As synthetic imagery outpaces human intuition, researchers warn that our overconfidence is a cybercriminal's greatest tool.
The Deception of Perfection: Modern AI-generated faces have moved past...
The "Lost in Conversation" phenomenon reveals a critical flaw in LLM architecture that standard benchmarks have completely missed.
The Multi-Turn Performance Gap: While top-tier models like...
A critical look at why high reconstruction scores might be masking a fundamental failure in AI interpretability.
The Reconstruction Paradox: SAEs can explain a high percentage...
The Impossible Equilibrium: Why Closed-Loop Artificial Intelligence Is Destined to Drift Away from Human Values
The Self-Evolution Trilemma: It is theoretically and empirically impossible for an...
Bridging the gap between frontier-level reasoning and real-world computational agility.
Frontier Power, Compact Core: Step 3.5 Flash utilizes a sparse Mixture-of-Experts (MoE) architecture to provide the...
The new "ProAct" framework moves beyond reactive AI by internalizing complex search logic, allowing small models to outplay giants in long-horizon tasks.
Internalized Reasoning: Through Grounded...
Moving beyond deeper reasoning to embrace the power of parallel multi-agent collaboration.
The Shift to Width: While AI has traditionally focused on "depth" (longer reasoning chains),...
Unlocking the Secret to Long-Horizon Agentic Workflows Through the Power of Real-World Pull Requests
The Data Bottleneck: While LLMs are proficient at short-term tasks, they struggle...
How a new open-source breakthrough is bridging the gap between passive video generation and interactive reality.
The Shift to Simulation: LingBot-World marks a transition from AI...
Introducing ABC-Bench: A rigorous new framework revealing why environment configuration and deployment remain the Achilles' heel of modern AI.
A Shift to Reality: While current AI...
Uncovering fundamental flaws in GRPO and introducing History-Aware Adaptive Difficulty Weighting (HA-DW) as the critical fix.
The Hidden Flaw: While Group Relative Policy Optimization (GRPO) is...
