# AI Daily Brief - 2026-03-03

> Collected at: 3/3/2026, 11:00:57 PM
> Total items: 106

## 🔥 Top 10 Highlights

1. From Scale to Speed: Adaptive Test-Time Scaling for Image Editing
   https://huggingface.co/papers/2603.00141

2. login?return_to=%2Fruvnet%2FRuView
   https://github.com/login?return_to=%2Fruvnet%2FRuView

3. login?return_to=%2FCodebuffAI%2Fcodebuff
   https://github.com/login?return_to=%2FCodebuffAI%2Fcodebuff

4. login?return_to=%2FLMCache%2FLMCache
   https://github.com/login?return_to=%2FLMCache%2FLMCache

5. login?return_to=%2Faquasecurity%2Ftrivy
   https://github.com/login?return_to=%2Faquasecurity%2Ftrivy

6. SageBwd: A Trainable Low-bit Attention
   http://arxiv.org/abs/2603.02170v1

7. Boltzmann-based Exploration for Robust Decentralized Multi-Agent Planning
   http://arxiv.org/abs/2603.02154v1

8. PonderLM-3: Adaptive Token-Wise Pondering with Differentiable Masking
   http://arxiv.org/abs/2603.02023v1

9. AdaPonderLM: Gated Pondering Language Models with Token-Wise Adaptive Depth
   http://arxiv.org/abs/2603.01914v1

10. Partial Causal Structure Learning for Valid Selective Conformal Inference under Interventions
   http://arxiv.org/abs/2603.02204v1

## 📂 Categories

### AI Infrastructure / Inference Optimization

- Multi-Head Low-Rank Attention
  http://arxiv.org/abs/2603.02188v1
- Instrumental and Proximal Causal Inference with Gaussian Processes
  http://arxiv.org/abs/2603.02159v1
- Orchestrating Multimodal DNN Workloads in Wireless Neural Processing
  http://arxiv.org/abs/2603.02109v1

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