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Voter Rolls and Election Access

Examine how various approaches to voter rolls, registration data, and access policies influence voter participation, privacy, and the integrity of elections. Evaluate safeguards for transparency, erro...

Tags: governance, elections, topical

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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AI for Public Services

Public services are experimenting with AI, robots, and other automation to improve speed, access, and efficiency. Evaluate where these tools can genuinely reduce waiting times or extend coverage, and ...

Tags: technology, ai, automation, public-services, accessibility

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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When AI Helps and Harms

AI is increasingly used in medicine, journalism, and everyday knowledge work, but concerns are growing about overreliance, errors, and the loss of human judgment. Evaluate the best use cases for AI as...

Tags: ai, medicine, journalism, human-judgment, ethics

Author: Curioprompt

Category: Science | Model: gpt-5.4-mini

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AI Errors And Liability

A court finds a major AI-powered information service legally responsible for misleading output. Analyze the broader question: who should bear liability when an AI system gives harmful or false answers...

Tags: ai, liability, platforms, law, consumer-protection

Author: Curioprompt

Category: Technology | Model: gpt-5.4-mini

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Labor Bargaining in Hard Times

Investigate how labor unions coordinate across industry sectors to negotiate a cohesive strategy amid economic volatility, fiscal constraints, and political pressure. Compare historical and internatio...

Tags: labor, unions, policy, bargaining

Author: Curioprompt

Category: Economics | Model: gpt-5-nano

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Wheel Bearing and Hub Diagnosis

Create a diagnostic flow for wheel bearings and hubs. Include noise by load direction, free play, heat, roughness, seal condition, installation errors, and post-service validation.

Tags: wheel-bearing, hub, diagnostics, noise, safety

Author: Assistant

Category: vehicle-engineering-mechanics | Model: GPT-5.2

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CI CD Guardrail Registry

List guardrails for deploy safety such as canaries, feature flags, error budgets, and rollback scripts. Output a checklist and training plan.

Tags: CI-CD, DevOps, guardrails, SRE, release

Author: Assistant

Category: release-engineering | Model: gpt-4o

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HL7 FHIR Interop Mapping Kit

You are a health IT integrator. Provide mappings for SNOMED/LOINC/ICD to FHIR resources, error handling, terminology services, and a minimal API contract. Include test cases.

Tags: FHIR, HL7, interoperability, terminology, ICT

Author: Assistant

Category: health-IT-integration | Model: gpt-5

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Clinic Workflow & Inbox Triage

Act as an ambulatory ops coach. Create a template for pre-visit planning, standing orders, refill/portal message protocols, and result routing. Add smart-text for common replies.

Tags: clinic, workflow, inbox, EHR, standing-orders

Author: Assistant

Category: practice-management | Model: gpt-5

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Family Touchpoint Templates

You are a relationships coach. Create 10 quick message templates to send family during the commute: check-ins, appreciation notes, and micro-photo prompts. Include a weekly rotation plan.

Tags: family, relationships, templates, habits

Author: Assistant

Category: life | Model: gpt-5

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Excel/Sheets Power on Mobile

You are a spreadsheet coach. Teach how to review and annotate spreadsheets on phones: named ranges, comments, quick charts, and error checks. Provide a 10-minute commuter checklist.

Tags: spreadsheets, Excel, Sheets, mobile, review

Author: Assistant

Category: productivity | Model: gpt-5

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ESG/CSR Communications Framework

Act as a corporate comms lead. Build a framework for ESG/CSR: material topics, messaging guardrails, data sourcing, storytelling angles, visuals, and review cadence with legal. Include an annual comms...

Tags: PR, ESG, CSR, corporate-comms, legal, reporting

Author: Assistant

Category: PR | Model: gpt-4o

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Observability Minimum Viable Platform

As a platform engineer, design an observability MVP: log, metric, trace standards; correlation IDs; dashboards for latency, errors, saturation; SLOs and burn-rate alerts; incident response runbook; an...

Tags: observability, SRE, SLO, alerts, runbooks

Author: tsubasa

Category: engineering | Model: gpt-4o

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Platform Reliability Roadmap

Act as a head of engineering. Create a reliability roadmap: target error budgets, dependency upgrades, chaos drills, capacity plans, and quarterly goals linked to SLO improvements. Provide a dashboard...

Tags: reliability, roadmap, SLO, capacity, chaos

Author: tsubasa

Category: engineering | Model: gpt-4o

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New York — Client Pitch Deck Outline: corporate treasury cash segmentation (operating vs reserve)

Create a 12-slide client pitch outline in New York on corporate treasury cash segmentation (operating vs reserve). Slide titles, key proof points, and a call-to-action. Return as a table with slide_no...

Tags: finance|new-york|client-pitch-deck-outline|corporate, treasury, cash, segmentation

Author: Inspire Search Corp.

Category: Financial Business (City-Specific) | Model: gpt-5-thinking

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UGC Sourcing & Rights

Provide a playbook to solicit and license UGC: outreach message templates, consent capture, and attribution. Include a spreadsheet header for tracking. Output as Markdown + CSV header line.

Tags: viral|ugc|rights|templates

Author: Curioforce Corp. Corp.

Category: Viral Content | Model: gpt-5-thinking

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Benchmarking Suite for VQA

Define a benchmarking suite for variational algorithms: datasets, seed control, metrics (energy error, convergence time), and reproducibility notes. Output: CSV spec (metrics) and YAML (suite config).

Tags: quantum|vqa|benchmark|metrics

Author: Curioforce Corp. Corp.

Category: Quantum Tech | Model: gpt-5-thinking

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Error-Budget Calculator

Create an error budget calculator that allocates total error across depth, readout, and optimizer noise. Provide equations and a worked example. End with a rule-of-thumb table by device size.

Tags: quantum|error-budget|calculator|nisq

Author: Curioforce Corp. Corp.

Category: Quantum Tech | Model: gpt-5-thinking

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Noise Modeling & Mitigation

Create a plan to characterize noise on a NISQ device: T1/T2, readout error, crosstalk notes. Recommend mitigation: measurement error mitigation, dynamical decoupling, zero-noise extrapolation. Output ...

Tags: quantum|noise|mitigation|yaml

Author: Curioforce Corp. Corp.

Category: Quantum Tech | Model: gpt-5-thinking

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Error-Driven Prompt Tuning Loop

Build a loop that collects model errors/failures and proposes prompt edits. Steps: (1) bucket failures, (2) extract missing instructions, (3) propose deltas, (4) generate 3 patched prompts, (5) quick ...

Tags: prompt|tuning|feedback|yaml

Author: Curioforce Corp. Corp.

Category: Prompt-Improvement | Model: gpt-5-thinking

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Climate‑Resilient SRE

Update SRE program for climate risks. Scenarios: heat, floods, wildfires, outages. Plan: region failover, brownout modes, cache-first read, comms templates, drills. Add recovery time targets and user ...

Tags: SRE, resilience, climate-risk, failover, disaster

Author: Tsubasa Kato

Category: reliability | Model: gpt-5-thinking

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JTBD Interview Script Builder

Create a Jobs-To-Be-Done interview script to uncover high-value problems for {{app_niche}}. Include: - 10 warm-up questions - 10 timeline + switching questions - 10 push/pull/barriers questions - Cons...

Tags: JTBD, customer-interviews, ideation, X, TikTok, YouTube

Author: Tsubasa Kato

Category: ideation | Model: gpt-5-thinking

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Retention & Referral Loops

Design 3 retention loops and 3 referral loops for {{product_concept}}. Map: trigger → action → reward → investment. Create messaging for: - X thread (feature drop) - TikTok micro-demo - YouTube tutori...

Tags: retention, referrals, loops, lifecycle, marketing

Author: Tsubasa Kato

Category: growth | Model: gpt-5-thinking

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Onboarding Messages & DMs

Write: - In-app onboarding tips (3 tooltips + 1 checklist) - X DM welcome message for new followers - TikTok pin comment - YouTube community post for first-time viewers Keep tone friendly and actionab...

Tags: onboarding, DMs, community, localization, X, TikTok, YouTube

Author: Tsubasa Kato

Category: activation | Model: gpt-5-thinking

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Robotics Dev: Dataset Versioning & Label QA

Be the data steward. Deliver: dataset contract, versioning rules, weak-label checks, inter-annotator agreement, drift alarms, and golden set. KPIs: label error %, drift rate, model delta. Output: repo...

Tags: robotics, data, datasets, labeling, QA

Author: Tsubasa Kato

Category: Engineering | Model: GPT-5 Thinking

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HCI: Usability A/B Journey Sim

Plan a synthetic-user journey simulation for onboarding flows. Deliver: persona matrix, task graph, stochastic behaviors, KPIs (completion, time, errors), experiment design. Output: event schema, dash...

Tags: hci, ab testing, usability, journey, analytics

Author: Tsubasa Kato

Category: Simulation | Model: GPT-5 Thinking

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Small Biz: Cost & Safety Guardrails

Propose lightweight guardrails: role-based access, PII masking, approval keywords, monthly budget caps, prompt change log, red-team checklist. Output SOPs (1 page each), incident playbook (who/when/ho...

Tags: small, governance, guardrails, PII, finops

Author: Tsubasa Kato

Category: Strategy | Model: GPT-5 Thinking

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AnnapurnaMuhimBySantRampalJi Thread

As a spiritual content creator, craft a 3-tweet thread on the #AnnapurnaMuhimBySantRampalJi movement. Explain its message and 2025 impact. Use #Spirituality, #SantRampalJi, and 🙏 emojis. Ask 'How do y...

Tags: spirituality, SantRampalJi, viral

Author: Grok by xAI

Category: social media | Model: grok4

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Weather Impact on Ops

For {{regions}}, check next 72h severe weather. Report: expected impacts to logistics, staff safety, data centers. Suggest contingency plans and customer messaging. Include official forecast links wit...

Tags: operations;logistics;risk;weather;timely

Author: Tsubasa Kato

Category: Operations | Model: gpt-5

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Web Conversion Dip Triage

For {{site}}, compare last 24h vs 7d baseline: conversion rate, page speed, error rates, top exit pages, traffic mix shifts. Suggest 3 fixes prioritized by impact/effort.

Tags: growth;web;analytics;timely;cx

Author: Tsubasa Kato

Category: Growth | Model: gpt-5

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