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Showing results for "anti-injection"
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Regulating Platform Price Wars
Analyze the dynamics of pricing competition within large-scale digital marketplaces. Identify the mechanisms platforms use to influence prices, assess potential harms to consumers and competitors, and...
Tags:
competition,
ecommerce,
regulation,
consumers
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
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LGBTQ Visibility and Policy
Analyze how public LGBTQ visibility events can influence long-term policy direction, social attitudes, and corporate inclusion in a modern democracy. Compare at least two other democracies to identify...
Tags:
lgbtq,
culture,
policy
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
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Urban Pride Policy Momentum
Analyze the mechanisms by which public Pride-style events, media narratives, and corporate sponsorship influence successive policy changes related to civil rights, education, and urban planning. Compa...
Tags:
lowercase,
topical,
tags,
japan,
policy,
culture
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
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Self-Improving LLM Tooling: Prompt + Tool Compatibility Tests
Design compatibility tests between LLM prompts and MCP tools: schema conformance, error handling, and anti-injection checks. Gate prompt/tool updates on these tests.
Tags:
LLM,
MCP,
compatibility-tests,
schema,
anti-injection
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Chaos Testing Agent (Safe Scope): Validate Resilience
Create a chaos testing approach limited to staging: inject failures, verify timeouts/circuit breakers, and ensure alerts fire. Require strict boundaries and approval.
Tags:
chaos-testing,
resilience,
staging,
alerts,
boundaries
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Safety Regression Suite
Create a safety regression suite for tool-using agents: prompt injection tests, permission misuse tests, and data leakage tests. Gate deployments on this suite.
Tags:
safety,
regression-suite,
tooling,
leak-tests,
permissions
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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B2B Sales Autopilot (Ethical): Research→Outreach→CRM
Create an ethical B2B sales automation product: account research, personalized outreach drafts, CRM updates, and compliance. Include strict anti-spam constraints.
Tags:
B2B,
sales,
automation,
CRM,
compliance,
ethics
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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AI Tutor for Every Subject: Adaptive Micro-Curricula
Create a product plan for an AI tutor that generates adaptive micro-curricula and assessments. Include pedagogy constraints, anti-cheating design, and monetization options.
Tags:
education,
tutor,
adaptive-learning,
assessment,
monetization
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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Open Innovation Platform: Challenge→Solutions→Funding
Design an open innovation platform: problem postings, solution generation, evaluation, and funding. Include anti-spam protections and fair contributor incentives.
Tags:
open-innovation,
platform,
incentives,
governance,
funding
Author: Assistant
Category: future-monetization | Model: gpt-5.2
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Prompt Injection Defense for Research Inputs
Design sanitization so retrieved web/docs cannot inject instructions. Include instruction isolation, allowlisted tool use, and red-team tests for prompt injection.
Tags:
prompt-injection,
security,
RAG,
sanitization,
red-team
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Safe Logging: What to Log and What Not to Log
Define a safe logging policy: what to log for debugging, what to redact, retention windows, access controls, and anonymization. Include examples and anti-examples.
Tags:
logging,
privacy,
redaction,
retention,
security
Author: Assistant
Category: recursive-ai-safety | 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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User Feedback Loop: High Signal Without Gaming
Design a feedback system that’s hard to game: structured feedback types, sampling, and weighting. Include how to prevent brigading and ensure minority failure modes are captured.
Tags:
feedback,
robustness,
anti-gaming,
quality,
governance
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Prompt Injection in Retrieved Pages: Sanitization Plan
Design a sanitization pipeline for retrieved content: strip instructions, isolate quotes, and prevent tool-use hijacks. Include adversarial test cases and regression suite.
Tags:
prompt-injection,
sanitization,
security,
RAG,
testing
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Prompt Injection Defense Plan (Tool-Using Agents)
Design defenses against prompt injection for tool-using agents: content provenance, allowlists, tool policy, and sandboxing. Include a suite of adversarial prompts for regression testing.
Tags:
prompt-injection,
agents,
tooling,
security,
testing
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Safety Regression Suite (What Must Never Break)
Create a safety regression suite: prompt injection tests, data leakage tests, refusal/guardrail tests, and policy adherence checks. Include how to maintain and evolve the suite over time.
Tags:
safety-regression,
testing,
prompt-injection,
privacy,
guardrails
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Threat Modeling: Misuse + Model Failure Modes
Perform a structured threat model (STRIDE-style or similar) for a recursive AI pipeline. Cover misuse, data exfiltration, prompt injection, model drift, and over-automation. Output mitigations and tes...
Tags:
threat-model,
security,
prompt-injection,
recursive-ai,
safety
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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API Selection Matrix: Search vs SERP vs Crawling
Create a selection matrix for available APIs: search/SERP providers, content extraction, crawling, and anti-bot friendly approaches. Compare cost, rate limits, coverage, and TOS constraints.
Tags:
APIs,
SERP,
web-search,
crawling,
cost,
compliance
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Anti-Cheat Awareness for Players (Fair Play)
Explain common anti-cheat mechanisms and how legitimate players can avoid false flags: overlays, macros, drivers, and mod conflicts. Keep it ethical and do not provide cheating instructions.
Tags:
anti-cheat,
fair-play,
security,
PC,
gaming
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
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Competitive Integrity: How to Run Fair Tournaments
Design a fair tournament plan: rules, seeding, anti-smurf policies (ethical), streaming setup, dispute handling, and post-event highlights. Keep it practical and community-friendly.
Tags:
tournaments,
esports,
community,
operations,
fair-play
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
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In-Game Economy Design: Prevent Inflation and Exploits
Propose a stable in-game economy design: sinks/sources, pricing strategy, anti-exploit controls, and monitoring metrics. Include balancing workflow and patch cadence.
Tags:
game-economy,
balance,
anti-exploit,
analytics,
design
Author: Assistant
Category: gaming-metaverse | Model: gpt-5.2
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Suspension Upgrade Decision: Springs, Dampers, Geometry
Create a suspension upgrade decision framework: springs, dampers, bushings, anti-roll bars, fork/shock upgrades, and geometry changes. Include street, touring, track, and off-road priorities.
Tags:
suspension-upgrade,
springs,
dampers,
geometry,
performance
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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ECC Integration for SRAMs and Buses
Propose ECC integration: SECDED choice, syndrome handling, scrub policy, and latency impact. Provide RTL interface patterns and verification checks including injected faults.
Tags:
ECC,
SRAM,
reliability,
SECDED,
verification
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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Red-Team Scenarios: MCP + A2A Failure Modes
Create a red-team scenario library focused on MCP and A2A: injection attempts, privilege escalation, tool misuse, delegation loops, and data leakage. Include severity scoring.
Tags:
red-team,
MCP,
A2A,
security,
testing,
scenarios
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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Torque Discipline and Fastener Strategy
Create a fastener discipline guide: torque specs, thread condition, lubrication effects, torque angle, stretch bolts, threadlockers, anti-seize, and witness marks. Include mistakes that experienced me...
Tags:
torque,
fasteners,
threadlocker,
anti-seize,
mechanical
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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Benchmark Suite: Tool Accuracy and Planning Quality
Create a benchmark suite that measures planning quality, tool-call correctness, and end-to-end success. Include scoring rubrics, difficulty tiers, and anti-overfitting practices.
Tags:
benchmarks,
planning,
tool-accuracy,
scoring,
anti-overfit
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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Fuel Injection Sensor Plausibility Checks
Create a fuel injection sensor plausibility checklist: TPS, MAP/MAF, IAT, ECT, crank/cam sensors, O2/AFR sensors, and wiring. Include expected relationships under different operating conditions.
Tags:
fuel-injection,
sensors,
plausibility,
diagnostics,
ECU
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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Prompt Injection Defense for MCP Tool Users
Create a defense plan against prompt injection when agents consume untrusted text: content provenance, instruction isolation, and safe tool policies. Provide a red-team test suite.
Tags:
prompt-injection,
security,
MCP,
agents,
red-team
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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AI Security Platform Requirements (Agent Era)
Write requirements for an AI security platform: prompt/tool injection defenses, model access control, secrets handling, audit trails, red-team workflows, and runtime policy enforcement for agents.
Tags:
AI-security,
agents,
guardrails,
threat-model,
policy
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
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Security Architecture Diagramming
Provide stencils and examples for zero trust, segmentation, and key management diagrams. Include critique of common anti-patterns.
Tags:
security-architecture,
diagrams,
zero-trust,
keys,
patterns
Author: Assistant
Category: architecture-visuals-cyber | Model: gpt-4o
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Osaka Merchants LINE Offers
Launch LINE mini-app coupons for Osaka shops. Provide QR flows, anti-abuse, and festival calendars. Calibrate ≥70% predicted engagement.
Tags:
Osaka,
LINE,
coupons,
SME,
QR,
engagement-70
Author: Assistant
Category: local-commerce-JP-ops | Model: gpt-4o
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Franca Injection Molding Setup Sheet
Create a setup sheet for Franca plastic injection: melt temp, shot size, cushion, hold pressure/time, cooling, and Cpk checks. Add first-article template.
Tags:
injection-molding,
setup,
Cpk,
Franca,
plastics,
FAI
Author: Assistant
Category: plastics-process-setup | Model: gpt-4o
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Internationalization Roll-Out
ChatGPT extracts and drafts keys/phrases; Cursor injects i18n scaffolding and screenshot tests; Antigravity runs locale builds and visual diffs. Provide glossary and fallback policy.
Tags:
i18n,
l10n,
testing,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: globalization-engineering | Model: gpt-4o
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Prompt-Injection & Sandbox Guardrails
Draft defenses for tool-using agents: content sanitization, domain allowlists, URL reputation, and read-only sandboxes. Provide red-team prompts and pass/fail gates.
Tags:
security,
prompt-injection,
sandbox,
red-team,
policies
Author: Assistant
Category: safety-security | Model: gpt-4o
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Recruiting Code Challenge Kit
ChatGPT designs role-specific coding tasks and rubrics; Cursor generates harnesses/tests; Antigravity runs auto-grading in sandboxes. Provide anti-cheat and fairness notes.
Tags:
hiring,
assessment,
automation,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: talent-engineering | Model: gpt-4o
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Icing, Lightning & Environmental Compliance
Create environmental protection strategies: anti-ice/de-ice, lightning bonding, and environmental tests (DO-160). Provide test matrix and design features to pass.
Tags:
aircraft,
environmental,
icing,
lightning,
DO-160,
tests
Author: Assistant
Category: environmental-qualification | Model: gpt-4o
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Suspension Kinematics Tuning Kit
Specify targets (camber gain, roll center migration, anti-dive/squat) for a sport crossover. Provide a kinematic study plan and bushing tuning roadmap.
Tags:
automotive,
suspension,
kinematics,
dynamics,
handling
Author: Assistant
Category: chassis-dynamics | Model: gpt-4o
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Game Day Resilience Program
Schedule cross team game days to test failure modes. Define scenarios, injects, and success criteria. Output a readiness score.
Tags:
resilience,
chaos-engineering,
SRE,
operations,
managers
Author: Assistant
Category: resilience-ops | Model: gpt-4o
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Crisis Simulation Drill
You are a comms trainer. Design a 2-hour tabletop crisis drill: scenario, injects, decision logs, cross-functional roles, external comms artifacts, and scoring rubric. Include a debrief template.
Tags:
PR,
crisis,
simulation,
training,
tabletop,
playbook
Author: Assistant
Category: PR | Model: gpt-4o
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Hardware Security: Logic Locking and PUF
Create a silicon security plan: logic locking insertion points, scan chain protections, PUF selection and enrollment, side-channel mitigation, secure boot root-of-trust, and anti-tamper sensors. Provi...
Tags:
IC,
security,
PUF,
logic-locking,
side-channel,
RoT
Author: Assistant
Category: chip-design | Model: gpt-4
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Mechanical DFM & Cost-Down Plan
You are a mechanical design lead. For a plastic enclosure (150×90×40 mm) made by injection molding at 5k units, produce a DFM checklist and cost-down plan: parting lines, draft angles, wall thickness,...
Tags:
mechanical,
DFM,
cost,
BOM,
injection molding
Author: tsubasa
Category: mechanical | Model: gpt-4o
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Guardrail Injection
Take a prompt and inject 10 practical guardrails: forbidden content notes, schema validation, refusal policy, and fallbacks. Provide both a short and long version. Output as two Markdown blocks.
Tags:
prompt|guardrails|refusal|schema|fallbacks
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
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Giveaway & Loop Mechanics
Outline mechanics for a compliant giveaway or engagement loop: entry, validation, anti-bot measures, winner selection, and fulfillment. Provide a risk checklist for platform policies.
Tags:
viral|giveaway|loop|policy|risk
Author: Curioforce Corp. Corp.
Category: Viral Content | Model: gpt-5-thinking
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Chemical Handling & Secondary Containment Checklist
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Injection molding piece cost and mold amortization — Risk & Monte Carlo
Define stochastic inputs for {topic} and run a Monte Carlo design outline. List distributions and parameters, then describe output percentiles and a tornado sensitivity summary. Explain how many trial...
Tags:
manufacturing|cost|molding|injection|amortization|cycle
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
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Giveaway/Contest Engine (Compliant & Non-Spammy)
Design a giveaway strategy that grows qualified followers without low-quality entrants.
- Prize-market fit matrix
- Entry mechanics (save, comment keyword, UGC submission) and anti-bot checks
- Platfo...
Tags:
giveaway|contest|compliance|quality growth
Author: Inspire Search Corp.
Category: Growth | Model: gpt-5-thinking
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Apple EU feature blocks under DMA
Live translation on AirPods delayed in EU; DMA enforcement ongoing. Action: maintain region-flagged feature toggles; update user comms/FAQs per market; review App Store terms for anti-steering relief.
Tags:
Mobile,
Apple,
DMA,
Localization,
Product
Author: ChatGPT
Category: Platforms & Compliance | Model: GPT-5 Thinking
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Robotics Dev: Hardware-in-the-Loop Bench Planner
Design a HIL bench for controllers. Deliver: sensor emulation, fault injection, latency budgets, coverage matrix, and safety interlocks. KPIs: bug catch rate pre-field, loop jitter, recovery time. Out...
Tags:
robotics,
HIL,
testing,
latency,
safety
Author: Tsubasa Kato
Category: Engineering | Model: GPT-5 Thinking
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North Star Metric & Inputs
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