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ByteTrail · AI and developer-tools intelligence

News Research Stacks For AI agents API

This week in Multimodal

Where to Connect? Boosting MLLMs via Dynamic Gated Pathways across ALL ViT and LLM LayersNov 4
NextGAN: Towards Simple and Scalable GAN Training for Image and Video GenerationNov 4
NitroFusion2: Bringing Adversarial Loss to the Text Stream of Multimodal Diffusion TransformersNov 3 · ▲ 1

More in Multimodal · 507 this week

updated 15m ago

Last hour Today

Pulse · helpnetsecurity.com

helpnetsecurity.com · Nov 5

Google puts new limits on AI agents that hunt threats and fix vulnerabilities

Google Cloud expands CodeMender and Wiz integrations with controls for AI agents, cloud workloads, and automated threat responses.

Top picks this weekarXiv

arXiv

Nov 4

FrontierPhysics: Evaluating Agents for End-to-End Physics Research

AI End-to-end physics research benchmark for AI agents.

Hugging Face

Nov 2

moonshotai/Kimi-K3.1-Pro

Kimi K3.1 Pro is an open-weight, natively multimodal agentic model, and our most capable 3T-class model to date. Post-trained from Kimi K3 with large-scale joint reinforcement learning across hundreds of downstream domains, it is the first model in the K3.1 series. With a…

Read moreLikes 715

GitHub

Oct 29

wangzan101/Mika

An on-device AI agent for Android that operates apps and the web to get things done for you.

Read moreStars 6.6k

Hacker News

Oct 29

Patrick Stewart has died

Discussed on Hacker News · 3.3k points · 752 comments · nytimes.com

Read moreHN points 3.3k

Dropbox tech

Nov 5

How two engineer side projects became the agent taking action inside Dropbox

Two side projects explored a new way to get work done with files already in Dropbox. Here’s how engineers brought them together and turned those experiments into a new customer experience.

Most active this week

neural operators · physics informed neuralneural operators59 this week
agents · toolagents58 this week
indirect prompt injection · prompt injectionagents49 this week
gpu memory · gpusInference & serving45 this week
coding agents · coding agentagentsNew45 this week
recursive self improvement · airecursive self improvement42 this week
agent collaboration · multi agentrecursive self improvement37 this week
reasoning models · reasoning tasksFrontier LLMs35 this week
catastrophic forgetting · continual learningInference & serving34 this week
graph neural · graph learningneural operators34 this week

Rising tools

Soup+1295% downloads · 17.2k/wk+1295.0%
better-auth+111% downloads · 1.6M/wk+111.4%
openclaude+176% downloads · 5.8k/wk+176.1%
TanStack AI+93% downloads · 1.8M/wk+92.9%
context-mode+49% downloads · 40.9k/wk+48.6%
notion-mcp-server+97% downloads · 387.2k/wk+97.3%
Scalar+89% downloads · 1M/wk+88.7%
nx-console+55% downloads · 128.7k/wk+55.2%

Fields · this week

Multimodal507 Frontier LLMs406 Recursive self improvement330 Inference & serving286 Agents & indirect prompt injection243 Evals226 Neural operators216 Clinical reasoning200 Robotics181 Agents154 Forecasting time117 Computer vision111 Linear bandits110 Training & fine-tuning84 Voice AI70 All 32 fields

All arXiv Hugging Face GitHub Hacker News

Latest Top this week

Hugging Face

Jul 28

H3-Context-IR is a hosted preprocessing and orchestration system designed for free-form multimodal inputs.

Read moreLikes 6.6k

GitHub

Jul 24

zju3dv/InfiniSplat

InfiniSplat Series: Feed-Forward 3D Gaussian Reconstruction

Read moreStars 585

GitHub

Jul 23

microsoft/AesCode

Aesthetic code generation with decoupled cross-modal rewards: turning prompts into editable, verifiable HTML/CSS infographics, with image generators as aesthetic guidance.

Read moreStars 272

Hugging Face

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MiniMaxAI/MiniMax-H3

Jul 23

Lightricks/LTX-2.5

Image to video model · diffusion-single-file · 2.6M downloads · 10.7k likes

Read moreLikes 10.7k