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ByteTrail · AI and developer-tools intelligence

News Research Stacks For AI agents API

Fields · this week

Evals660 Agents485 Multimodal475 Frontier LLMs387 Computer vision305 Recursive self improvement304 Inference & serving277 Training & fine-tuning249 Agents & indirect prompt injection235 Neural operators193 Clinical reasoning182 Robotics171 Image & video generation122 Forecasting time121 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 · 660 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 1.4k

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

Lobsters

Nov 6

Bug Finding Considered Harmful?

Comments

Most active this week

neural operators · physics informed neuralneural operators55 this week
agents · toolagents55 this week
gpu memory · gpusInference & serving50 this week
indirect prompt injection · prompt injectionagents48 this week
coding agents · coding agentagentsNew47 this week
recursive self improvement · airecursive self improvement42 this week
agent collaboration · multi agentrecursive self improvement38 this week
pose estimation · camera poseMultimodal35 this week
classifiers · supervisedforecasting time34 this week
judges · llm judgesFrontier LLMs33 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 1m ago

Last hour Today

VPulse · venturebeat.com

venturebeat.com · Nov 6

AI economics: How to decide which AI investments are worth scaling

A practical AI economics framework helps leaders connect cost to business value and decide which AI investments to start, stop, optimize or scale.

Pulse · 247wallst.com

247wallst.com · Nov 6

IREN Says New AI Cloud Customers Are Prepaying 90% of the Chips

A customer just agreed to fund nearly all of IREN's chips upfront, yet cash is draining and debt is climbing fast. Why would anyone pay that much early, and what does it reveal about the $6 billion gap still unfunded?

Pulse · zdnet.com

zdnet.com · Nov 6

Thinking Machines’ new model takes the lead in western open-weight AI

Another competitive model developed outside of China could change the open-weight landscape.

Pulse · thenextweb.com

thenextweb.com · Nov 6

TSMC is weighing a move into AI memory chips at Nvidia's request

TSMC is drafting plans to make 3D DRAM memory chips at Nvidia's request, The Information reports, a move that would pit it against Samsung and SK Hynix.

Pulse · bankinfosecurity.com

bankinfosecurity.com · Nov 6

Webinar | Many Paths, One Policy: Enforcing AI Agent Actions at Runtime

. bank information security

Pulse · finance.yahoo.com

finance.yahoo.com · Nov 6

AI Agents Are Joining the Workforce - Living Security Says Preemptive Security Starts With Human and Agent Risk Visibility

Security leaders are adding controls for AI agents. Human Risk Management gives them the data to act before an agent or a person creates an incident.

Pulse · thurrott.com

thurrott.com · Nov 6

Uber Only Had Four Rides Booked By AI Agents Last Week

During the company's latest earnings call, Uber executives admitted that only 4 Uber rides were booked by AI agents during the busy week of Halloween.

Pulse · forbes.com

forbes.com · Nov 6

Identity Governance And The Challenge Of AI Agents Moving At Machine Speed

Creating a specialized control layer doesn't necessarily provide stronger protection than applying established security boundaries consistently.

Pulse · techgenyz.com

techgenyz.com · Nov 6

Airbnb AI Travel Agent Set for 2027 Release as Revenue Rises 19%

Airbnb AI travel agent launches in 2027 with maps, photos and trip planning tools. See existing AI features and Q3 2026 revenue growth.

Pulse · analyticsinsight.net

analyticsinsight.net · Nov 6

Google to Shut Down Firebase Studio, Pushes Developers to New AI Tools

Google is shutting down Firebase Studio, its browser-based tool for building apps. Developers must move their projects out by March 22, 2027, when the service e

All arXiv Hugging Face GitHub Hacker News

Latest Top this week

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golang/go

The Go programming language

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microg/GmsCore

Free implementation of Play Services

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obsproject/obs-studio

OBS Studio - Free and open source software for live streaming and screen recording

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Jan 15

openssl/openssl

General purpose TLS and crypto library

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