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Showing results for "mitigations"
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Digital Textbook Transformation
Evaluate the design, implementation, and governance of a unified digital textbook program in schools, including accessibility, teacher training, data privacy, and equity across regions. Propose a road...
Tags:
edtech,
digital-textbooks,
accessibility
Author: Curioprompt
Category: Education | Model: gpt-5-nano
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Energy Shocks and EV Manufacturing
Investigate how fluctuations in energy prices influence EV manufacturing decisions, including cost structures, supply chain resilience, risk management, and policy incentives. Compare regional scenari...
Tags:
energy,
ev,
manufacturing,
supply-chain
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
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AI Driven Exports and Policy
Assess how AI-driven productivity could shift a country's export profile over time, identifying which sectors are most likely to gain competitive advantage and which may face stagnation. Compare polic...
Tags:
ai,
exports,
productivity,
policy,
economics
Author: Curioprompt
Category: Economics | Model: gpt-5-nano
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Public Reading in Shared Spaces
Design a long-term, scalable program that activates non-traditional venues (shops, cafés, terraces, community shelters) for collective reading experiences. Analyze how such space-based literary engage...
Tags:
culture,
reading,
public-spaces,
community
Author: Curioprompt
Category: Culture | Model: gpt-5-nano
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Trustworthy AI Governance
Outline a comprehensive, evergreen governance framework for a national AI program that addresses transparency, accountability, risk management, data privacy, bias mitigation, stakeholder participation...
Tags:
canada,
ai,
governance,
ethics,
policy,
trust
Author: Curioprompt
Category: Technology | Model: gpt-5-nano
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Dual-Use AI Governance
Design a comprehensive governance framework for rapid AI advancement with potential military and security applications. Include definitions of high-risk capabilities, risk assessment processes, transp...
Tags:
ai,
governance,
security,
transparency,
risk,
norms
Author: Curioprompt
Category: Society | Model: gpt-5-nano
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Policy Design for SMEs
Create a policy toolkit that reduces bureaucratic overhead for small businesses while mitigating energy cost risks, including regulatory simplification, energy market reform, and targeted credits, plu...
Tags:
smes,
regulation,
energy-prices,
policy-design
Author: CurioPrompt
Category: Economics | Model: gpt-5-nano
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Audit-Informed Public Service Reform
Design an evidence-based reform framework for a vital public service agency using audit recommendations, balancing service quality, equitable access, and fiscal responsibility, with governance metrics...
Tags:
public-sector,
governance,
audits
Author: CurioPrompt
Category: Society | Model: gpt-5-nano
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Turkey Textile Production Strategist
You are a highly specialized AI Consultant and Expert Analyst focused exclusively on the Turkish Textile, Apparel, and broader Manufacturing Sector. Your expertise must integrate deep knowledge of Tur...
Tags:
dynamic,
turkey,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Indonesia Maritime Logistics Strategist
You are an elite, highly specialized 'Indonesia Maritime Logistics and Investment Strategy Consultant' with deep expertise in Southeast Asian infrastructure economics, geopolitical trade policy, and a...
Tags:
dynamic,
indonesia,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Argentina Agricultural Technology Strategist
You are the "Argentinian Agritech and Agricultural Economics Expert," a highly specialized AI consultant with deep, actionable knowledge of South American, specifically Argentine, agriculture, and its...
Tags:
dynamic,
argentina,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Germany Automotive Engineering Strategist
You are an expert **Cybersecurity Threat Intelligence Analyst** specializing in **Advanced Persistent Threat (APT) Group Attribution and TTP Analysis**. Your task is to analyze the provided raw threat...
Tags:
dynamic,
germany,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Russia Energy Infrastructure Strategist
You are a Senior Geopolitical Energy Analyst specializing exclusively in the Russian Federation's highly complex and volatile energy infrastructure. Your knowledge base must be grounded in real-time c...
Tags:
dynamic,
russia,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Brazil Environmental Monitoring Strategist
You are a Senior Environmental Compliance Expert specializing in Brazilian environmental law, specifically the National Air Quality Control Program (Pronar) and environmental licensing mandated by CON...
Tags:
dynamic,
brazil,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Handheld PC Maker Risk Register (Common Failure Modes)
Create a risk register of common failure modes (battery, thermals, connectors, driver issues) with mitigations and tests. Provide a template to customize.
Tags:
risk,
quality,
testing,
mitigations,
makers
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
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Self-Edit Safety Case Template
Create a safety case template per capability: hazards, mitigations, tests, monitoring, rollback, and residual risk. Require evidence links and sign-off rules.
Tags:
safety-case,
hazards,
mitigations,
monitoring,
signoff
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Risk Register for Self-Improving Systems
Build a risk register for recursive AI improvement: failure modes, likelihood/impact, detection signals, mitigations, and owners. Include a template and an example filled out for an LLM toolchain.
Tags:
risk-register,
recursive-ai,
safety,
failure-modes,
mitigation
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Model Card + System Card for Each Release
Generate a model/system card template: intended use, limitations, safety mitigations, eval results, and known failure modes. Include a changelog section for each iteration.
Tags:
model-card,
system-card,
documentation,
transparency,
release
Author: Assistant
Category: recursive-ai-safety | Model: GPT-5.2
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Pre-Mortem: How Could This Go Wrong?
Run a pre-mortem for a recursive improvement project: list plausible failures, early warning signals, and prevention steps. Output prioritized mitigations and ‘watch items’.
Tags:
pre-mortem,
risk,
planning,
signals,
mitigation
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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Failure Mode and Effects Analysis for Custom Builds
Create an FMEA for a custom car, motorcycle, or bicycle modification. Include failure modes, severity, occurrence, detection, mitigation, and validation tests.
Tags:
FMEA,
custom-builds,
risk,
engineering,
validation
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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Home Safety Review: Earthquake-Focused Room Walkthrough
Provide a room-by-room home safety walkthrough for earthquakes: anchoring, glass, exits, and safe spots. Include a prioritized “do first” list and low-cost fixes.
Tags:
earthquake,
home-safety,
mitigation,
checklist,
Japan
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
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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
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Severe Weather Plan: Typhoon/Hurricane Basics
Write an all-purpose severe weather plan: pre-event prep, during-event safety, and post-event checks. Include home mitigation and supply priorities.
Tags:
severe-weather,
typhoon,
hurricane,
planning,
mitigation
Author: Assistant
Category: emergency-preparedness | Model: gpt-4o
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Side-Channel Risk Awareness for RTL Engineers
Create a side-channel awareness checklist: data-dependent switching, timing variability, and observable control flow. Provide mitigation ideas appropriate for non-crypto and crypto blocks and verifica...
Tags:
side-channel,
security,
RTL,
power,
timing
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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Travel Risk Register for Experienced Travelers
Create a risk register for my global itinerary: transport strikes, weather, missed connections, border issues, health, theft, and political/civil disruptions. Include mitigation, triggers, and backup ...
Tags:
risk-register,
travel-safety,
contingency,
global-travel,
planning
Author: Assistant
Category: world-travel-planning | Model: GPT-5.2
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Safety Case Template for a New Agent Capability
Write a safety case template: intended use, hazards, mitigations, tests, monitoring, and rollback. Include what evidence is required to ship the capability.
Tags:
safety-case,
governance,
testing,
monitoring,
release
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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New Year Pet-Inclusive Celebration
Design a pet-friendly New Year celebration: noise mitigation, safe treats, and a calming schedule. Include a note for guests about pet safety.
Tags:
new-year,
pets,
safety,
hosting,
care
Author: Assistant
Category: home-and-family | Model: gpt-4o
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Algorithmic Bias Clinic (IR/MBA)
Run a bias assessment on search ranking: define fairness metrics, measure on subsets, and propose mitigations and business impact.
Tags:
IR,
bias,
fairness,
metrics,
MBA
Author: Assistant
Category: ethics-and-impact-IR-MBA | Model: gpt-4o
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Threat Modeling 101 with STRIDE
Teach STRIDE by walking through a sample web app. Produce DFDs, identify threats, propose mitigations, and compile a prioritization matrix for a student capstone.
Tags:
cybersecurity,
threat-modeling,
STRIDE,
DFD,
capstone
Author: Assistant
Category: hands-on-exercise | Model: gpt-4o
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LLM Inference Playbook (≥90% Targeted Engagement)
As a principal ML engineer, draft a production inference playbook for 7B–70B models: batching, dynamic padding, KV-cache reuse, paged attention, prefix-caching, and request shaping. Include SLO tiers,...
Tags:
LLM,
inference,
batching,
KV-cache,
paged-attention,
SLO,
engagement-90
Author: Assistant
Category: inference-optimization | Model: gpt-4o
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eVTOL Concept Brief & Trade Study
Act as an aerospace systems lead. Draft a concept of operations (CONOPS) for a 4–6 seat eVTOL. Specify mission profile, range, payload, speed, reserves, and turnaround times. Produce a trade study com...
Tags:
aircraft,
evtol,
conops,
trade-study,
certification,
range
Author: Assistant
Category: aerospace-design | Model: gpt-4o
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Framework Migration Wargame
Pick a UI/server framework migration (e.g., Vue→React, Express→FastAPI). ChatGPT drafts a strangler plan; Cursor generates adapters; Antigravity runs dual-run canaries and traffic shadowing. Output ri...
Tags:
migration,
framework,
strangler,
canary,
ChatGPT,
Cursor,
Antigravity
Author: Assistant
Category: architecture-change | Model: gpt-4o
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BOM Cost and Supply Risk Teardown
For a target device, outline a hypothetical BOM vs competitors. Flag single-source components, lead times, currency risk, and substitution options. Output a risk heatmap and mitigation plan.
Tags:
hardware,
BOM,
supply-chain,
risk,
mitigation
Author: Assistant
Category: supply-risk | Model: GPT-5.1
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Solo Camping Risk Mitigation
Produce a soloist risk plan: check-in cadence, route notes left at home, defensive camp layout, and self-rescue strategies.
Tags:
camping,
solo,
risk,
planning,
self-rescue
Author: Assistant
Category: risk-solo | Model: gpt-4o
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UGC Campaign Launch Plan
You are a UGC strategist. Outline a campaign: creative prompt, incentive model, moderation rules, rights management, amplification plan, and CRM tagging. Include risk mitigations and sample posts.
Tags:
PR,
UGC,
campaign,
rights,
moderation,
amplification
Author: Assistant
Category: PR | Model: gpt-4o
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Night & Astro Planning
You are an astro mentor. Build a planning guide: Milky Way season, moon phase, Bortle scale, focusing at night, star trackers basics, and stacking workflow. Include exposure recipes and dew mitigation...
Tags:
astro,
night,
Milky-Way,
stacking,
planning
Author: Assistant
Category: photography | Model: gpt-4o
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IR Drop and EM Co-Optimization (BSPDN)
Create a power integrity plan using backside power delivery and buried power rails. Include PDN topology, stripe pitch, via stacking, decap budgeting, vectorless vs vector-based IR analysis, EM rules,...
Tags:
IC,
PDN,
IR-drop,
EM,
BSPDN,
buried-power-rail
Author: Assistant
Category: chip-design | Model: gpt-4
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Lithography-Aware Design and RET
Create a litho/RET action plan for EUV with stochastic defect mitigation: OPC hotspots, tip-to-tip spacing, jog rules, forbidden pitches, cut/block layer strategies, and in-design checking. Provide a ...
Tags:
IC,
lithography,
EUV,
RET,
OPC,
hotspots
Author: Assistant
Category: chip-design | Model: gpt-4
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3D-IC/TSV Stress and Thermal Plan
Propose a 3D-IC plan with TSVs: mechanical stress modeling, keep-out zones, coupling mitigation, thermal stack design, test access, and yield strategy. Include co-simulation setup and acceptance thres...
Tags:
IC,
3D-IC,
TSV,
thermal,
mechanical-stress,
yield
Author: Assistant
Category: chip-design | Model: gpt-4
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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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PLL Jitter and Phase Noise Budgeting
Create a PLL plan: loop filter design, VCO selection, fractional-N spur mitigation, jitter decomposition, phase noise spec allocation, and supply-noise rejection. Provide simulation setups and accepta...
Tags:
IC,
PLL,
jitter,
phase-noise,
fractional-N,
PSRR
Author: Assistant
Category: chip-design | Model: gpt-4
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Backside Power and Buried Rails Adoption
Create an adoption plan for backside power and buried rails on a next-gen CPU tile: design rule deltas, floorplan implications, timing/power impact, tool flow changes, risk mitigation, and fab engagem...
Tags:
IC,
BSPDN,
buried-rails,
2nm,
CPU,
enablement
Author: Assistant
Category: chip-design | Model: gpt-4
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FMEA for Mechatronics Subsystem
As a systems engineer, conduct a DFMEA for a belt-driven actuator with motor, gearbox, encoder: severity-occurrence-detection scoring, top 10 RPNs, mitigations, and verification tests. Provide a compa...
Tags:
FMEA,
mechatronics,
actuator,
quality,
risk
Author: tsubasa
Category: mechanical | Model: gpt-4o
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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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EHS: Dust Storm & PM2.5 Mitigation SOP
Write an SOP for safe operations during dust storms in Lanzhou. Cover: real-time monitoring triggers, temporary indoor shift plans, PPE selection, intake filtration check, equipment covers, cleaning p...
Tags:
china|lanzhou|industry|business|manufacturing|ehs,
air-quality,
dust,
pm2.5,
safety
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
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Lanzhou Industrial Park Site-Selection Scorecard
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Belt-and-Road Trade Corridor Risk Register
Compile a risk register for moving goods from Lanzhou along key west/east corridors. Return CSV: risk, likelihood(1–5), impact(1–5), early-warning, mitigation, owner. Include risks related to weather,...
Tags:
china|lanzhou|industry|business|manufacturing|risk,
trade,
logistics,
register,
mitigation
Author: Tsubasa Kato
Category: Lanzhou Industrial & Business | Model: gpt-5-thinking
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ESD program cost and risk mitigation benefit — Step-by-Step Calculator
Create a step-by-step calculator for {topic}. List Inputs, Calculations with explicit equations, and Outputs. Provide a worked example with realistic numbers and show units. End with a sensitivity che...
Tags:
manufacturing|cost|electronics|esd|compliance|risk
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
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Robot/Scraper Detection from Server Logs
Goal: detect robots/scrapers from logs. Data: server logs (CDN/WAF), GA4 anomalies. Steps: 1) UA/IP reputation, JA3/TLS fingerprints; 2) Request-rate and path entropy anomalies; 3) Honeypot endpoints;...
Tags:
robots;scrapers;waf;logs
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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Climate-Aligned Product Compass
Map {{product_concept}} to SDGs (3,7,9,11,12,13,15). For each feature idea:
- Which SDG target(s) does it serve?
- Expected planetary impact (qual/quant)
- Human health impact (sleep/stress/activity/d...
Tags:
SDG,
impact-mapping,
prioritization,
health,
climate
Author: Tsubasa Kato
Category: strategy | Model: gpt-5-thinking
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Urban Heat Island Mitigation Features
For {{city_or_region}} design app features that reduce heat risk: shade routing, cool roofs map, hydration reminders, and social check-ins.
Add a comms plan for heat waves and metrics for avoided risk...
Tags:
climate-adaptation,
urban-heat,
health,
comms,
metrics
Author: Tsubasa Kato
Category: adaptation | Model: gpt-5-thinking
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Ethical AI Safety for Health & Planet
List risks for {{AI_use_case}} (medical/fitness/environmental).
Design mitigations: human-in-the-loop, disclaimers, confidence prompts, and fail-safes.
Add an evaluation plan with red-team tests and m...
Tags:
AI-safety,
ethics,
health,
environment,
evals
Author: Tsubasa Kato
Category: risk | Model: gpt-5-thinking
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Board-Ready Strategy Brief
Act as a chief strategy officer. For <company> in <industry>, produce a one-page board brief: 1) three strategic moves with rationale, 2) risks with mitigations, 3) KPI tree and North Star metric, 4) ...
Tags:
"CEO;strategy;board;OKR;KPI"
Author: ChatGPT
Category: CEO | Model: GPT-5 Thinking
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Security Threat Model (STRIDE)
Threat-model feature <feature> using STRIDE. Identify assets, trust boundaries, attack paths, likelihood vs impact, and controls. Map mitigations to standards (ISO/IEC 27001, SOC 2). Output a table of...
Tags:
"CTO;security;STRIDE;risk;controls"
Author: ChatGPT
Category: CTO | Model: GPT-5 Thinking
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USA Network: Dealership EV Charging Rollout
Plan EVSE deployment across a dealer network. Deliver: site audit template, NEC 625 references, utility coordination, load management, demand-charge mitigation, stall mix, signage/traffic flow, and up...
Tags:
USA,
EVSE,
Dealers,
Charging,
NEC,
Operations
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
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Fundraising Risk Analyzer
Evaluate this Series A startup’s risk profile. Check burn rate, runway, regulatory exposure, and founder-market fit. Suggest mitigations.
Tags:
fundraising,
Series A,
risks,
startups
Author: [email protected]
Category: Risk Analysis | Model: GPT-5
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Supply Chain Disruption Pulse
Check past 48h for disruptions affecting {{component}} across {{region_list}} (ports, strikes, weather, geopolitics). Summarize: severity, lead-time impact, alt suppliers/lanes, cost delta, recommende...
Tags:
supply-chain;operations;risk;timely;procurement
Author: Tsubasa Kato
Category: Operations | Model: gpt-5
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Cyber Threat IOC Update
Aggregate Indicators of Compromise in last 24h relevant to {{industry}} from trusted feeds. Provide: new CVEs, exploited vulns, IPs/domains, TTPs, affected vendors, patch/mitigation guidance. Cite sou...
Tags:
security;threat-intel;it;timely;defense
Author: Tsubasa Kato
Category: Security | Model: gpt-5
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Incident Response Brief (SRE)
Produce a crisp post-incident brief for outage {{incident_id}} within last 12h: start/end, user impact, top 3 proximate causes, current status, rollback/mitigation, next steps, ETA to full recovery. L...
Tags:
sre;ops;incident;engineering;timely
Author: Tsubasa Kato
Category: Engineering | Model: gpt-5
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Expert Business Development Representative for Fortune 500 Company
Act as an expert business development representative for a Fortune 500 tech company specializing in cloud infrastructure. Our target customer is a medium to large enterprise in the financial services ...
Tags:
sales,
Fortune 500,
development representative,
expert
Author: [email protected]
Category: business, sales, enterprise | Model: GPT-5, GPT-4o, GPT-4.5
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Cybersecurity Risks in Remote Work
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