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ANI
Mock up a year of IoT Sensor Time Series Data with Mimesis
# Introduction Sarcasm Internet of Things (IoT) sensor data. that can be difficult to collect at scale can form an…
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Machine Learning
Yizifundo Esazifunda Endleleni. Noma, Ingabe?
I-ChatGPT inkinga evamile ye-internship yenyanga yonke esikhaleni sedatha. Inkinga ngandlela thize “yaxazululeka” kodwa anginaso isiqiniseko sokuthi isho lokho ebengicabanga ukuthi…
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Machine Learning
Escape to the Valley of Choice in BI
Introduction they were killed because they worked inside the Valley of Choice in BI. The Valley of Choice describes the…
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Generative AI
Parallax: Parameterized Local Linear Attention That Preserves Softmax and Adds a Learned Covariance Correction Branch
The Transformer's focus has not changed since 2017. Most efficient work has tried to replace the softmax focus directly. The…
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Self Aware
Music, the Neural Harmonics of Emotion, and How Love Rewires the Brain – The Marginalian
“Lights and shadows keep flying in my inner sky, and I know not whence they come or whither they go;…
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Generative AI
Implementation of the Microsoft Agent Management Toolkit for Safe AI Agent Implementation with Policies, Authorizations, Audit Logs, and Risk Management.
scenarios = [ { "name": "Safe database read", "tool": research_db, "kwargs": { "table": "customers", "operation": "select", "type": "select", "sensitivity": "medium"…
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Machine Learning
Solving a Murder Mystery Using Bayesian Inference
I remember watching the Hollywood mystery thriller Knives Out, leaning towards the screen, as if the case were mine to…
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Machine Learning
Rerankers Aren’t Magic Either: When the Cross-Encoder Layer Is Worth the Cost
article. Two situations. Scene 1. A team building a RAG system over a few hundred contracts has read Article 2.…
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Machine Learning
Proxy-Pointer RAG: Eliminating Wasteful Entity & Relations Extraction in Knowledge Graphs
In my article on Solving Entity and Relationship Sprawl in Knowledge Graphs, I discussed how Proxy-Pointer architecture can optimize searching…
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Generative AI
A Coding Implementation in Loguru for Designing Robust, Structured, Uniform, and Production-Ready Python Pipelines
banner("1) logger.configure(): handlers + custom level + extra + patcher") mem = MemorySink() logger.configure( handlers=[ {"sink": sys.stderr, "format": console_formatter, "level":…
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