Search Articles — Sudonull

https://sudonull.com/engine-diagnostics-neural-network-99-accuracy

Signature-Guided Data Augmentation method solves data deficit for ML diagnostics of asynchronous motors. 99% accuracy without real breakdowns. Learn how to implement in production.

https://sudonull.com/ai-assistant-for-alerts-diagnostics-automation-on-n8n-and-llm

Practical Guide to Creating an AI Assistant for Automatic Incident Diagnostics. Integration of n8n, LLM, and MCP for Monitoring. Learn How to Reduce Alert Response Time.

https://sudonull.com/cpu-80-diagnostics-in-clickhouse

Tools for finding problematic queries in ClickHouse: system.processes, query_log, EXPLAIN. Diagnostics steps, SQL examples, checklist. Optimize load without downtime.

https://sudonull.com/ebpf-server-diagnostics-in-60-sec-melisai

Automate Linux metrics collection: eBPF, BCC, procfs to JSON in a minute. 37 anomaly rules, AI integration, rate-metrics. Save 30–40 min per incident. Download and test.

https://sudonull.com/logger-design-for-diagnostics-in-production

Learn how to design loggers for balancing speed and diagnostics. Channels, subsystems, deduplication — key mechanisms without restarts. For middle/senior developers.

https://ymaho.com/crispr-on-a-chip-pocket-molecular-diagnostics

CRISPR-on-a-chip technology for home diagnostics of cancer and infections. Sensitivity 100 times higher than PCR. Learn how microfluidics and CRISPR are changing medicine.

https://ymaho.com/ai-diagnostics-of-chromosomes-in-ivf-nmpa-approval-2026

China has approved for the first time the AI system Diagens AutoVision® for karyotype analysis in IVF. Accuracy >99%, analysis time 11 minutes. Learn how this changes reproductive medicine.

https://ymaho.com/ai-in-diagnostics-errors-up-to-80-and-gpt-5-hallucinations

Neural networks make mistakes in 80% of cases in differential diagnosis, and GPT-5 produces hallucinations in 65%. Find out why AI is not yet ready to replace a doctor, and where it is truly useful.

https://ymaho.com/ai-surpassed-doctors-in-diagnostics-science-study

OpenAI o1 diagnoses more accurately than doctors in emergency care. Find out how this will change medicine and what the media are hiding. Read the analysis of the consequences.

https://ymaho.com/t-beauty-in-taiwan-ai-skin-diagnostics-and-expansion

Thailand brings T-Beauty to Taiwan through AI skin analysis and cellular restoration. Learn how data strategy is changing the Asian market. Read the analysis.

https://ymaho.com/openai-o1-outperformed-doctors-in-diagnostics-78-accuracy

Science study: OpenAI o1-preview diagnoses more accurately than doctors in emergency care. Find out where the model surpassed humans and where it failed.

https://ymaho.com/skin-as-a-biomarker-creams-replace-health-diagnostics

Metabolic Beauty: how serums with NAD+ read cellular signals and replace medical tests. Find out what the cosmetics market promises in 2026.

https://ymaho.com/rad-vlsm-ai-framework-improves-ultrasound-diagnostics

Cross-modal AI Rad-VLSM changes ultrasound diagnostics: automatic pathology detection via text prompts reduces expert dependency. Learn how the technology will reshape the market.

https://ymaho.com/fda-approved-antibiotic-resistance-test-for-vaginal-microbiome

FDA approved the first 15-minute test for lactobacillus resistance to clindamycin and metronidazole. Learn how this will change the treatment of bacterial vaginosis and who will benefit from the new diagnostics.

https://ymaho.com/ai-blood-test-with-92-accuracy-distinguishes-four-types-of-dementia

New AI test GPND-AI analyzes 15 blood proteins and differentiates 4 types of dementia with 92.3% accuracy. Learn how a blood test is changing diagnostics and saving millions.