人工知能:Artificial Intelligence

ICT技術:ICT Technology

What Happens When Optimization Runs Wild — The Moment a Loss Function Distorts the World, and How to Design for Goodhart’s Law

AI Is Good at Optimization.In fact, that is all it can do. Precisely because of that,when optimization runs wild, the w...
2026.02.14
ICT技術:ICT Technology人工知能:Artificial Intelligence
ICT技術:ICT Technology

Why AI Cannot Bear Responsibility — Why Judgment and Responsibility Cannot Be Separated, and Why Logic Must Be Externalized

AI produces answers with astonishing accuracy.Sometimes faster than humans, more comprehensive, more consistent, more ca...
2026.02.13
ICT技術:ICT Technology人工知能:Artificial Intelligence
ICT技術:ICT Technology

e and π — the numbers that allow the world to be computed smoothly.

Up to this point, we have examined the structure of decision-making —judgment, optimization, inference, and execution. ...
2026.02.12
ICT技術:ICT Technology人工知能:Artificial Intelligence
ICT技術:ICT Technology

Judgment Cannot Be Expressed by Smooth Computation — The Problem of Discontinuity in AI

Yesterday, I wrote about why many AI projects end at the PoC stage and never take root in real operations. Today, I wan...
2026.02.08
ICT技術:ICT Technology人工知能:Artificial Intelligence
ICT技術:ICT Technology

Most AI projects are dead before they are built

— Reflections on AI Pre-Mortem Reviews Over the past few years, as I’ve listened to companies talk about their AI proje...
2026.02.07
ICT技術:ICT Technology人工知能:Artificial Intelligence
python

Overview of softmax functions and related algorithms and implementation examples

Overview of Softmax Functions A softmax function is a function used to convert a vector of real numbers in...
2026.02.07
pythonアルゴリズム:Algorithmsベイズ推定機械学習:Machine Learning確率・統計:Probability and Statistics
python

Overview of Word Sense Disambiguation and Examples of Algorithms and Implementations

Overview of Word Sense Disambiguation Word Sense Disambiguation (WSD) is one of the key challenges in the ...
2026.02.06
pythonアルゴリズム:Algorithms機械学習:Machine Learning自然言語処理:Natural Language Processing
python

About MobileNet

Overview of MobileNet MobileNet is one of the most widely used deep learning models in computer vision, and i...
2026.02.05
pythonアルゴリズム:Algorithms機械学習:Machine Learning深層学習:Deep Learning画像認識技術
python

Overview of the policy gradient method and examples of algorithms and implementations

  Policy Gradient Methods Policy Gradient Methods are a type of reinforcement learning that focuses specifica...
2026.02.04
pythonアルゴリズム:Algorithms強化学習微分積分:Calculus最適化:Optimization機械学習:Machine Learning深層学習:Deep Learning確率・統計:Probability and Statistics
アルゴリズム:Algorithms

Graphical data analysis that takes into account changes over time using a time prediction model

Graphical data analysis that takes into account changes over time using a time prediction model Graph data...
2026.02.03
アルゴリズム:Algorithmsグラフ理論時系列データ解析機械学習:Machine Learning
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