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Legal RAG ARLC 2026: 17 iterations to 0.791

https://sudonull.com/legal-rag-arlc-2026-17-iterations-to-0-791

Breakdown of RAG pipeline on legal challenge: hybrid search, RRF, cross-encoder reranking, fast-paths. From 0.034 to 0.791 and drop on scale. Code and metrics for developers.

ART Prefix Trees: Memory and Cache Optimization

https://sudonull.com/art-prefix-trees-memory-and-cache-optimization

Learn how to optimize prefix trees from 825 MB to 18 MB. ART benchmarks, radix trees and comparison with hash tables for autocomplete. Real code and metrics.

AI Posts Verification in X via Puppeteer

https://sudonull.com/ai-posts-verification-in-x-via-puppeteer

Learn why the AI agent showed 83 successes instead of 16 real ones in X. Implementation of verifyReplyPosted with reload and DOM scan. Code and metrics for middle/senior dev.

ExoLogica AI 2.0: JWST spectra simulator

https://sudonull.com/exologica-ai-2-0-jwst-spectra-simulator

Hybrid pipeline for exoplanets: ML validation, 14-step physics, JWST spectra synthesis. Ablation study, OOD tests, CHI index. For astrophysicists and ML specialists — explore the code and metrics.

From other projects

DeepMind's ERA System: AI Rewrites Scientific Code

https://ymaho.com/deepmind-s-era-system-ai-rewrites-scientific-code

Google DeepMind introduced ERA, an AI agent for automatic optimization of scientific code. Learn how it changes science and reduces the discovery cycle from weeks to hours.

Wimbledon History & Traditions: White Dress Code & Strawberries

https://lrivo.com/wimbledon-history-traditions-white-dress-code-strawberries

Discover what is the history of Wimbledon and its traditions, from the all-white dress code to strawberries and cream. Explore the origins and evolution of tennis' most prestigious tournament.

Imagination and vision neurons turned out to be the same

https://ymaho.com/imagination-and-vision-neurons-turned-out-to-be-the-same

Cedars-Sinai researchers proved: imagination and vision activate the same neurons. Learn how the discovery of the neural code changes the understanding of memory, creativity, and treatments for mental disorders.

Grafana refused to pay hackers: a cybersecurity lesson

https://ymaho.com/grafana-refused-to-pay-hackers-a-cybersecurity-lesson

How Grafana Labs refused the Coinbase Cartel extortionists after a code leak and turned the hack into a security masterclass. Learn the attack details and protect your repositories.

Snap Layoffs: How AI Is Reshaping Tech Jobs

https://ymaho.com/snap-layoffs-how-ai-is-reshaping-tech-jobs

Snap cuts 1,000 jobs as AI handles 65% of new code. Learn what this tech shift means for workers and the future of routine office tasks.

Chip USC for edge computing in medicine: synaptic plasticity

https://ymaho.com/chip-usc-for-edge-computing-in-medicine-synaptic-plasticity

Analog USC chip mimics the brain, learns without batteries and code. Revolution for wearable devices and implants. Learn how the self-learning memristor works.

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