Search Results
Showing results for "sandbox"
No image available
Regulating Fast-Moving Markets
Design a balanced regulatory approach for fast-moving sectors such as crypto platforms, gig transportation, and cross-border digital services. What should governments license, prohibit, disclose, or a...
Tags:
regulation,
fintech,
gig-economy,
consumer-protection,
innovation
Author: Curioprompt
Category: Economics | Model: gpt-5.4-mini
No image available
AI Governance in Practice
Develop a framework for regulating AI use in public institutions and law enforcement. What should be tightly controlled, what should require human oversight, and what can be left to agencies or market...
Tags:
ai,
regulation,
law-enforcement,
governance,
privacy
Author: Curioprompt
Category: Technology | Model: gpt-5.4-mini
No image available
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
No image available
spotting AI Investment Bubbles
Construct an analyst toolkit for evaluating bubbles in high-growth AI and tech sectors. Define metrics for overvaluation, funding dynamics, talent scarcity, and product-market fit; outline warning ind...
Tags:
ai,
investment-bubble,
risk,
regulation,
governance,
capital
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
No image available
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
No image available
Self-Improving Documentation QA: Link and Example Validation
Create an agent that validates docs examples by executing them in a sandbox, checks links, and ensures version correctness. Propose fixes with evidence.
Tags:
docs,
QA,
examples,
sandbox,
link-checking,
versioning
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
No image available
Safe Self-Improvement for CI/CD Scripts
Create a blueprint for self-editing CI/CD scripts safely: validate configs, run in sandbox, and require manual approval for permission changes.
Tags:
CI/CD,
automation,
sandbox,
permissions,
governance
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
No image available
Abundance-Era ‘Sandbox to Production’ Playbook
Design a playbook for taking AGI-generated prototypes to production safely: testing, monitoring, compliance, and user research. Include timelines and roles.
Tags:
productization,
testing,
monitoring,
compliance,
ops
Author: Assistant
Category: future-monetization | Model: gpt-5.2
No image available
Offline Sandbox for Iteration (Containment)
Design an offline sandbox environment for experimenting with improvements: isolated data, limited tools, no external side effects, and deterministic replay. Provide a checklist for containment.
Tags:
sandbox,
containment,
offline-testing,
security,
safety
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
No image available
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
No image available
IQ150-Level Agent Blueprint: Capability Without Chaos
Design a high-capability agent architecture (marketed as “IQ150-level”) that stays reliable: modular planner/executor, tool sandboxing, and human-in-the-loop gates. Include a component diagram, data f...
Tags:
agents,
architecture,
high-capability,
safety,
design
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
No image available
Tool Sandbox Model: Containment by Design
Create a sandbox model for tool execution: network isolation, file access boundaries, rate limits, and safe parameter validation. Include a threat model and tests for containment failures.
Tags:
sandbox,
tools,
security,
containment,
threat-model
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
No image available
Toolformer-Style Tool Use
Design a tool-use curriculum: function signatures, schema discovery, tool reliability scoring, and retry/backoff policy. Include sandboxing and cost guards.
Tags:
LLM,
tools,
function-calling,
reliability,
sandbox,
cost
Author: Assistant
Category: agents-tooluse-LLM | Model: gpt-4o
No image available
Onboarding Sandbox in a Box
ChatGPT creates a 5-day newcomer path, Cursor generates bite-size issues and starter tests, Antigravity spins per-dev preview envs with sample data. Include success checklist.
Tags:
onboarding,
developer-success,
preview-envs,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: people-enablement | Model: gpt-4o
No image available
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
No image available
Legacy Migration Planner (Framework/Language)
Design a migration from a legacy stack (e.g., Python 3.8→3.12, Node 14→20, Spring→Spring Boot). ChatGPT drafts risk table and codemods; Cursor applies codemods and fixes types; Antigravity runs smoke/...
Tags:
migration,
refactor,
codemods,
ChatGPT,
Cursor,
Antigravity
Author: Assistant
Category: modernization | Model: gpt-4o
No image available
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
No image available
Fintech Expo Risk and Compliance Pack
You are a fintech lead. Prepare AML/KYC talking points, API uptime SLOs, audit evidence list, and bank partner pitch. Include sandbox access follow-up.
Tags:
trade-show,
fintech,
AML,
KYC,
APIs,
SLOs
Author: Assistant
Category: trade-show | Model: gpt-4o
No image available
Supply Chain: Multi-Echelon Inventory Sandbox (MEIO)
Build a MEIO sandbox. Inputs: service targets, lead-time stats, variability. Deliver: stocking policies, pooled safety stock math, push/pull what-ifs. KPIs: fill rate, inventory turns, cash tied. Outp...
Tags:
supply chain,
MEIO,
inventory,
service level,
optimization
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
No image available
Biotech (Edu): Gene Toggle ODE Sandbox
Create an educational ODE sandbox for gene regulation toggles using dimensionless forms. Deliver: equations, parameter sweep plan, stability analysis, plots, teaching notes. No plasmids, sequences, or...
Tags:
biotech,
education,
gene regulation,
ode,
teaching
Author: Tsubasa Kato
Category: Simulation | Model: GPT-5 Thinking
No image available
Privacy-Safe Audience Testing
Back to Home