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AI-assisted learning

5 articles · Page 1 of 1
Model Perspective
Model Perspective
Oct 22, 2026 · Artificial Intelligence

AI's Best Learning Trick: Designing 15% Failure for Faster Mastery

The article argues that AI's greatest value in learning isn't providing answers but precisely calibrating difficulty to maintain an 85% success rate, citing the '85% rule' from a 2019 Nature Communications paper and detailing six evidence-based techniques like productive failure, teaching virtual students, error detection, confidence-based practice, and interleaved problem sets.

85% ruleAI-assisted learningLean theorem prover
0 likes · 8 min read
AI's Best Learning Trick: Designing 15% Failure for Faster Mastery
Digital Planet
Digital Planet
Oct 17, 2026 · R&D Management

Where Will the Next Generation of Experts Come From After AI Replaces Entry-Level Roles?

As AI automates junior tasks, organizations risk losing the on-the-job learning pathways that traditionally develop experts; the article argues for deliberately redesigning apprenticeship models that combine AI tools with structured practice, feedback, and gradual authorization to sustain talent pipelines.

AI automationAI-assisted learningOrganizational Learning
0 likes · 21 min read
Where Will the Next Generation of Experts Come From After AI Replaces Entry-Level Roles?
Fei's Miscellaneous Talks
Fei's Miscellaneous Talks
Oct 1, 2026 · Fundamentals

Why Saved Resources Fail in Projects: A Recommender System Approach

The article applies recommender system concepts — content pool, feature tagging, indexing, recall, and ranking — to personal knowledge management, advising readers to annotate saved resources with specific problem contexts, build a searchable index, and use AI for summarization and retrieval so that collected materials become actionable when needed.

AI-assisted learninginformation retrievalknowledge organization
0 likes · 8 min read
Why Saved Resources Fail in Projects: A Recommender System Approach
TonyBai
TonyBai
Jun 4, 2026 · Backend Development

Mastering a New Technology in the AI Era: An Unconventional Go Learning Guide

In the AI era where code can be generated instantly, this article dissects why relying on AI alone erodes deep understanding and offers a step‑by‑step, non‑mainstream learning roadmap—using Go—to build lasting technical competence and avoid becoming a mere code‑copying conduit.

AI-assisted learningGoprogramming fundamentals
0 likes · 13 min read
Mastering a New Technology in the AI Era: An Unconventional Go Learning Guide
JavaGuide
JavaGuide
Dec 25, 2025 · Interview Experience

How I Secured Offers from Top Tech Companies in 80 Days

The author, a non‑elite undergraduate and a modest 211 master’s graduate, shares a step‑by‑step 80‑day crash‑course that turned zero Java experience into multiple offers from major tech firms, emphasizing fundamental understanding, AI‑assisted learning, and thoughtful project trade‑offs.

AI-assisted learningAlgorithm PreparationInterview
0 likes · 8 min read
How I Secured Offers from Top Tech Companies in 80 Days