#machine learning
Machine Learning: 68 AI articles covering machine learning news, analysis, and research
Articles
CausalGate: Causal Importance Distillation for Transformer⭐8
CausalGate uses causal importance distillation to prune transformer modules, reducing compute and latency in LLMs without runtime overhead.
CORVUS: Context Optimization and Reduction Via Underlying⭐8
CORVUS optimizes LLM coding agents by decoupling file reads from history, reducing tokens by 9-50% and reasoning cycles up to 37% while maintaining accuracy.
Semalith v1.4: A Calibrated 184M Safety Classifier Achieving⭐7
Semalith v1.4 is an 184M safety classifier achieving top prompt-injection detection with 44x fewer parameters than Llama-Guard-3-8B, plus zero false positives.
The Harness Is All You Need (Mostly)⭐9
Discover why the training harness—orchestration, data pipelines, and deployment—often matters more than model architecture for ML success in 2026.
On the Depth Scalability of Logic Gate Networks⭐9
This paper identifies why Logic Gate Networks fail to scale with depth and introduces Input-Anchored Logic Gate Networks, achieving consistent accuracy gains be...
Optical Tech Would Update a Robot’s AI on the Fly⭐8
Optical tech enables real-time robot AI updates via light-based data transfer, cutting energy use and boosting adaptability for autonomous systems.
Datalab Marker v2 vs MinerU, Docling, and Liteparse: Benchmark⭐9
Datalab Marker v2 leads in accuracy, while MinerU offers speed, Docling excels in format support, and Liteparse is resource-efficient. Compare their OCR
ClickGuard: Detecting and Spoiling Clickbait News with⭐7
ClickGuard uses a hybrid AI system with Transformer models and a 'baitness' score to detect clickbait, achieving 91% F1-score. It provides real-time