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Showing results for "machining"
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Democratizing AI Infrastructure
Propose a blueprint for a low-cost AI stack that empowers hobbyists, educators, small businesses, and startups to experiment with machine learning. Include hardware options (open hardware vs. embedded...
Tags:
ai,
hardware,
open-source,
cloud,
democratization
Author: CurioPrompt
Category: Technology | Model: gpt-5-nano
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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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Handheld as a Dev Machine: Portable Programming Setup
Design a portable dev setup on a handheld PC: editor, terminal, containers, SSH, and battery-friendly settings. Include a workflow for commuting.
Tags:
dev-setup,
programming,
terminal,
SSH,
commuter
Author: Assistant
Category: handheld-pc-makers | Model: GPT-5.2
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DFT Planning: Scan, MBIST, and Observability
Create a DFT plan: scan insertion strategy, test points, MBIST for SRAMs, and how to ensure observability/controllability for critical state machines. Provide early RTL guidelines to avoid DFT pain.
Tags:
DFT,
scan,
MBIST,
testability,
ASIC,
advanced
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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Tokyo Night Rain: Neo-Real B-Roll Pack
Create 8 clips (5–7s each) of Tokyo at night in light rain: reflections, passing trains, vending machines, umbrellas. Provide prompt variants for consistent style and a continuity guide (lens, grain, ...
Tags:
Tokyo,
cinematic,
night,
rain,
B-roll,
Sora2,
Gemini3
Author: Assistant
Category: b-roll-generation | Model: gpt-4o
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Kawasaki Factory Kaizen Sprint
Design a one-week kaizen sprint for a precision parts plant in Kawasaki. Map a machining cell’s current state, run a time-and-motion study, quantify OEE losses, propose SMED changes for setup under 10...
Tags:
kaizen,
lean,
OEE,
SMED,
Kawasaki,
manufacturing
Author: Assistant
Category: lean-operations | Model: gpt-4o
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Sagamihara CNC Program Standard Work
Create standard work for CNC program versioning and setup in Sagamihara. Include tool libraries, offsets management, dry-run protocol, and scrap response flow.
Tags:
CNC,
standard-work,
Sagamihara,
tooling,
setup,
quality
Author: Assistant
Category: machining-best-practices | Model: gpt-4o
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Kawasaki Energy Kaizen (Compressed Air)
Audit compressed air use in Kawasaki machining and paint booths. Find leaks, right-size compressors, add VFD controls, and calculate kWh and CO₂ savings. Provide a 60-day retrofit plan.
Tags:
energy,
compressed-air,
VFD,
CO2,
Kawasaki,
efficiency
Author: Assistant
Category: energy-efficiency | Model: gpt-4o
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Sagamihara Additive Manufacturing Pilot
Plan a polymer AM pilot in Sagamihara: part selection (jigs), print profiles, post-process, and cost model vs machined fixtures. Provide a gate review template.
Tags:
additive,
3D-printing,
jigs,
Sagamihara,
cost,
gate
Author: Assistant
Category: advanced-manufacturing-AM | Model: gpt-4o
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Capsule Wardrobe + Laundry Route
Design a two-week capsule wardrobe and laundry plan using hotel machines or laundrettes. Include packing cubes, sink-wash items, dryer-safe notes, and a day-by-day wear rotation.
Tags:
travel,
packing,
capsule,
laundry,
Europe,
Asia
Author: Assistant
Category: packing-ops | Model: gpt-4o
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Japan Vending Machine Smiles (日本語+EN)
自販機の種類と季節限定ドリンクに関するクリーンなジョーク12個。政治NG。JSONで{setup_ja,punchline_ja,setup_en,punchline_en}。
Tags:
humor,
jokes,
Japan,
vending,
drinks,
Japanese,
bilingual,
clean,
no-politics
Author: Assistant
Category: humor | Model: gpt-4o
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Design-to-Value for Machined Parts
You are a mechanical cost engineer. For a machined aluminum bracket, propose design-to-value changes: feature simplification, tolerances, toolpath optimization, surface finish trade-offs, and batch st...
Tags:
cost-down,
CNC,
machining,
DFM,
value
Author: tsubasa
Category: mechanical | Model: gpt-4o
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Local Supplier Discovery & RFI (Heavy Fabrication)
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Machine Hour Rate (MHR) — depreciation, energy, maintenance, labor burden — Dashboard KPI Pack
Define a KPI pack for {topic}. List 10 KPIs with definitions, units, update cadence, and owner role. Add a weekly review ritual and an action playbook when thresholds are breached. Add topic-specific ...
Tags:
manufacturing|cost|factory|mhr|capex|energy|labor
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
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CNC machining cost estimator (time, tool, setup) — 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|machining|cnc|tooling|setup
Author: Inspire Search Corp.
Category: Manufacturing Costing | Model: gpt-5-thinking
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Caring Mentor Voice
Write a prompt in the style of a caring mentor who says: 'Learn C/C++ and fundamentals to know how the machine really works, then learn Python to ride the future wave of AI and automation.' Keep it fu...
Tags:
career,
CS mentor,
C++,
Python,
DSA
Author: AI Prompt Writer
Category: education | Model: gpt-5
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Land-and-Expand NRR System
Design a land-and-expand machine to hit 120%+ NRR. Include expansion triggers, success plans, executive QBR templates, and a champion-building program per region.
Tags:
NRR,
expansion,
QBR,
success plan,
champions,
customer marketing
Author: ChatGPT
Category: business | Model: gpt-5
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Isle of Machines (TT Vibe)
An 8-second high-speed motorbike pass on a country road lined with stone walls; compression whoosh. Camera: fixed roadside, 240fps as bike slices frame; motion blur, safety marshals visible. No brandi...
Tags:
motorsports;motorbike;country_road;slowmo;speed
Author: Assistant
Category: Motorsports | Model: Sora
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Importance of Regularization
Explain the role of regularization in balancing model complexity and performance in machine learning.
Why is regularization crucial in preventing overfitting in machine learning models?
Tags:
regularization,
machine learning,
AI,
data cleansing
Author: [email protected]
Category: machine learning, AI, data, data cleansing, regularization | Model: GPT-4.1, o3, o4-mini, o4-mini-high
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AI in Algorithmic Trading
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