Upgrade or Switch: The Internet of AI Agents Needs a New Registry Architecture
The web is on the brink of a radical transformation—one that could redefine how we interact with digital systems.
How LLMs Are Reshaping Code Style: A Large-Scale Analysis of GitHub Trends
Large Language Models (LLMs) like GitHub Copilot and ChatGPT are transforming how we write code—not just by generating it,
EMLoC: Fine-Tuning Massive AI Models on a Shoestring Memory Budget
The rapid advancement of open-source foundation models has unlocked powerful general-purpose capabilities across domains. But there's a catch:
Farseer: A New Scaling Law for Large Language Models That Outperforms Chinchilla
Training Large Language Models (LLMs) is prohibitively expensive, creating a critical scaling gap where insights from small-scale experiments often fail
AUTOMIND: The Next Leap in Automated Data Science with Adaptive LLM Agents
The Promise and Pitfalls of LLM-Driven Data Science
Large Language Models (LLMs) have revolutionized how we approach data science, promising
HeadHunter: Fine-Grained Control Over Diffusion Models Through Attention Head Selection
Recent advancements in diffusion models have revolutionized text-to-image generation, but controlling the quality and style of outputs remains a challenge.
Text-Aware Image Restoration: How Diffusion Models Are Learning to Read and Reconstruct Degraded Text
Image restoration has long been a cornerstone of computer vision, aiming to recover high-quality images from degraded inputs. While recent
Meta’s DGS-LRM: Real-Time Deformable 3D Gaussian Reconstruction From Monocular Videos
Meta’s DGS-LRM: Real-Time Deformable 3D Gaussian Reconstruction From Monocular Videos
Researchers at Meta have introduced DGS-LRM (Deformable Gaussian Splats
AbstentionBench: Why AI Still Can't Say 'I Don't Know'
Large language models (LLMs) have become incredibly adept at answering questions, but a new benchmark reveals a critical weakness: they
Agentic Neural Networks: How Self-Evolving Multi-Agent Systems Are Redefining AI Collaboration
The field of artificial intelligence is undergoing a paradigm shift. Where once we relied on monolithic large language models (LLMs)
