https://sudonull.com/llm-hallucinations-data-compression-artifacts
Breaking down LLM hallucinations through lossy compression: why they occur, how to minimize with RAG and fine-tuning. For developers: Shannon's theory and examples. Learn how to work with artifacts.
https://sudonull.com/quantum-brute-force-in-cryptanalysis
Breakdown of quantum attack on encryption using Grover's method: from classical brute force to O(√N). Theory, pseudocode, success conditions for middle/senior dev. Study oracle implementation and Shannon entropy.
https://sudonull.com/prng-on-12-timers-php-entropy-7-1-bits
Implementation of an experimental random bytes generator in PHP with 12 timers. Entropy up to 8 bits, code with pauses and switch. Test for tokens and experiments — figure out the nonlinearity.
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Learn how to use Terraform with AWS step by step. Master provider setup, state management, security, and production-grade deployments. Start building today.
Learn what is a large language model, how AI like ChatGPT works, key capabilities, limitations, and practical uses. Understand LLMs in plain English.
JavaScript vs Python which is better for you? Compare ease of learning, salaries, use cases, and career paths to choose the right first language in 2026. Start now.
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