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Showing results for "sigma-delta"
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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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Unit-Test Generation Agent With Coverage Targets
Create an agent that writes tests before code changes, targets uncovered branches, and proves coverage deltas. Include mutation testing as a safety check.
Tags:
tests,
coverage,
mutation-testing,
quality,
CI
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Intro to Blue Team Telemetry (College)
Create a lab to collect logs from OS, web server, and network sensors. Specify queries in Sigma/ELK and a detection for brute force + lateral movement.
Tags:
blue-team,
SIEM,
telemetry,
Sigma,
ELK,
lab
Author: Assistant
Category: practical-lab | Model: gpt-4o
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Football Fourth-Down Bot Debate (100% Engagement Target)
Simulate a 4th-and-2 decision: present model recommendation (go/punt), coach’s context, and fan poll. Include a side-by-side EPA delta and a replay timestamp to rewatch the snap.
Tags:
football,
analytics,
EPA,
fourth-down,
polls
Author: Assistant
Category: interactive-analytics | Model: gpt-4o
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Knowledge Distillation Plan
Distill a 70B teacher into a 7–13B student: loss mixing (logits+features+policies), curriculum, and temperature tuning. Provide downstream eval deltas.
Tags:
LLM,
distillation,
teacher-student,
curriculum,
losses
Author: Assistant
Category: model-compression-training | Model: gpt-4o
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Morning Desk: Asia/ASEAN Macro Heatmap
Build a pre-market heatmap for Asia/ASEAN showing overnight moves (equities, FX, rates, oil, LNG spot), top policy headlines, and a 6-bullet risk radar. Output a one-page table with color-coded deltas...
Tags:
Asia,
ASEAN,
macro,
markets,
FX,
energy,
editor-workflow
Author: Assistant
Category: newsroom-ops | Model: gpt-4o
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Lightweighting with Cost Guardrails
Propose a 5% mass reduction through materials and topology optimization. Include cost delta caps, supplier readiness, and corrosion strategy. Output a part-by-part plan.
Tags:
automotive,
lightweighting,
cost,
materials,
optimization
Author: Assistant
Category: value-engineering-auto | Model: gpt-4o
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EV Performance Package Brief
As a vehicle dynamics lead, design an EV “performance pack”: motor/inverter specs, tire compound, aero kit (Cd/CdA targets), brake sizing, and thermal management. Output lap-time deltas and range trad...
Tags:
automotive,
EV,
performance,
aerodynamics,
thermal,
tires
Author: Assistant
Category: vehicle-dynamics | Model: gpt-4o
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Skateboard Platform Modularity Plan
Create a modular skateboard chassis supporting 3 wheelbases, 2 battery sizes, and 2 motor configs. Provide hardpoint map, NVH isolation strategy, and manufacturing BOM deltas.
Tags:
automotive,
platform,
skateboard,
modularity,
NVH,
BOM
Author: Assistant
Category: platform-architecture-auto | Model: gpt-4o
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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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ADC Architecture Trade Study
Compare SAR, pipeline, and sigma-delta ADCs for a sensor hub. Include FoM, resolution/SNR targets, sampling rate, power, area, calibration needs, and DFT hooks. Output a recommendation with risk log a...
Tags:
IC,
ADC,
SAR,
pipeline,
sigma-delta,
trade-study
Author: Assistant
Category: chip-design | Model: gpt-4
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Error-Driven Prompt Tuning Loop
Build a loop that collects model errors/failures and proposes prompt edits. Steps: (1) bucket failures, (2) extract missing instructions, (3) propose deltas, (4) generate 3 patched prompts, (5) quick ...
Tags:
prompt|tuning|feedback|yaml
Author: Curioforce Corp. Corp.
Category: Prompt-Improvement | Model: gpt-5-thinking
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Sessionization & Bot Filtering Playbook
Goal: define sessionization robustly and filter bots. Data: raw web logs + GA4 BigQuery. Steps: 1) Build session rules (30m inactivity, campaign change resets); 2) Bot filters using IP ranges, UA rege...
Tags:
sessionization;bot-filtering;logs;ga4
Author: Tsubasa Kato
Category: Web Analytics | Model: GPT-5 Thinking
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Monthly Review & Experiment Map
Create a monthly growth review template:
- What worked/failed (content + product)
- KPI deltas vs goals
- 5 new experiments for X/TikTok/YouTube
- Resource plan and risks
Output a one-page exec summar...
Tags:
review,
planning,
experiments,
KPIs,
X,
TikTok,
YouTube
Author: Tsubasa Kato
Category: planning | Model: gpt-5-thinking
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Robotics Dev: Dataset Versioning & Label QA
Be the data steward. Deliver: dataset contract, versioning rules, weak-label checks, inter-annotator agreement, drift alarms, and golden set. KPIs: label error %, drift rate, model delta. Output: repo...
Tags:
robotics,
data,
datasets,
labeling,
QA
Author: Tsubasa Kato
Category: Engineering | Model: GPT-5 Thinking
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Datacenter: Thermal Containment Retrofit Planner
Act as a DC thermal lead. Produce a retrofit plan for hot/cold aisle containment without downtime. Deliver: baseline (ΔT, CFM, rack kW), CFD-lite assumptions, blanking/brush kits, containment bill of ...
Tags:
datacenter,
thermal,
containment,
CFD,
PUE
Author: Tsubasa Kato
Category: Operations | Model: GPT-5 Thinking
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Enterprise: Incident & Change Mgmt
Write an ITIL-aligned process for agent incidents and changes: severity matrix, rollback, shadow traffic, canary, approvals, comms templates, and post-mortems with eval deltas. Include regulator-ready...
Tags:
enterprise,
ITIL,
incident,
change,
compliance
Author: Tsubasa Kato
Category: Strategy | Model: GPT-5 Thinking
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Feature Adoption Now
Measure last 7d vs last 24h adoption for {{feature}}. Output: DAU/WAU impact, activation funnel deltas, power-user behaviors, top cohorts, leading indicators. Suggest 3 quick experiments.
Tags:
product;analytics;experimentation;timely;saas
Author: Tsubasa Kato
Category: Product | Model: gpt-5
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Social Trend Surge Capture
Track {{keywords}} across {{platforms}} last 12–24h. Provide: volume delta, sentiment, key accounts, viral posts, narrative frames. Give 3 content angles to ride the wave, with links and timestamps.
Tags:
social;marketing;brand;timely;listening
Author: Tsubasa Kato
Category: Marketing | 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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Earnings Call Intel (T-24h)
In the last 24 hours, summarize key developments for {{ticker}} ahead of its earnings call on {{date}}. Include: price moves, options IV, top headlines, analyst estimate deltas, unusual volume, social...
Tags:
finance;equities;earnings;timely;alert
Author: Tsubasa Kato
Category: Finance | Model: gpt-5
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