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Black & White Path
Black & White Path
Mar 4, 2026 · Information Security

Why Intent Detection Is the Only Way to Outrun AI-Powered Threats

As AI enables attackers to mass‑generate phishing emails and morph malware, traditional signature‑based defenses crumble, and the article explains how intent detection shifts security from static signatures to behavior‑based analysis, offering SOCs proactive alerts, reduced alert fatigue, and a way to counter AI‑driven attacks while acknowledging data quality, adversarial, and explainability challenges.

AI ThreatsBehavioral AnalysisIntent Detection
0 likes · 9 min read
Why Intent Detection Is the Only Way to Outrun AI-Powered Threats
Model Perspective
Model Perspective
Nov 19, 2024 · Fundamentals

Can Too Much Public Romance Undermine Relationships? A Simple Mathematical Model

This article examines why couples who frequently display affection on social media may be more prone to break‑ups, presenting a straightforward mathematical model that incorporates social support, psychological expectations, and information diffusion to explain the optimal frequency of public romance.

Behavioral Analysismathematical modelpublic affection
0 likes · 4 min read
Can Too Much Public Romance Undermine Relationships? A Simple Mathematical Model
58UXD
58UXD
May 17, 2022 · Product Management

How Eye‑Tracking Reveals Hidden Barriers in E‑Commerce Page Design

This study uses eye‑tracking to uncover how visual presentation and user cognition affect satisfaction and purchase decisions on a home‑service platform, detailing methodology, key findings such as gaze trajectories, heatmaps, and gaze videos, and offering actionable design optimizations.

Behavioral AnalysisProduct DesignUX
0 likes · 8 min read
How Eye‑Tracking Reveals Hidden Barriers in E‑Commerce Page Design
58UXD
58UXD
Nov 25, 2020 · Product Management

How User Motivation Drives Content Growth: Insights from a 58 Tribe Case Study

This report examines how internal and external motivations, combined with users' production capacity, influence content creation on the 58 Tribe platform, presenting a segmentation of users, key influencing factors, design interventions, and validation results that guide future growth strategies.

Behavioral AnalysisProduct DesignUser Segmentation
0 likes · 7 min read
How User Motivation Drives Content Growth: Insights from a 58 Tribe Case Study