Tsinghua Researchers Show Diffusion LLMs Reason Better When You Take Away Their FlexibilityJanuary 2026Infrastructure
Agent Memory Fragmentation Solved: EverMemOS Achieves 93% on LoCoMo via Engram-Inspired LifecycleJanuary 2026AI Agents
Microsoft's Agent Lightning Decouples RL Training from Agent Logic, Enabling Fine-Tuning of Any AI Agent with Zero Code ChangesJanuary 2026Infrastructure
Agent Memory Loss Solved: InfiAgent's File-Centric Architecture Enables Unlimited RuntimeJanuary 2026AI Agents
4 Percentage Points Better Accuracy With Rude Prompts: How Tone Affects GPT-4o PerformanceJanuary 2026LLMs
2.7x Better 3D Reconstruction from Messy Videos: Meta's ShapeR Tackles Real-World CaptureJanuary 2026Vision
DeepResearchEval: Benchmark Shows Gemini Leads Quality, Manus Wins Factual AccuracyJanuary 2026Safety
40% Faster Video from Single Images: Pixel-to-4D Predicts Dynamic 3D Gaussians in One PassJanuary 2026Vision
6% Better Math Reasoning in Fewer Tokens: Multiplex Thinking Merges Multiple Paths into OneJanuary 2026Infrastructure
Zero Training Data, Full Performance: Dr. Zero Matches Supervised Search AgentsJanuary 2026Infrastructure
VLM Hallucinations Exposed: VIB-Probe Pinpoints and Suppresses Faulty Attention HeadsJanuary 2026Safety
16x Faster On-Device Video Generation: Qualcomm's ReHyAt Distills Attention in 160 GPU HoursJanuary 2026Vision
Training-Free Fix Boosts Vision-Language Models 3 Points by Correcting Attention ErrorsJanuary 2026Vision