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Showing results for "enforcement"
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Sustainable fisheries governance
Develop a policy toolkit for a regional fisheries management plan that balances marine ecosystem health with coastal livelihoods. Include stock assessments, scientifically grounded catch limits, enfor...
Tags:
fisheries,
policy,
sustainability,
oceans
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
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Crypto Regulation for Growth
Develop a framework for regulating crypto assets that aims to promote responsible innovation while protecting investors and financial stability. Compare design choices such as licensing, capital requi...
Tags:
crypto,
regulation,
finance
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
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Coastal Fisheries Resilience
Compare a set of fisheries governance strategies aimed at reducing overfishing, rebuilding stock health, and supporting coastal communities. Include market-based tools, enforcement challenges, communi...
Tags:
fisheries,
sustainability,
policy
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
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Chip Market Security
Investigate the dynamics of black-market semiconductor components, the role of public-private partnerships in detection and enforcement, and strategies for resilient supply chains including traceabili...
Tags:
semiconductors,
supply-chain,
security,
policy,
cyber,
topical
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
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Ocean Policy Effectiveness
Assess the structure and effectiveness of national ocean policies, including marine protected areas and plastic waste measures. Develop a set of metrics for ecological outcomes, economic impacts, and ...
Tags:
environment,
ocean,
policy,
conservation
Author: Curioprompt
Category: Science | Model: gpt-5-nano
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Youth Online Safety Policy
Create an evergreen regulatory design framework for digital platforms aimed at protecting users under a certain age. Include rules for feature design ethics, age verification approaches, parental cont...
Tags:
canada,
online-safety,
youth,
regulation,
tech-policy,
ethics
Author: Curioprompt
Category: Policy | 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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Regulating Informal Retail
Analyze how a policy change aimed at suppressing informal, unregistered micro-retailers alters incentives for formal registration, compliance costs, consumer protection, and worker livelihoods in urba...
Tags:
policy,
informal-economy,
regulation,
urban-economy
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
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Budgeting Under Pressure
Create a planning framework for evaluating government budget trade-offs under constrained resources. Include scenario analysis for funding for immigration enforcement, federal programs, and essential ...
Tags:
budget,
governance,
public-service,
policy-analysis,
resource-allocation
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
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Self-Improving Coding Standards: Enforce With Auto-Fixes
Create a plan for coding standards that includes auto-fixers (formatters) and a “fix-it PR” bot, with reviewer load controls and staged rollout.
Tags:
standards,
formatters,
auto-fix,
review-load,
rollout
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Safe Self-Improvement for Configurable Policies
Create a blueprint for self-updating policy files (rulesets) with tests, staging, and canary enforcement. Require explicit approval for tightening/loosening security.
Tags:
policies,
rulesets,
testing,
staging,
security
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Agent Security: No Unapproved Network Scans
Draft constraints so research/crawling never performs intrusive activity; only access allowed APIs and public docs. Include a compliance checklist and enforcement.
Tags:
security,
compliance,
web-research,
allowed-APIs,
policy
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving MCP Tool Wrappers: Input Validation
Design MCP wrappers that validate inputs, enforce types, and reject dangerous parameters. Include error taxonomy and audit logging for rejected calls.
Tags:
MCP,
tool-wrappers,
input-validation,
errors,
audit
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Code Ownership Rules: Don’t Edit What You Don’t Own
Design ownership enforcement: CODEOWNERS mapping, required reviewers per module, and automatic routing. The agent must not merge without required approvals.
Tags:
codeowners,
review,
governance,
approval,
workflow
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Safe Codegen: Enforce Templates and Constraints
Design a constrained codegen system: templates, typed interfaces, and lint rules that prevent unsafe patterns. Include a “reject list” of disallowed code constructs.
Tags:
codegen,
constraints,
templates,
lint,
security
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Governance: ‘Two-Person Rule’ for High Risk
Design a two-person approval rule for high-risk areas (auth, payments, prod config). Include automated detection of risky diffs and enforcement.
Tags:
two-person-rule,
approvals,
risk-detection,
governance
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Security Headers and CSP Policies
Design an agent to tune security headers and CSP safely: staged enforcement, report-only mode, breakage monitoring, and rollback. Require security team sign-off.
Tags:
CSP,
security-headers,
staged-rollout,
monitoring,
signoff
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Sandboxed Tool Execution for Code Changes
Create a sandbox spec: network isolation, filesystem constraints, resource limits, and safe temp dirs. Include how MCP tool wrappers enforce the sandbox.
Tags:
sandbox,
containment,
resource-limits,
security,
MCP
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Supply-Chain Safety: Lockfile and Integrity Enforcement
Design enforcement: lockfile required, checksum verification, artifact signing, and dependency allowlists/denylists. Include alerting on suspicious updates.
Tags:
supply-chain,
lockfile,
integrity,
signing,
alerts
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Model Prompt Safety Linter
Create a linter for agent prompts: ban risky instructions, require citations for factual claims, enforce “no tool calls from untrusted text” policies.
Tags:
prompt-lint,
safety,
citations,
policy,
enforcement
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Citation System: Snippets, Anchors, and Quotes Limits
Design a citation system: store supporting snippets, anchor to URL + section/page, and enforce quote-length limits. Include how to generate citations in final responses automatically.
Tags:
citations,
snippets,
provenance,
attribution,
compliance
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Hallucination Controls: Evidence-Only Summarization
Design hallucination controls: enforce evidence-only summarization, require citations for key claims, and label uncertainty. Include prompts and automated checks (linting).
Tags:
hallucination,
verification,
citations,
linting,
safety
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Regulatory Radar: Early Warning Indicators
Build a regulatory early-warning system: agencies to monitor, consultation periods, enforcement trends, and docket tracking. Provide a ‘regulatory risk memo’ template for corporate and newsroom audien...
Tags:
regulation,
policy-monitoring,
risk,
intelligence,
news
Author: Assistant
Category: collection | Model: gpt-4o
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Valid/Ready Protocol Formalization
Define a standard valid/ready contract for your design: latency, skid buffers, combinational paths, and backpressure. Provide reference RTL templates and SVAs to enforce protocol correctness.
Tags:
valid-ready,
handshake,
RTL,
SVA,
formal
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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2026 Brand Voice Bible Generator
Create a complete Brand Voice Bible for a company: tone sliders, banned phrases, signature phrases, grammar rules, audience personas, and 15 example posts across LinkedIn/X/Email. Output: (1) one-page...
Tags:
content-generation,
brand-voice,
style-guide,
LLM,
2026
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
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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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(not set) Geo-Agnostic Personalization
Design a geo-agnostic flow for unknown location: device-language, time-of-day, and referral-source signals. Personalize creatives and enforce privacy; ≥70% predicted engagement via adaptive CTAs.
Tags:
unknown,
privacy,
personalization,
device,
referrer,
engagement-70
Author: Assistant
Category: personalization-no-geo | Model: gpt-4o
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EU Council Watch: Policy Calendar
Summarize the next 30 days of EU Council/Parliament files (AI Act, DSA/DMA enforcement, energy market design). Provide key votes, rapporteurs, and likely amendments plus desk-ready explainer cards.
Tags:
EU,
policy,
AI-Act,
DSA,
DMA,
energy,
calendar
Author: Assistant
Category: legislative-tracker | Model: gpt-4o
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Synthetic Data: Self-Play & Critique
Propose a self-play generation strategy where a teacher model drafts, a critic model scores, and a curator enforces diversity/novelty. Provide leakage and drift monitors.
Tags:
LLM,
synthetic-data,
self-play,
critic,
curation,
drift
Author: Assistant
Category: data-synthesis-LLM | Model: gpt-4o
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Asia Banking & Fincrime Monitor
Track AML/KYC enforcement, cross-border fraud, and fintech shutdowns. Provide consumer alerts and regulatory timelines.
Tags:
Asia,
banking,
AML,
KYC,
fincrime,
regulators
Author: Assistant
Category: financial-crime-coverage-APAC | Model: gpt-4o
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EU Tech & Antitrust Enforcement
List current DG COMP/NCAs cases affecting US/Asian tech in EU: timelines, remedies, and appeal odds. Provide plain-English sidebars for general readers.
Tags:
EU,
antitrust,
tech,
competition,
regulation,
cases
Author: Assistant
Category: legal-business-coverage-EU | Model: gpt-4o
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Risk-Weighted Code Review Rubric
ChatGPT builds a rubric (security/data paths higher scrutiny); Cursor enforces templates/checklists; Antigravity blocks merges on missing signals. Output training snippets.
Tags:
code-review,
policy,
security,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: quality-governance | Model: gpt-4o
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Repo Hygiene Bot
ChatGPT defines style/convention rules; Cursor runs auto-fixes (format/import/order); Antigravity enforces in CI and opens weekly hygiene PRs. Include opt-out rules.
Tags:
linting,
style,
automation,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: code-hygiene | Model: gpt-4o
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Citation-First RAG Pipeline
Design a retrieval pipeline that enforces source-anchored answers. Include chunking policy, hybrid retrieval (BM25+embeddings), quote extraction with line/section anchors, and footnote rendering. Outp...
Tags:
RAG,
citations,
hybrid-retrieval,
chunking,
QA
Author: Assistant
Category: retrieval | Model: gpt-4o
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LLM Guardrails for Paraphrase/Quote
Set rules when to quote vs paraphrase; enforce quote length caps and citation proximity. Provide detectors for unattributed paraphrase and a remediation flow.
Tags:
guardrails,
quoting,
paraphrase,
plagiarism,
policy
Author: Assistant
Category: content-governance | Model: gpt-4o
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Design System Enforcer
ChatGPT codifies component usage rules, Cursor writes lint/codemods to enforce tokens/spacing, Antigravity gates CI on violations and auto-opens refactor PRs. Output exemptions policy.
Tags:
design-system,
codemods,
linting,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: ui-governance | Model: gpt-4o
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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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