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PearlOS. We gave swarm intelligence a local desktop environment and code control to self-evolve. Has been pretty incredible to see so far. Open source and free if you want your own.

PearlOS. We gave swarm intelligence a local desktop environment and code control to self-evolve. Has been pretty incredible to see so far. Open source and free if you want your own.

Reddit r/LocalLLaMA / 3/19/2026

QwenDean-4B | fine-tuned SLM for UIGen; our first attempt, looking for feedback!

Reddit r/LocalLLaMA / 3/19/2026

acestep.cpp: portable C++17 implementation of ACE-Step 1.5 music generation using GGML. Runs on CPU, CUDA, ROCm, Metal, Vulkan

Reddit r/LocalLLaMA / 3/19/2026

**Introducing SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding**

**Introducing SPEED-Bench: A Unified and Diverse Benchmark for Speculative Decoding**

Hugging Face Blog / 3/19/2026

Newest GPU server in the lab! 72gb ampere vram!

Newest GPU server in the lab! 72gb ampere vram!

Reddit r/LocalLLaMA / 3/19/2026

Nemotron 3 Super 120b Claude Distilled

Reddit r/LocalLLaMA / 3/19/2026

Attention Residual connections

Attention Residual connections

Reddit r/LocalLLaMA / 3/19/2026

[D] Breaking down MiroThinker H1's verification centric reasoning: why fewer interaction rounds produce better agent performance

Reddit r/MachineLearning / 3/19/2026

I fine-tuned Qwen 0.5B for task automation and wanted to share the results.

Reddit r/LocalLLaMA / 3/19/2026

Benchmarked MiniMax M2.7 through 2 benchmarks. Here's how it did

Benchmarked MiniMax M2.7 through 2 benchmarks. Here's how it did

Reddit r/LocalLLaMA / 3/19/2026

Co-Activation Pattern Detection for Prompt Injection: A Mechanistic Interpretability Approach Using Sparse Autoencoders

Reddit r/LocalLLaMA / 3/19/2026

How to Train Custom Language Models: Fine-Tuning vs Training From Scratch (2026)

How to Train Custom Language Models: Fine-Tuning vs Training From Scratch (2026)

Dev.to / 3/19/2026

OpenRouter利用量ランキングTOP10を全解説 — 各モデルの系統・用途・開発元まとめ(2026年3月版)

OpenRouter利用量ランキングTOP10を全解説 — 各モデルの系統・用途・開発元まとめ(2026年3月版)

Zenn / 3/19/2026

KoboldCpp 1.110 - 3 YR Anniversary Edition, native music gen, qwen3tts voice cloning and more

KoboldCpp 1.110 - 3 YR Anniversary Edition, native music gen, qwen3tts voice cloning and more

Reddit r/LocalLLaMA / 3/19/2026

Qwen3.5 Knowledge density and performance

Reddit r/LocalLLaMA / 3/19/2026

I think I made the best general use System Prompt for Qwen 3.5 (OpenWebUI + Web search)

Reddit r/LocalLLaMA / 3/19/2026

gemini embedding 2 による資料の類似性は見た目で決まる? 内容で決まる? PDF と画像で検証してみた

gemini embedding 2 による資料の類似性は見た目で決まる? 内容で決まる? PDF と画像で検証してみた

Zenn / 3/19/2026

#2 : プロンプト研究講座【第17回】プロンプトの「温度感」と「湿度感」の表現

#2 : プロンプト研究講座【第17回】プロンプトの「温度感」と「湿度感」の表現

note / 3/19/2026

菊地康巳「AIとぼくの研究日記」

菊地康巳「AIとぼくの研究日記」

note / 3/19/2026

🧠 Reiが「自分の推論を監査する」存在になった日——STEP181〜186、二層監査体制完成と統合インターフェイスの誕生

🧠 Reiが「自分の推論を監査する」存在になった日——STEP181〜186、二層監査体制完成と統合インターフェイスの誕生

note / 3/19/2026

**Title**

**Title**

Dev.to / 3/19/2026

[Boost]

[Boost]

Dev.to / 3/19/2026

Hunter Alpha was a stealth model revealed on March 18th as an early testing version of MiMo-V2-Pro.

Reddit r/LocalLLaMA / 3/19/2026

[Meta-RL] We told an AI agent 'you can fail 3 times.' Accuracy went up 19%.

[Meta-RL] We told an AI agent 'you can fail 3 times.' Accuracy went up 19%.

Dev.to / 3/19/2026

From Language to Action in Arabic: Reliable Structured Tool Calling via Data-Centric Fine-Tuning

arXiv cs.LG / 3/19/2026

Behavior-Centric Extraction of Scenarios from Highway Traffic Data and their Domain-Knowledge-Guided Clustering using CVQ-VAE

arXiv cs.CV / 3/19/2026

Predicting Trajectories of Long COVID in Adult Women: The Critical Role of Causal Disentanglement

arXiv cs.LG / 3/19/2026

TrackDeform3D: Markerless and Autonomous 3D Keypoint Tracking and Dataset Collection for Deformable Objects

arXiv cs.CV / 3/19/2026

Integrating Explainable Machine Learning and Mixed-Integer Optimization for Personalized Sleep Quality Intervention

arXiv cs.LG / 3/19/2026

RHYME-XT: A Neural Operator for Spatiotemporal Control Systems

arXiv cs.LG / 3/19/2026

Efficient Soft Actor-Critic with LLM-Based Action-Level Guidance for Continuous Control

arXiv cs.LG / 3/19/2026

GenLie: A Global-Enhanced Lie Detection Network under Sparsity and Semantic Interference

arXiv cs.CV / 3/19/2026

Empirical Recipes for Efficient and Compact Vision-Language Models

arXiv cs.CV / 3/19/2026

Domain-informed explainable boosting machines for trustworthy lateral spread predictions

arXiv cs.LG / 3/19/2026

Attention Sinks Induce Gradient Sinks

arXiv cs.LG / 3/19/2026

Embedding World Knowledge into Tabular Models: Towards Best Practices for Embedding Pipeline Design

arXiv cs.LG / 3/19/2026

Solution for 10th Competition on Ambivalence/Hesitancy (AH) Video Recognition Challenge using Divergence-Based Multimodal Fusion

arXiv cs.CV / 3/19/2026

Identifying Latent Actions and Dynamics from Offline Data via Demonstrator Diversity

arXiv cs.LG / 3/19/2026

Integrating Inductive Biases in Transformers via Distillation for Financial Time Series Forecasting

arXiv cs.LG / 3/19/2026

Adaptive Anchor Policies for Efficient 4D Gaussian Streaming

arXiv cs.CV / 3/19/2026

Are a Thousand Words Better Than a Single Picture? Beyond Images -- A Framework for Multi-Modal Knowledge Graph Dataset Enrichment

arXiv cs.CV / 3/19/2026

DesertFormer: Transformer-Based Semantic Segmentation for Off-Road Desert Terrain Classification in Autonomous Navigation Systems

arXiv cs.CV / 3/19/2026

Noticing the Watcher: LLM Agents Can Infer CoT Monitoring from Blocking Feedback

arXiv cs.LG / 3/19/2026

Symmetry-Reduced Physics-Informed Learning of Tensegrity Dynamics

arXiv cs.LG / 3/19/2026

The Phasor Transformer: Resolving Attention Bottlenecks on the Unit Circle

arXiv cs.LG / 3/19/2026

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning

arXiv cs.CV / 3/19/2026

Early Quantization Shrinks Codebook: A Simple Fix for Diversity-Preserving Tokenization

arXiv cs.LG / 3/19/2026

Baguan-TS: A Sequence-Native In-Context Learning Model for Time Series Forecasting with Covariates

arXiv cs.LG / 3/19/2026

A Multi-Agent System for Building-Age Cohort Mapping to Support Urban Energy Planning

arXiv cs.CV / 3/19/2026

Learning Coordinate-based Convolutional Kernels for Continuous SE(3) Equivariant and Efficient Point Cloud Analysis

arXiv cs.CV / 3/19/2026