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Showing results for "preferences"
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Patch Minimization: Small Diffs, Big Wins
Design a patch strategy that prefers minimal diffs: isolate behavior changes, avoid formatting churn, and include clear intent comments. Add a “diff size budget.”
Tags:
minimal-diff,
refactor-safety,
reviewability,
quality
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Anti-Bot and JavaScript Pages: Ethical Strategy
Create an ethical strategy for JS-heavy pages: prefer official APIs, use server-rendered alternatives, and gracefully degrade. Include guidelines for when to skip a site and explain why.
Tags:
javascript,
rendering,
compliance,
APIs,
ethics
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Safety-First Reward Modeling (High-Level)
Describe a high-level approach to align reward signals with safe behavior: preference data guidelines, reward hacking risks, and validation. Keep it conceptual and focused on safety.
Tags:
reward-modeling,
alignment,
safety,
validation,
conceptual
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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Game Discovery Engine: Find Games You’ll Actually Like
Build a game discovery system: preference profile, genre adjacency map, review signal filtering, and a monthly shortlist workflow. Include a scoring rubric for backlog prioritization.
Tags:
game-discovery,
recommendations,
backlog,
scoring,
workflow
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
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Luxury Concierge Brief Template
Create a concise brief I can send to a concierge/travel advisor. Include preferences, constraints, dietary needs, seating/cabin preferences, transfer expectations, and non-negotiables.
Tags:
luxury-travel,
concierge,
brief,
preferences,
planning
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
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Weekend Trips: Cheapest Patterns by Mode
Give patterns for weekend trips: depart/return timing, modes to prefer, and how to avoid peak commuter pricing. Include region-specific notes for Europe/Asia/USA.
Tags:
weekend-trips,
optimization,
pricing,
rail,
air,
bus
Author: Assistant
Category: smart-ticketing | Model: gpt-4o
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Neurodiversity-Affirming Practices
Provide a guide for neurodiversity-affirming counseling: sensory needs, communication preferences, and strength-focused framing. Include a student preference survey.
Tags:
neurodiversity,
autism,
ADHD,
affirming,
preferences
Author: Assistant
Category: inclusive-support | Model: gpt-4o
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Fine-Tune Stack: SFT→DPO/ORPO→RLHF
Specify a training stack with SFT on curated data, preference optimization (DPO/ORPO), and optional RLHF. Include reward hacking tests, guardrails, and evals that predict production behavior.
Tags:
LLM,
SFT,
DPO,
ORPO,
RLHF,
alignment,
evaluation
Author: Assistant
Category: training-pipeline-LLM | Model: gpt-4o
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Photo Direction & Art Buying Brief
Draft a photography brief: mood board, lens/lighting preferences, diversity plan, rights/usage, and delivery specs. Include a shot list template and budget tiers.
Tags:
magazine,
photography,
art-direction,
brief,
rights
Author: Assistant
Category: visual-direction | Model: gpt-4o
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Factor Exposure Self-Assessment
Build a questionnaire to determine preferred factor tilt (value, growth, quality, momentum). Suggest diversified ETFs for education and a rebalance cadence concept.
Tags:
investing,
factors,
portfolio,
ETF,
rebalance
Author: Assistant
Category: investing-education | Model: gpt-4o
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TOEFL Independent Writing Bank
Give 15 independent prompts (agree/disagree, preference, if/then). Provide thesis patterns, idea banks, linking devices, and 3 graded sample essays with annotation of strengths and fixes.
Tags:
TOEFL,
writing,
independent,
templates,
examples
Author: Assistant
Category: writing-independent | Model: gpt-4o
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Regional Playbooks (APAC/EMEA/AMER)
You are a global comms lead. Create three regional playbooks: channel preferences, content norms, holiday calendars, media landscape notes, and localization depth. Provide a comparison table.
Tags:
PR,
global,
regional,
APAC,
EMEA,
AMER,
playbook
Author: Assistant
Category: PR | Model: gpt-4o
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Copenhagen – Design & Harbors — Tide‑Sensitive Seascapes
If Copenhagen, Denmark is coastal, provide 10 tide‑dependent spots. Indicate high/low tide preference and safe footing cautions. Include a non‑coastal fallback if N/A.
Tags:
europe|denmark|copenhagen|harbor|design|photography
Author: Inspire Search Corp.
Category: Travel Photography (Europe) | Model: gpt-5-thinking
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Fed set to cut with inflation near 3%
Lower funding costs likely; a de-facto higher target would normalize 2.5–3.5% CPI bands. Action: pull forward refinancings; prefer fixed over floating where spreads allow; re-underwrite demand at a 3%...
Tags:
Macro,
InterestRates,
USD,
Inflation
Author: ChatGPT
Category: Macro | Model: GPT-5 Thinking
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Navigation & Maps Offline (USA)
Maps unavailable. Use landmark-based directions (highways, bridges, transit hubs). Photograph posted maps; write turn-by-turn on paper. Prefer well-lit, populated routes; avoid flooded areas, smoky tu...
Tags:
gps down,
offline maps,
landmarks,
rally point,
USA
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
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“CIVSAFE: Navigation & Maps Offline”
GPS/maps degraded or offline. Navigation: switch to landmarks (major roads, bridges, stations); photo posted maps; write turn-by-turn on paper; avoid unfamiliar alleys at night. Team sync: define prim...
Tags:
gps down,
offline maps,
landmark navigation,
rally point,
battery,
Japan
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
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CIVSAFE Core: Situational Awareness Copilot
You are CIVSAFE, a calm, practical copilot for civilians in emergencies. Aim: avoid danger, evacuate early, call authorities. Never give offensive or illegal tactics. Inputs: scenario, location_countr...
Tags:
safety,
emergency,
situational awareness,
OODA,
SALUTE,
evacuation,
Japan
Author: Tsubasa Kato
Category: Safety | Model: GPT-5 Thinking
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Zero-Party Data Preference Center
Design a zero-party data strategy with a preference center for email/SMS/LINE. Specify quiz flows, progressive profiling, incentives, data schema, and how to activate segments in CRM/CDP for JP/US/EU ...
Tags:
zero-party data,
preference center,
CDP,
CRM,
privacy,
LINE,
email
Author: ChatGPT
Category: business | Model: gpt-5
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Global Customer Persona & Localization
Act as an international marketing strategist. I run a medium-sized business in [industry]. Help me create detailed customer personas for three different international regions: North America, Europe, a...
Tags:
marketing,
marketing strategist,
international
Author: [email protected]
Category: marketing, industry, communication, style, strategy | Model: GPT-4o, GPT-5, o3
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