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Showing results for "edge"
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Italy Fashion Design Strategist
You are the ultimate Authority on Italian Fashion Industry Strategy, a blend of a master artisan, a global market strategist, and an industrial policy consultant specializing in the *Made in Italy* se...
Tags:
dynamic,
italy,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Australia Mining Technology Strategist
You are an elite, highly specialized 'Australia Mining Technology and Mineral Processing Expert'. Your expertise spans the entire modern mining value chain, from exploration expenditure trends to comp...
Tags:
dynamic,
australia,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Refactor Safety Net: Characterization Tests
Design characterization tests for legacy code before refactoring: capture I/O behavior, edge cases, and performance baselines. Use them as a gate for changes.
Tags:
legacy,
characterization-tests,
refactoring,
regression
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Documentation Crawler With Citation Store
Design a doc crawler + citation store so the agent can quote authoritative sources for API usage and edge cases. Include freshness checks and version pinning.
Tags:
docs-crawler,
citations,
freshness,
versioning,
grounding
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Safe Self-Improvement for Internationalization Logic
Create a plan to safely modify locale/date/number formatting: add tests for edge locales, verify backward compatibility, and avoid breaking user settings.
Tags:
i18n,
locales,
formatting,
compatibility,
tests
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Physical AI Roadmap (Robotics/Automation)
Create a physical AI roadmap for 2026: use cases, safety constraints, simulation strategy, edge compute needs, and incident handling. Include a phased pilot plan with success criteria.
Tags:
physical-AI,
robotics,
edge,
safety,
roadmap
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
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Guarded Generation via Constraints
Implement constrained decoding: lexically constrained beam search, regex/JSON constraints, and numerical guards. Provide examples and edge-case tests.
Tags:
LLM,
constrained-decoding,
regex,
beam-search,
validation
Author: Assistant
Category: controlled-generation-LLM | Model: gpt-4o
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Edge-Case Explorer & Fuzzing
ChatGPT enumerates edge cases; Cursor scaffolds fuzzing harness; Antigravity runs fuzzers in CI and bisects crashes. Output a triage SOP.
Tags:
fuzzing,
edge-cases,
reliability,
Cursor,
Antigravity,
ChatGPT
Author: Assistant
Category: resilience-testing | Model: gpt-4o
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Packaging & IFU Localization
Provide packaging/IFU rules: bilingual labels (EN/zh-TW), safety icons, recycling marks, UPC/EAN barcodes, and drop/edge crush tests.
Tags:
hardware,
packaging,
IFU,
labels,
testing,
localization
Author: Assistant
Category: packaging-engineering | Model: gpt-4o
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Edge AI for Point-of-Care Devices
You are an embedded AI lead. Design an edge pipeline for POC devices: on-device inference, quantization, latency budgets, offline fallback, and remote update policy. Include safety/alerting tests.
Tags:
edge-AI,
POC-devices,
quantization,
latency,
safety
Author: Assistant
Category: medical-devices-ICT | Model: gpt-5
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Edge AI on SBCs with ONNX Runtime
You are an edge-AI guide. Show how to deploy a small vision model on a Raspberry Pi-class SBC with ONNX Runtime. Include quantization steps, I/O pipeline, and FPS/power targets.
Tags:
edge-AI,
ONNX,
quantization,
SBC,
vision
Author: Assistant
Category: ai | Model: gpt-4o
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Visionary Product Narrative
Act as a founder-CEO. Write a 1-page product narrative: problem, vision, strategic insight, why now, unique edge, roadmap (now/next/later), proof points, and customer story. Keep it crisp and rally th...
Tags:
storytelling,
vision,
product,
roadmap,
leadership
Author: tsubasa
Category: leadership | Model: gpt-4o
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QAOA for Max-Cut: From Graph to Params
Given an unweighted graph (edge list), generate steps to formulate a Max-Cut QAOA instance: cost & mixer Hamiltonians, initial state, parameterization, and classical optimizer loop. Output Python-like...
Tags:
quantum|qaoa|maxcut|pseudocode|json
Author: Curioforce Corp. Corp.
Category: Quantum Tech | Model: gpt-5-thinking
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Prompt to Program Skeleton
Translate the prompt’s requirements into a lightweight program skeleton with function signatures, I/O types, and edge cases. Provide implementations for input parsing and output validation. Language-a...
Tags:
prompt|program|skeleton|pseudocode
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
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Inbox Triage Rules (Gmail/Outlook)
Create rules to triage emails: label, route, SLA timers, and VIP alerts. Include regex-like filters, edge cases, and a weekly review checklist. Return as a table.
Tags:
automation|email|triage|sla|rules
Author: Curioforce Corp. Corp.
Category: Small Business Automation | Model: gpt-5-thinking
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Ho Chi Minh City – Modern & Colonial — Transit‑Only Route
Build a route in Ho Chi Minh City, Vietnam that uses only trains/buses/ferries. List 12 stops with platform edge guidance and exit signs to the vantage.
Tags:
asia|vietnam|saigon|colonial|photography
Author: Inspire Search Corp.
Category: Travel Photography (Asia) | Model: gpt-5-thinking
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Optimizing Edge AI Workflows with Latest Equipments
Write a detailed guide on configuring and utilizing the latest edge GPU boards for enhanced GenAI performance in robotics professionals' work. Include step-by-step instructions, optimal hardware confi...
Tags:
Robotics,
AI,
EdgeComputing,
GPU,
HPC,
GenAI
Author: Prompt Generator
Category: TechGuides | Model: llama3.1:latest
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Efficient Edge Computing with GenAI and GPU Boards
Write a GenAI prompt for a robotics engineer to optimize edge computing workloads on the latest NVIDIA A100 GPUs, ensuring seamless integration with robotic systems.
Tags:
edge-computing,
AI-robotics,
NVIDIA-GPU,
GenAI-prompting
Author: Prompt Generator
Category: Tech/Engineering | Model: llama3.1:latest
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Optimizing Robot Workflows with Edge GPU Boards
Create a GenAI prompt that generates optimized workflows for robot professionals using the latest edge GPU boards, integrating tasks like object recognition, motion planning, and real-time processing.
Tags:
Robotics,
AI,
Prompts,
EdgeGPU,
GPUBoards
Author: Prompt Generator
Category: GenAI Prompts | Model: llama3.1:latest
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Optimizing Robot Assembly with Edge AI
Write a GenAI prompt that generates step-by-step instructions for a robot professional to assemble and calibrate an industrial robotic arm using the latest edge GPU boards, minimizing assembly time by...
Tags:
Robotics,
AI,
Prompt Engineering,
Edge Computing,
GPU Acceleration
Author: Prompt Generator
Category: Industrial Automation | Model: llama3.1:latest
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Efficient Edge AI Workflows for Robot Professionals
Generate a detailed step-by-step guide on how to implement real-time object detection and segmentation using the latest edge GPU boards (e.g., NVIDIA Jetson or Google Coral) in a robot's workflow, foc...
Tags:
robotics,
AI,
edgeGPU,
NVIDIA,
Jetson,
Google,
Coral
Author: Prompt Generator
Category: Robotics/AI | Model: llama3.1:latest
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Optimizing GenAI Workflows for Edge GPU Boards
Write a comprehensive GenAI prompt that utilizes the latest edge GPU boards to accelerate tasks such as data annotation, object detection, and predictive modeling for a team of robotics engineers.
Pr...
Tags:
robotics,
AI,
prompts,
edgeGPU,
GenAI
Author: Prompt Generator
Category: AI Development | Model: llama3.1:latest
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GenAI Workflows for Edge Computing on GPU Boards
Develop a GenAI workflow that leverages the processing power of edge GPU boards to optimize robotic task execution, including real-time data analysis and decision-making. Consider integrating with lat...
Tags:
robotics,
edge-AI,
gpu-boards,
genai,
workflows
Author: Prompt Generator
Category: Robotics/AI | Model: llama3.1:latest
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Optimizing Robot Tasks with Edge GPU Boards
Develop a GenAI prompt that integrates robotic process automation, computer vision, and edge computing to streamline inspection tasks on factory floors using NVIDIA's latest Ampere-based GPU boards.
Tags:
robotics,
genai,
prompt,
edgegpu,
nvidia,
ampere,
computer vision,
process automation
Author: Prompt Generator
Category: GenAI for Industry | Model: llama3.1:latest
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GenAI Workflows for Edge GPU Robotics
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GenAI Workflow Optimization for Edge GPU Boards
Optimize GenAI workflow by analyzing performance on latest edge GPU boards and integrating new equipment to enhance productivity and efficiency in robot professional tasks, focusing on real-time data ...
Tags:
GenAI,
EdgeGPU,
Robotics,
WorkflowOptimization,
AIIntegration
Author: Prompt Generator
Category: Robotics & AI | Model: llama3.1:latest
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Designing Optimal Simulation Scenarios for HPC Clusters
Describe a workflow to optimize simulation scenarios on an HPC cluster, minimizing computational resources and maximizing accuracy.
Please provide:
- A step-by-step process for selecting suitable alg...
Tags:
HPC,
simulations,
optimization,
workflow design
Author: Prompt Generator
Category: Supercomputing | Model: llama3.1:latest
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Edge–Cloud Green Blueprint
Propose an edge–cloud architecture for {{use_case}} to minimize data movement and energy.
Deliver:
- What runs on-device vs edge vs cloud
- Compression/feature extraction strategy
- Federated learning...
Tags:
edge,
cloud,
energy-efficiency,
privacy,
wellness
Author: Tsubasa Kato
Category: architecture | Model: gpt-5-thinking
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Ultra‑Efficient Edge Inference
Optimize on-device inference for {{model}} on {{chipset}}.
Techniques: quantization (int8/4), sparsity, operator fusion, caching, batching, scheduler tweaks.
Report latency/energy tradeoffs and a roll...
Tags:
edge,
inference,
quantization,
sparsity,
latency
Author: Tsubasa Kato
Category: performance | Model: gpt-5-thinking
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Japan Manufacturing: TPS Digital Andon Rollout
Act as a plant Kaizen lead in Japan. Deliver a 12-week plan to modernize Andon/Kanban with tablets and edge sensors. Include: value-stream map, heijunka leveling, e-Andon schema, takt dashboards, stan...
Tags:
Japan,
TPS,
Andon,
Kanban,
Manufacturing,
IATF 16949,
Kaizen
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
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SOHO: Printerless Workflow Conversion
Help a small office go paper-light. Deliver: e-sign flow, scan-to-cloud, template library, retention policy, secure release print for edge cases. KPIs: print pages ↓, turnaround ↓. Output: app shortli...
Tags:
SOHO,
productivity,
esign,
document,
policy
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
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Robotics Dev Co.: Sim-in-the-Loop CI Pipeline
You are a robotics CI lead. Design a sim-in-the-loop pipeline for perception + planning stacks. Deliver: scenario library spec (lighting, occlusion, rare edge cases), metrics (success %, collision=0, ...
Tags:
robotics,
simulation,
CI/CD,
testing,
telemetry,
metrics
Author: Tsubasa Kato
Category: Engineering | Model: GPT-5 Thinking
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AI-Enhanced Deal Screening
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Glacial Melt Droplet Macro
Render a 9-second extreme macro of a melt droplet forming on a glacial edge, acting as a lens that inverts a mountain scene behind it. Camera: tripod macro; shimmer, refraction, breath-frost.
Tags:
nature;macro;glacier;refraction;minimal
Author: Assistant
Category: Nature | Model: Sora
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Edge Computing Market Opportunities
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