Sebastien Rousseau

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Articles — 2024

18 articles

APPLIED AI

Quantum Lattice Crypto: Bug in Chen's LWE Attack

An gano kuskure a cikin algorithm ɗin quantum LWE na Yilei Chen, wanda ya ba da kariya ta wucin gadi ga lattice-based cryptography. Me wannan ke nufi ga CRYSTALS-Kyber, Dilithium da tafarkin PQC.

APPLIED AI

Àkàndé: GPT-Powered Voice Assistant for Executives

Àkàndé wani open-source Python voice assistant ne wanda ke haɗa OpenAI Whisper speech recognition, GPT-4 chat completions, da SQLite response cache na gida cikin workflow mai amfani da murya — yana samar da PDF summaries ta hanyar fpdf2 kuma yana adana duk bayanan a gida ba tare da cloud persistence ba.

APPLIED AI

Audio Analyser: Azure Speech, NLP, and Translation Pipeline

Audio Analyser kayan aikin Python ne na buɗe tushe wanda ke haɗa Azure Cognitive Services speech-to-text, Text Analytics NLP, da Translator a cikin aikace-aikacen CherryPy guda ɗaya — yana mai da rikodin sauti zuwa fassarar da aka tsara, kimantawar ji, da fassara zuwa yarurruka da yawa ba tare da kulle ga girgije ba fiye da Azure SDK.

APPLIED AI

AI Prompt Engineering 2024: Techniques That Work

Injiniyan prompt yana tsara shigar LLM a lokacin inference — ba tare da sabunta nauyi ba. Labarin yana rufe dabarun da aka tabbatar suna da inganci a 2024: zero-shot task framing (Brown et al., 2020), chain-of-thought reasoning (Wei et al., 2022), self-consistency sampling (Wang et al., 2022), ReAct agent loops (Yao et al., 2022), haɗarin indirect prompt injection (Greshake et al., 2023), da ƙirar RAG daga ayyukan kuɗi.

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