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ByteTrail · AI and developer-tools intelligence

News Research Stacks For AI agents API

Fields · this week

Evals647 Agents477 Multimodal465 Frontier LLMs377 Recursive self improvement302 Computer vision302 Inference & serving271 Training & fine-tuning245 Agents & indirect prompt injection230 Neural operators189 Clinical reasoning180 Robotics167 Forecasting time119 Image & video generation118 Linear bandits108 All 32 fields

This week in Evals

Multi-step SWE: Can Coding Agents Keep Building on Their Own Code Over Long Horizons?Nov 4
Scientist World: Grow a Research World for AI-ScientistsNov 5
XStack: A Benchmark for ML Repo MigrationNov 5

More in Evals · 647 this week

Top picks this weekarXiv

arXiv

Nov 4

Multi-step SWE: Can Coding Agents Keep Building on Their Own Code Over Long Horizons?

AI Long-horizon benchmark for coding agents building on their own code.

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 1.5k

GitHub

Nov 3

KKKKhazix/agent-autoloop

让你的命令行 Agent 在后台自己接活、自己跟进到底；平时不烦你，遇到拿不准的事才发卡片找你拍板。

Read moreStars 3.6k

Hacker News

Nov 2

Astra can read and write weights to improve Qwen

AI Model weight reading/writing for fine-tuning

Read moreHN points 2.9k

LWN.net

Nov 6

Videos from XDC 2026 are available

Videos from the 2026 X.Org Developers Conference (XDC) are now available on YouTube . XDC was held in Toronto, Ontario, Canada September 28-30.

Most active this week

neural operators · physics informed neuralneural operators55 this week
agents · toolagents54 this week
gpu memory · gpusInference & serving49 this week
indirect prompt injection · prompt injectionagents48 this week
coding agents · coding agentagentsNew46 this week
recursive self improvement · airecursive self improvement42 this week
agent collaboration · multi agentrecursive self improvement37 this week
pose estimation · camera poseMultimodal35 this week
classifiers · supervisedforecasting time34 this week
judges · llm judgesFrontier LLMs32 this week

Rising tools

Soup+1342% downloads · 17.2k/wk+1341.5%
better-auth+111% downloads · 1.6M/wk+111.4%
TanStack AI+93% downloads · 1.8M/wk+92.9%
openclaude+176% downloads · 5.8k/wk+176.1%
agent-native+95% downloads · 79.6k/wk+94.7%
remotion+105% downloads · 160.7k/wk+105.1%
context-mode+49% downloads · 40.9k/wk+48.6%
OpenUI+117% downloads · 722.9k/wk+116.9%

updated 4m ago

Last hour Today

Pulse · fool.com

fool.com · Nov 6

Broadcom's AI Revenue Is Exploding. Here's What Investors Should Watch Next.

Higher interest rates could force companies to rein in their AI spending. More states could stop approving new permits for data centers. In fiscal 2025 (which ended last November), Broadcom's AI chip sales soared 65% to $20 billion,

Pulse · finance.yahoo.com

finance.yahoo.com · Nov 6

Nvidia Is Reportedly Pouring Billions Into AI's Next Big Bottleneck: Advanced Chip Packaging

Nvidia (NASDAQ:NVDA) is reportedly financing billions of dollars in new factories and equipment to overcome a shortage limiting how many AI chips the industry can produce. The money is going to Taiwan's Siliconware Precision Industries (SPIL),

SPulse · securityboulevard.com

securityboulevard.com · Nov 6

Palo Alto Networks in Advanced Talks to Buy AI Agent Startup Clutch Security for $500M: Report

Palo Alto Networks Inc. is in advanced discussions to acquire Clutch Security, an early-stage startup specializing in securing autonomous artificial Palo Alto Networks is in talks to acquire AI agent security startup Clutch Security for $500M,

Pulse · crn.com

crn.com · Nov 6

Confluent Current 2026: 5 Big Streamhouse, IBM And AI Takeaways

Confluent Current 2026 showcased Streamhouse, expanded AI capabilities and new partner opportunities under IBM. Here are five key takeaways.

Pulse · cnet.com

cnet.com · Nov 6

There's a New Way to Shop With AI. Text Alexa

Alexa for Shopping is a personal AI agent that lets you shop, compare and buy items from Amazon. It's been available via the app and website. Amazon announced today that you can now do all of that and more from a text thread.

Pulse · thenewstack.io

thenewstack.io · Nov 6

AI agents are getting more complex. Developers shouldn’t have to babysit them.

As AI agents gain autonomy, Thoughtworks’ Vanitha Kumar explains how harness engineering and AI factories help organizations scale and why concerns about security are growing.

Pulse · shiftdelete.net

shiftdelete.net · Nov 6

Artex AI Hacking Tool: 800+ Consoles Left Open Online

Censys found 1,465 exposed Artex AI consoles as of Nov. 4, 2026; roughly 815 look distinct, with some hosts also running C2 tools.

Pulse · fool.com

fool.com · Nov 6

Dell vs. Nvidia: Chip Stocks Just Suffered Their Worst Sell-Off Since 2020. Which Is the Better Buy for 2027?

Dell's cash flow and NVIDIA's margins tell very different stories, and a sizable valuation gap may matter more than either name suggests.

Pulse · analyticsinsight.net

analyticsinsight.net · Nov 6

Perplexity Expands AI Computer With New Team-Based Agent Features

Perplexity is expanding its artificial intelligence platform with a new feature called Teammates, designed to let users delegate ongoing work to AI agents. Inst

MPulse · msn.com

msn.com · Nov 6

Qualcomm secures nearly half a billion from Alphabet for AI push

The post Qualcomm secures nearly half a billion from Alphabet for AI push appeared first on Android Headlines.

All arXiv Hugging Face GitHub Hacker News

Latest Top this week

GitHub

Nov 3

swagshaw/verispoof

VeriSpoof: one audio LLM for speech deepfake detection, source verification and grounded reasoning

Read moreStars 7

arXiv

Nov 3

Sheaf-MPNN: A Library for Sheaf Neural Networks as Message Passing

AI Library for sheaf neural networks as message passing

arXiv

Nov 3

FedCSGA: Evolutionary Client Selection with Joint Statistical and System Heterogeneity in Federated Learning

AI Client selection method for federated learning

arXiv

Nov 3

Phase-DGS: Phase-guided Dynamic Gaussian Splatting from Unsynchronized Multi-view Video

AI Phase-guided dynamic Gaussian splatting for unsynchronized multi-view video

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