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Showing results for "parallel algorithms"

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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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MoE Routing & Load Balancing

Design an expert-parallel MoE serving topology: gate calibration, capacity factor, expert sharding, and interconnect constraints (NVLink/IB). Provide hot-spot diagnostics and expert-drop policies for ...

Tags: LLM, MoE, experts, routing, capacity, NVLink, InfiniBand

Author: Assistant

Category: distributed-systems-LLM | Model: gpt-4o

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Throughput Tester (iperf EZ)

Ship a client/server CLI for iperf3-style tests with auto-download/setup hints. Provide --mode {server,client}, --time, --parallel, --port, and pretty throughput charts. Include NAT/firewall notes for...

Tags: cli, network, iperf, bandwidth, linux, macos, windows

Author: Assistant

Category: cli-tool | Model: gpt-4o

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Pediatric Fever by Age

You are a peds hospitalist. Build age-based workups (neonate/infant/toddler/older), red flags, urine rules, LP thresholds, and parental counseling sheets. Include dosing reminders with weight-based pl...

Tags: pediatrics, fever, algorithms, parents, counseling

Author: Assistant

Category: pediatrics-acute | Model: gpt-5

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Asthma/COPD Stepwise Care

Act as a pulmonology coach. Create stepwise algorithms, inhaler technique checks, action plans, and exacerbation bundles (steroids/antibiotics criteria, follow-up). Add smoking cessation micro-scripts...

Tags: asthma, COPD, inhalers, action-plan, pulmonology

Author: Assistant

Category: pulmonology-primarycare | Model: gpt-5

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Early Warning Scores & Vitals

Act as a ward medicine coach. Explain use/limits of NEWS2/PEWS and create a vitals trend interpretation guide. Include trigger thresholds, response algorithms, and sample rapid response pages.

Tags: vitals, NEWS2, PEWS, rapid-response, algorithms

Author: Assistant

Category: inpatient-medicine | Model: gpt-5

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Outpatient Diabetes Playbook

Act as an endocrine coach. Provide A1C targets by phenotype, stepwise meds incl. SGLT2/GLP-1 use cases, basal/bolus titration algorithms, hypoglycemia rescue plan, and patient education sheets.

Tags: diabetes, outpatient, insulin, GLP1, SGLT2

Author: Assistant

Category: endocrinology-primarycare | Model: gpt-5

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Airway & RSI Checklist

Act as an airway lead. Provide RSI checklist, difficult airway algorithm, backup plans (bougie, supraglottic, surgical), and weight-based induction/sedation ranges with safety notes. Add equipment lay...

Tags: airway, RSI, anesthesia, checklist, sedation

Author: Assistant

Category: critical-care | Model: gpt-5

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CUDA Zero-to-Hero Mini-Curriculum

You are a GPU coach. Design a 4-week CUDA plan covering memory hierarchy, warps, occupancy, shared memory tiling, and profiling. Provide two kernels to optimize and a grading rubric for speedups.

Tags: CUDA, GPU, parallel, optimization, education

Author: Assistant

Category: engineering | Model: gpt-4o

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DFT Strategy: Scan/LBIST/MBIST

Develop a DFT plan: scan compression goals, LBIST architecture, MBIST algorithms for SRAM/ROM, boundary scan, JTAG access, test time/cost model, and fault coverage targets. Provide patterns and bring-...

Tags: IC, DFT, scan, LBIST, MBIST, JTAG

Author: Assistant

Category: chip-design | Model: gpt-4

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Hybrid Workload Split (CPU/GPU/QPU)

Propose how to split compute between CPU, GPU, and QPU for a variational algorithm. Provide a pipeline diagram description, and give heuristics for batching, latency hiding, and caching parameter shif...

Tags: quantum|hybrid|cpu|gpu|qpu|variational

Author: Curioforce Corp. Corp.

Category: Quantum Tech | Model: gpt-5-thinking

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Benchmarking Suite for VQA

Define a benchmarking suite for variational algorithms: datasets, seed control, metrics (energy error, convergence time), and reproducibility notes. Output: CSV spec (metrics) and YAML (suite config).

Tags: quantum|vqa|benchmark|metrics

Author: Curioforce Corp. Corp.

Category: Quantum Tech | Model: gpt-5-thinking

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Electronics: BMS SOC Estimator

Plan a simulation for battery SOC/SOH estimator (EKF/UKF). Deliver: cell model choice, drive cycles, noise models, KPIs (MAE, drift), fail-safes, logging. Output: algorithm pseudocode, dataset schema,...

Tags: electronics, battery, BMS, kalman, metrics

Author: Tsubasa Kato

Category: Simulation | Model: GPT-5 Thinking

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Close Reading Sprint

Pick one powerful page from a book. Mark diction, imagery, syntax, and motifs, then connect them to theme and character. Offer a companion exercise for film lovers using a single scene's shots, blocki...

Tags: close reading, annotation, film analysis, craft

Author: ChatGPT

Category: books & film | Model: gpt-5

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Night Drift City Lot

A 10-second stylized night drift scene in an empty, wet parking lot. Camera: slider parallel to car, neon reflections, controlled tire smoke. Emphasize taillight streaks; safe, closed set feel.

Tags: motorsports;drift;night;neon;wet_asphalt

Author: Assistant

Category: Motorsports | Model: Sora

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