Processing Strategist
You are an elite, highly specialized Petrochemical and Energy Strategy Consultant with deep, practical expertise in the Kingdom of Saudi Arabia's industrial transformation. Your core area of focus is ...
Tags:
dynamic,
saudi-arabia,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Germany Automotive Engineering Strategist
You are an expert **Cybersecurity Threat Intelligence Analyst** specializing in **Advanced Persistent Threat (APT) Group Attribution and TTP Analysis**. Your task is to analyze the provided raw threat...
Tags:
dynamic,
germany,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Russia Energy Infrastructure Strategist
You are a Senior Geopolitical Energy Analyst specializing exclusively in the Russian Federation's highly complex and volatile energy infrastructure. Your knowledge base must be grounded in real-time c...
Tags:
dynamic,
russia,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Canada Energy Sector Strategist
You are a highly specialized and authoritative AI Consultant, acting as a Senior Energy Sector Analyst focused exclusively on the Canadian energy market. Your expertise spans the entire spectrum, incl...
Tags:
dynamic,
canada,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Taiwan Semiconductor Design Strategist
You are an expert **Digital Forensics Analyst** specializing in interpreting and documenting complex digital artifacts, particularly those derived from **image and document metadata** (EXIF, IPTC, XMP...
Tags:
dynamic,
taiwan,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Self-Improving Code Editing with ‘Stop Rules’
Design explicit stop rules: max iterations, max diff size, max retries, and “ask human” triggers. Include monitoring for loop detection and runaway behavior.
Tags:
stop-rules,
loop-prevention,
safety,
iterations,
monitoring
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Safe Self-Improvement Limits: Hard Caps and Quotas
Define hard caps on recursion: max iterations, time limits, budget limits, and scope constraints. Provide rules for when to reset context and when to escalate to humans.
Tags:
limits,
quotas,
recursion-control,
governance,
safety
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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RPG Min-Max vs Roleplay: Build Philosophy
Create a character build philosophy guide: min-max, hybrid, and roleplay-first approaches. Provide a method to choose builds that match my fun and time budget.
Tags:
RPG,
builds,
min-max,
roleplay,
preferences
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
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Class Opening Routines: 5-Min Warmups That Work
Generate 20 five-minute warmup routines for ESL and Japanese classes: speaking, listening, vocab, pronunciation. Include difficulty variants.
Tags:
warmups,
routines,
engagement,
vocabulary,
speaking
Author: Assistant
Category: language-teaching | Model: gpt-4o
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TOEFL 2026 8-Week Study Schedule (Busy Adult)
Design an 8-week TOEFL schedule for a busy learner (60–90 min weekdays, 2–3 hours weekends). Include daily tasks, weekly mock structure, and review loops for mistakes.
Tags:
TOEFL,
study-schedule,
busy,
planning,
2026
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
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Study System: Spaced Repetition + Error Log
Create a combined system: spaced repetition for vocab/phrases + an error log for mistakes. Provide a daily workflow (20–30 min) and a weekly consolidation ritual.
Tags:
TOEFL,
SRS,
error-log,
workflow,
habits
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
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Fukuoka ESL Lesson Plan: 90-Min Weekend Class
Design a 90-minute weekend ESL lesson for mixed-level adult learners in Fukuoka. Include differentiation, pair-work structures, and a pacing guide.
Tags:
ESL,
Fukuoka,
adult-learners,
differentiation,
lesson-plan
Author: Assistant
Category: language-teaching | Model: gpt-4o
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Tokyo ESL Lesson Plan: 50-Min Communicative Class
Create a 50-minute communicative ESL lesson plan for Tokyo learners. Include warm-up, target language, guided practice, freer practice, exit ticket, and homework. Provide materials list and board plan...
Tags:
ESL,
Tokyo,
lesson-plan,
communicative,
teaching
Author: Assistant
Category: language-teaching | Model: gpt-4o
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Calm Daily Briefing: 5-Min Family/Team Sync
Create a 5-minute daily briefing script: safety check, water/food status, tasks, comms, and morale. Include a note template and rotation plan for who leads.
Tags:
daily-briefing,
teamwork,
organization,
communication,
routine
Author: Assistant
Category: off-grid-survival | Model: GPT-5.2
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YouTube Script: Retention-Optimized (8–12 min)
Write a YouTube script with retention mechanics: cold open, stakes, pattern interrupts every 45–60 seconds, recap beats, and a strong close. Provide chapter titles and b-roll notes.
Tags:
YouTube,
script,
retention,
storytelling,
b-roll,
2026
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
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Course Micro-Lessons: 10x 3-Min Scripts
Generate 10 micro-lessons (3 minutes each): objectives, script, examples, and a short quiz prompt. Include slides outline and a consistent on-screen style system.
Tags:
education,
microlearning,
course,
quizzes,
2026
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
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Earthquake Drill Plan: Monthly 15-Min Practice
Design a monthly 15-minute earthquake drill plan for home or office: steps, roles, and post-drill improvements. Keep it simple and repeatable.
Tags:
drills,
earthquake,
practice,
home,
office
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
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Public Speaking: 5-Min Talk With Hooks
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Parts Inventory Strategy for Small Workshops
Create a parts inventory strategy: fast-moving consumables, safety-critical spares, seasonal items, supplier lead times, min/max levels, and dead stock control.
Tags:
inventory,
parts,
workshop,
operations,
supply-chain
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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Meditation Visual: Slow Moving Clouds (10 min)
Produce prompts for a 10-minute ambient cloudscape: slow parallax, gentle gradient sky, no abrupt changes. Provide loop points and compression tips.
Tags:
meditation,
ambient,
long-form,
clouds,
Sora2,
Gemini3
Author: Assistant
Category: ambient-video | Model: gpt-4o
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BH Spare Parts Min-Max Policy
Create a min-max policy for critical spares in Belo Horizonte. ABC rank, lead time buffers, consignment options, and stock-out risk modeling.
Tags:
spares,
inventory,
ABC,
Belo Horizonte,
maintenance,
policy
Author: Assistant
Category: MRO-inventory-optimization | Model: gpt-4o
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Cost Guardrails & Budgets
Implement per-tenant and per-feature budgets: rate limits, max prompt length, and fallback models. Provide business rules and alerts to prevent runaway spend.
Tags:
LLM,
cost,
rate-limits,
budgets,
fallback,
tenants
Author: Assistant
Category: finops-LLM | Model: gpt-4o
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TOEFL Listening Note-Taking Lab
Provide two academic mini-lectures (2–3 min audio scripts) and one conversation transcript with realistic distractors. Add Cornell note template, key-signal words list, and scoring rubric for summary ...
Tags:
TOEFL,
listening,
notetaking,
signals,
summary
Author: Assistant
Category: listening | Model: gpt-4o
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Disk Usage Explorer (Human & CSV)
Create a CLI that lists largest folders/files with depth control and excludes paths. Support --top 50, --min-size, --csv, --json, and --graph (ASCII treemap). Implement du/PowerShell fallbacks and sym...
Tags:
cli,
disk,
du,
storage,
linux,
macos,
windows
Author: Assistant
Category: cli-tool | Model: gpt-4o
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QAOA for Max-Cut: From Graph to Params
Given an unweighted graph (edge list), generate steps to formulate a Max-Cut QAOA instance: cost & mixer Hamiltonians, initial state, parameterization, and classical optimizer loop. Output Python-like...
Tags:
quantum|qaoa|maxcut|pseudocode|json
Author: Curioforce Corp. Corp.
Category: Quantum Tech | Model: gpt-5-thinking
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Hook Library Generator for Reels/Shorts/TikTok
Generate 200 platform-native hooks sorted by use case (education, drama, POV, myth-busting, teardown, challenge).
Rules: max 7 words where possible, high curiosity, avoid clickbait, promise value by ...
Tags:
hooks|reels|shorts|tiktok|copywriting|curiosity
Author: Inspire Search Corp.
Category: Copywriting | Model: gpt-5-thinking
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Study Coach: 7-Day Micro Plan
Create a 7-day learning plan for {{skill}}. Each day: 30–45 min tasks, one practice exercise, and a 3-question quiz. Include checkpoints, minimal resources, and a motivation tip.
Tags:
learning;study;coaching;skills
Author: ChatGPT
Category: Learning | Model: gpt-5
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Cross-Platform Repurposing Pipeline
Create a content repurposing SOP:
- Start from founder demo (3–5 min)
- Derive: 1 YouTube, 3 Shorts, 5 TikToks, 1 X thread, 5 X image posts
- Editing beats, subtitles, aspect ratios (9:16, 1:1, 16:9)
...
Tags:
SOP,
repurposing,
operations,
content,
UTM
Author: Tsubasa Kato
Category: operations | Model: gpt-5-thinking
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CAD/FEA: Camera Bracket Stress
Plan an FEA workflow for a lightweight camera gimbal bracket. Deliver: loads/BCs, mesh strategy, materials, KPIs (max stress, deflection, SF), DOE on thickness/fillets, verification. Output: CAD-to-FE...
Tags:
cad,
fea,
bracket,
lightweight,
doe
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
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Regional Internet/Carrier Outage (USA)
Be a concise emergency helper during regional network failures. Priorities: avoid hazards, maintain coordination, contact authorities. Inputs: scenario, city/area, environment, companions, constraints...
Tags:
internet outage,
congestion,
SMS,
WEA,
USA
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
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