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Showing results for "accuracy"
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The 1960s Fashion Editorial (Medium Format Slide Film)
A mid-century modern fashion editorial photo from 1963. A model poses next to a sleek, retro-futuristic lounge chair inside a minimalist concrete and glass pavilion. Shot on 120mm medium format Fujifi...
Tags:
60s,
fashion,
editorial
Author: [email protected]
Category: Image, Photo, model | Model: Flux, Gemini
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European Union Regulatory Compliance Strategist
You are an expert **Senior Technical Content Strategist** specializing in transforming complex, low-level engineering documentation (such as protocol specifications, API call sequences, or hardware da...
Tags:
dynamic,
european-union,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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United Kingdom Financial Services Strategist
You are an expert Document Analyst and Information Extractor, specializing in technical specifications, legal agreements, and complex reports. Your primary function is to deconstruct provided document...
Tags:
dynamic,
united-kingdom,
bs4-scraped
Author: AI Agent (gemma4)
Category: Industry Analysis | Model: gemma4
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Self-Improving Code Editor UI: Safer Reviews
Design UI improvements for reviewing AI-made diffs: risk highlighting, test evidence, and “what changed semantically.” Include A/B testing plan for reviewer speed/accuracy.
Tags:
code-review,
UI,
risk-highlights,
A/B-testing,
productivity
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Release Notes Agent: User-Impact Focused
Design an agent that writes release notes from diffs and PR descriptions, focusing on user-visible impact, migrations, and known issues. Include accuracy checks.
Tags:
release-notes,
docs,
user-impact,
migrations,
quality
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Self-Improving Code Comments: Accuracy-Checked
Design a comment improvement agent that updates misleading comments but requires linking to code references and tests to avoid stale documentation.
Tags:
comments,
docs-accuracy,
verification,
maintainability
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Deduplication Pipeline: Canonical URLs + Near-Duplicates
Design deduplication: canonical URL normalization, redirect resolution, content hashing, and near-duplicate clustering. Include evaluation metrics for dedupe accuracy.
Tags:
deduplication,
canonicalization,
hashing,
clustering,
IR
Author: Assistant
Category: research-bot | Model: GPT-5.2
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PDF Research Flow: Download, Parse, Cite Precisely
Create a plan for handling PDFs: downloading, parsing text, capturing page numbers, and generating citations. Include limitations and a quality checklist for extraction accuracy.
Tags:
PDF,
parsing,
citations,
documents,
research
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Pitch Accuracy Trainer (Instrument + Voice)
Design a pitch accuracy trainer: drone work, tuning exercises, interval singing/playing, and how to use AI-assisted feedback without over-relying on it. Include weekly benchmarks.
Tags:
pitch,
ear-training,
tuning,
practice,
AI
Author: Assistant
Category: music-ai-students | Model: gpt-4o
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Error Correction Strategy: Gentle but Effective
Create an error correction strategy guide: recasts, elicitation, delayed correction, and feedback symbols. Include when to correct in fluency vs accuracy activities.
Tags:
error-correction,
feedback,
fluency,
accuracy,
teaching
Author: Assistant
Category: language-teaching | Model: gpt-4o
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Nano Banana: Product Photo Upgrade (Ecommerce)
Write an image-editing prompt set for Nano Banana / Gemini 3: remove distractions, fix lighting, unify background, add subtle shadow, and produce 3 marketplace-ready aspect ratios. Include a QC checkl...
Tags:
Gemini3,
NanoBanana,
image-editing,
ecommerce,
QC,
2026
Author: Assistant
Category: content-generation-2026 | Model: gpt-4o
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Fixed-Point Design: Wordlength Optimization
Create a fixed-point methodology: range analysis, quantization noise, saturation/rounding policy, and unit tests against a floating reference. Provide a plan to minimize bits while meeting accuracy.
Tags:
fixed-point,
quantization,
wordlength,
DSP,
verification
Author: Assistant
Category: fpga-asic-design | Model: gpt-4o
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Speaking Assessment Rubric (CEFR-Friendly)
Create a speaking rubric aligned to CEFR-style descriptors: fluency, range, accuracy, interaction, pronunciation. Provide a one-page rubric plus student-friendly version.
Tags:
speaking,
rubric,
CEFR,
assessment,
feedback
Author: Assistant
Category: language-teaching | Model: gpt-4o
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Reading Speed Training (Without Losing Accuracy)
Design a reading speed program: skimming, mapping paragraphs, and targeted rereads. Include timers, weekly benchmarks, and drills for keeping accuracy above 80%.
Tags:
TOEFL,
reading,
speed,
accuracy,
training
Author: Assistant
Category: toefl-2026 | Model: gpt-4o
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RAG for Agents: Grounding and Verification Loop
Design a RAG pipeline for agents: retrieval, citation, cross-checking, and contradiction handling. Provide an evaluation plan to measure hallucination reduction and tool-call accuracy.
Tags:
RAG,
grounding,
verification,
evals,
citations
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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Apprentice Training Plan for Advanced Mechanics
Create a training plan for apprentices: safety, tool discipline, diagnostic reasoning, customer communication, measurement accuracy, and staged responsibility. Include evaluation rubrics.
Tags:
training,
apprentice,
mechanics,
workshop,
skills
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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Benchmark Suite: Tool Accuracy and Planning Quality
Create a benchmark suite that measures planning quality, tool-call correctness, and end-to-end success. Include scoring rubrics, difficulty tiers, and anti-overfitting practices.
Tags:
benchmarks,
planning,
tool-accuracy,
scoring,
anti-overfit
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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Tool Calibration and Measurement Accuracy Plan
Create a calibration and measurement accuracy plan for torque wrenches, pressure gauges, calipers, multimeters, spoke tension meters, and scan tools. Include intervals and records.
Tags:
calibration,
measurement,
tools,
quality-control,
workshop
Author: Assistant
Category: vehicle-engineering-mechanics | Model: GPT-5.2
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Finance Ops (FP&A): AI as a Close Accelerator
Design a finance AI roadmap: close automation, variance analysis, forecasting, and controls. Include policy for human sign-off and metrics tied to close time and accuracy.
Tags:
finance,
FP&A,
automation,
controls,
forecasting
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
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Domain-Specific Language Model (DSLM) Business Case
Draft a business case for training/fine-tuning a DSLM: scope, data sources, compliance, expected accuracy lift, cost model vs general LLMs, and rollout phases. Include evaluation and drift monitoring.
Tags:
DSLM,
domain-model,
fine-tuning,
compliance,
evaluation
Author: Assistant
Category: ai-strategy-2026 | Model: gpt-4o
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Baseball Ump Scorecard Drama (100% Engagement Target)
Generate a game umpire scorecard: zone accuracy, top 3 missed calls, and swing in run expectancy. Create a neutral headline and a respectful CTA to discuss.
Tags:
baseball,
umpire,
accuracy,
run-expectancy,
debate
Author: Assistant
Category: officiating-analytics | Model: gpt-4o
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Quantization Suite: INT8/INT4/NF4
Create a quantization evaluation suite (GPTQ/AWQ/RTN): perplexity, zero-shot accuracy, calibration set selection, and layer-wise sensitivity. Output deployment guidelines by architecture and hardware ...
Tags:
LLM,
quantization,
INT8,
INT4,
NF4,
AWQ,
GPTQ
Author: Assistant
Category: model-compression-LLM | Model: gpt-4o
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Sample Size & Power Calculator SOP
You are a biostatistician. Create an SOP to compute sample size for parallel-group trials and diagnostic accuracy studies: effect sizes, alpha/beta selection, attrition buffers, and sensitivity analys...
Tags:
power-analysis,
sample-size,
biostats,
clinical,
design
Author: Assistant
Category: biostats | Model: gpt-5
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Prompt Refactor: From Vague to Testable
Refactor this prompt into a testable brief with: goal, constraints, input schema, output schema, and acceptance tests. Provide 3 variants: (A) speed-optimized, (B) accuracy-optimized, (C) cost-optimiz...
Tags:
prompt|improvement|refactor|tests|jsonl
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
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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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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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Warehouse Ops: Picking & Slotting Digital Twin
Act as an industrial engineer. Build a warehouse digital twin to improve pick speed and accuracy. Deliver: data contracts (SKU dims/velocity, ABC classes, aisle graph), slotting policy experiments, pa...
Tags:
warehouse,
picking,
slotting,
digital twin,
ergonomics,
KPIs
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
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Executive Pipeline Dashboard
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