Deep Dives

Analysis

Deep-dive editorial on AI industry trends and original research

619 articles 52 pages

All Critical (9-10) Important (7-8) Notable (5-6) Logged (1-4) 619 articles

Editorial illustration for: Alibaba Releases Third Closed-Source AI Model in Three Days as It Pivots to Profit

Alibaba Releases Third Closed-Source AI Model in Three Days as It Pivots to Profit

7/10 3 min read 3 months ago

Editorial illustration

The Spectral Edge Thesis: A Mathematical Framework for Intra-Signal Phase Transitions in Neural Network Training

5/10 4 min read 3 months ago

Editorial illustration for: AutoWorld: Scaling Multi-Agent Traffic Simulation with Self-Supervised World Models

AutoWorld Tops WOSAC Leaderboard Using Unlabeled LiDAR Data

5/10 4 min read 3 months ago

Editorial illustration for: Multi-Agent LLMs for Adaptive Acquisition in Bayesian Optimization

Multi-Agent LLM Framework Fixes Instability in Bayesian Optimization

4/10 3 min read 3 months ago

Editorial illustration for: Differentiable Initialization-Accelerated CPU-GPU Hybrid Combinatorial Scheduling

CPU-GPU Hybrid Framework Achieves 10x Speedup on NP-Hard Scheduling

3/10 4 min read 3 months ago

Editorial illustration for: Beta-Scheduling: Momentum from Critical Damping as a Diagnostic and Correction Tool for Neural Ne

Physics-Derived Momentum Schedule Cuts Neural Net Convergence Time by 1.9x

3/10 4 min read 3 months ago

Editorial illustration for: Robust Multi-Agent Reinforcement Learning for Small UAS Separation Assurance under GPS Degradatio

MARL System Sustains Near-Zero Drone Collisions at 35% GPS Spoofing

4/10 4 min read 3 months ago

Editorial illustration for: OneComp: One-Line Revolution for Generative AI Model Compression

OneComp Automates AI Model Quantization via Single-Command Pipeline

5/10 4 min read 3 months ago

Editorial illustration for: Incentives, Equilibria, and the Limits of Healthcare AI: A Game-Theoretic Perspective

Game Theory Finds Healthcare AI Fails Without Incentive Reform

4/10 4 min read 3 months ago

Editorial illustration for: GUARD-SLM: Token Activation-Based Defense Against Jailbreak Attacks for Small Language Models

GUARD-SLM: Token Activation Defense Targets Small Language Model Jailbreaks

4/10 4 min read 3 months ago

Editorial illustration for: ARTLAS: Mapping Art-Technology Institutions via Conceptual Axes, Text Embeddings, and Unsupervise

ARTLAS Maps 78 Cultural-Technology Institutions Using NLP Clustering

3/10 4 min read 3 months ago

Editorial illustration for: SkillTester: Benchmarking Utility and Security of Agent Skills

SkillTester Benchmarks AI Agent Skills on Utility and Security

4/10 4 min read 3 months ago

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