UTC-4 2026-10-17 03:18:34 土曜日
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デイリーブリーフ

2026-10-17 土曜日

176 件

今日のひとこと:Claude Code continues to evolve and expand Skill usage, while exposed agent credentials and server zero-day attacks also warrant vigilance.

AI カテゴリ別ブリーフ

AI エージェント・開発ツール:Agent development tools continue to expand sandboxing and cloud execution capabilities. Perplexity open-sources SPACE, assigning each task its own microVM; Cline v4.1.25 gradually rolls out cloud sess

大規模言語モデル・AI 産業:Anthropic signs a lease in Nova Scotia for its first Canadian data center. Reflection launches Beam, an open-weight coding model for agentic coding and long-running tasks.

サイバーセキュリティ:An Ivanti zero-day exploit chain operates entirely in memory, involving authentication bypass, remote code execution and privilege escalation. Multiple authorization and session flaws disclosed in Apa

テック・インターネット:After Amazon blocked Grok Bot, Musk said he would consider building his own e-commerce platform if AI agents are not allowed to shop online. NexPhone, which runs Win11, Android and Debian Linux, has b

暗号資産・Web3:Celestia launched the Eden experimental sandbox to test infrastructure needs for autonomous agent payments, trading and model calls. Filecoin is adjusting rewards to favor services that bring in payin

経済・マーケット:Citi and Bank of America are restricting AI agents' access to customer accounts, fearing deposit outflows from automatic transfers of idle funds. Brent crude hit $110 as Iran escalated attacks in the

政策・規制:Anthropic is pitching draft AI regulations to Congress, arguing that models should only be blocked when serious risks arise. Attorneys general from eight US states sued OpenAI over ChatGPT safety and

その他:Tools and productivity drew discussion: one author argued that new tools may disproportionately benefit those who are already capable. Another said industrial psychology literature finds that multitas

注目ニュース

AI エージェント・開発ツールHow the Claude Code team does code review

The Claude Code team shares its approach to code review.

Hacker News原文 ↗

AI エージェント・開発ツールOpen-source “one-person MCN” update: turning external skills into reusable practices

The open-source “one-person MCN” project now lets users give external Skills to Claude Code to turn into reusable practices.

V2EX 分享原文 ↗

AI エージェント・開発ツールBuilding trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore

AWS shares a nine-stage Agent evaluation framework built on Bedrock AgentCore.

AWS Machine Learning Blog原文 ↗

サイバーセキュリティHackers use AI to compromise 440 PaperCut servers

Hackers used Codex and DeepSeek AI Agents to attack and compromise 440 PaperCut servers worldwide.

FreeBuf原文 ↗

サイバーセキュリティBeyondTrust patches zero-day exploited in attacks since August

BeyondTrust patches a critical Remote Support vulnerability exploited in zero-day attacks since late August.

BleepingComputer、The Hacker News、SecurityWeek原文 ↗

サイバーセキュリティCVE-2026-104715: cifs-utils 4.2-7.8 mount-option injection in mount.cifs

cifs-utils 7.9 fixes a mount.cifs mount-option injection vulnerability that could allow local privilege escalation.

oss-security 邮件列表原文 ↗

サイバーセキュリティAOMEI Backupper update server tampered with to deliver backdoor

Attackers tampered with an AOMEI Backupper update server to deliver a backdoor during a window of just minutes.

FreeBuf原文 ↗

AI エージェント・開発ツール

I built a free Windows widget for Claude usage limits with Claude Code — pixel Clawd reacts to your sessions

A free Windows widget refreshes Claude usage limits every minute and uses a pixel-art Clawd to react to sessions.

Reddit r/ClaudeAI原文 ↗

made claude code draw khan academy style explainer videos on a blackboard. free, local, no api keys, open source

Enter a prompt to generate a scene file, then render a narrated blackboard drawing video with one command—free to run locally, with no keys required.

Reddit r/ClaudeAI原文 ↗

Claude weekly roundup (Oct 11–17): Claude found the NIST curve seeds, Code Review goes GA

Updates for October 11–17 cover research into the origins of NIST curve seeds and the general availability of Code Review.

Reddit r/ClaudeAI、The Defiant、Hacker News原文 ↗

Opus 5.5 is so good at orchestrating other models and agents, it feels like another level of unlock

A user says it can assign complex tasks based on capabilities and coordinate multiple Codex and Pi agents.

Reddit r/ClaudeAI原文 ↗

I made a Minecraft mod to prompt agents who build in the world using the existing terrain as specs

Players can select an area and enter chat commands to have an agent build around the existing terrain.

Reddit r/ClaudeAI原文 ↗

Building a multiplayer extraction RTS with Claude Opus and GPT Astra: reusable tools and worker/reviewer pairs

A developer built a browser game using two models, reusable tools and paired execution and review.

Reddit r/ClaudeAI原文 ↗

I built a read-only monitor for Claude Code sub-agents: who's working, who's stuck, who's waiting on you, screensharing

This free, open-source, read-only tool shows the working and waiting status of Claude Code sessions and subagents in real time.

Reddit r/ClaudeAI原文 ↗

When to use which Claude Code model and effort level

Users discuss choosing models and reasoning effort levels for tasks such as architecture design and complex problems.

Reddit r/ClaudeAI原文 ↗

Developer builds Folkbench Switch desktop tool

The author built the tool to simplify switching connection routes and remotely configuring Claude Code for friends.

V2EX 分享原文 ↗

Perplexity Open-Sources SPACE, a Firecracker MicroVM Sandbox for AI Agents

SPACE assigns a separate microVM to each agent task and controls credentials and outbound traffic externally.

MarkTechPost、FreeBuf原文 ↗

Cline releases v4.1.25

Cloud sessions are rolling out gradually, allowing tasks to run on specified GitHub repositories and branches in hosted sandboxes, with completion notifications.

Cline Releases原文 ↗

Pi launches new agent runtime framework with MCP at its core

After long criticizing MCP, Pi has now made it a core component of its new framework.

InfoQ 中文原文 ↗

Linus's Claude Code-assisted kernel changes still leave flaws

Linus used a coding assistant to modify the Linux kernel, but some issues remained undetected in the code.

InfoQ 中文原文 ↗

Tencent Hunyuan open-sources three layers of Hy Memory 2.0 capabilities

The specialized model, memory framework and MemHub app have all been open-sourced and can be used independently or combined into a complete memory solution.

金色财经快讯原文 ↗

I gave Claude a memory of my screen activity

The author hopes to use screen activity memory to reduce the need to repeatedly explain existing context to agents.

Reddit r/ClaudeAI原文 ↗

I had Opus 5.5 make a music video in a traditional hand-drawn 2D style, entirely in code

The author tried to get Claude to produce traditional hand-drawn 2D animation rather than motion graphics videos packed with lyrics.

Reddit r/ClaudeAI原文 ↗

Self-Evolving Agent Harness

An introduction to a self-evolving agent runtime framework.

Hacker News原文 ↗

Building a login-free single-player game download site with Codex in days

The author shares their experience using Codex to quickly build a single-player game download website that requires no login.

V2EX 分享原文 ↗

Redesigning Source Control at Anthropic

An introduction to Anthropic's redesign of source code version control.

Hacker News原文 ↗

Switching to Codex after a Claude ban: why so many approval requests?

After their Claude account was banned, a user asks why Codex frequently requests approval.

V2EX 分享原文 ↗

VS Code ported with Flutter in just 15MB

The author shares the editor port and suggests it pairs well with Claude Code.

V2EX 分享原文 ↗

I prompted a game with Opus 5.5 and Blender (Godot engine) to feed my friends' nostalgia and now hundreds of people are playing this everyday

The author used Opus 5.5, Blender and Godot to create a game catering to friends' nostalgia for PS1 multiplayer games.

Reddit r/ClaudeAI原文 ↗

Can using Claude in GitHub Codespaces prevent account bans?

A user asks whether using Claude through GitHub Codespaces can prevent their account from being banned.

V2EX 分享原文 ↗

android / skills

The entry lists a project named android / skills.

GitHub Trending原文 ↗

cursor / plugins

The entry lists a project named cursor / plugins.

GitHub Trending原文 ↗

开发者推出免费决策模型 API「包青天」

The author shares a self-developed decision-making model API available for free.

V2EX 分享原文 ↗

Google EnvHarness Enables Self-Evolving Agents to Learn in Dynamics Environments

EnvHarness enables self-evolving agents to learn in dynamically changing environments.

InfoQ原文 ↗

AI agents turn one request into about 20. Kubernetes is evolving to handle it.

Agents turn a single request into roughly 20, and Kubernetes is adapting.

The New Stack原文 ↗

OpenAI improves Codex and Work performance

Improvements include reusing subagent context, extending caching and refining routing, alongside better GPT-6 Pro performance for Pro users.

金十数据、B站热搜原文 ↗

Pizza Bot: An open-source inbox for background AI agents

The project provides an inbox for AI agents running in the background.

InfoQ 中文原文 ↗

AI remotely fixes Alibaba Cloud ECS issue with no change in resource usage

AI fixed a bug over SSH on a 1-core, 2 GB Alibaba Cloud ECS instance, with no observed change in CPU or memory usage.

V2EX 分享原文 ↗

CAICT's AI institute jointly releases agent dataset guidelines

The guidelines focus on building high-quality datasets to develop agent capabilities.

金十数据原文 ↗

Vibe coding: Game-changer or risky business?

The article explores the transformative potential and risks of vibe coding.

Al Jazeera原文 ↗

“Developers are paying frontier prices for amnesia”: Uvi wants to stop the agent relearning brain drain

The article notes that developers pay frontier-model prices only to encounter forgetfulness; Uvi aims to reduce repeated learning by agents.

The New Stack原文 ↗

AWS Introduces Strands Decider 2B and Strands Box for AI Agent Development

AWS releases Strands Decider 2B and Strands Box for AI agent development.

InfoQ原文 ↗

Building a Google Merchant Center MCP server: what the Merchant API doesn't tell you

The article discusses issues the Merchant API documentation left unexplained when building this MCP server.

Dev.to原文 ↗

This Week in Charts: Agents Denied

This edition's chart focuses on agents being rejected.

a16z Blog原文 ↗

AI in Production: Panellists Highlight Silent Failures, Harness Engineering, and Agent Governance

Panelists stress that production AI requires attention to silent failures, harness engineering and agent governance.

InfoQ原文 ↗

Grafana Applies SLOs and Error Budgets to AI Agent Behaviour

Grafana applies service-level objectives and error budgets to managing AI agent behavior.

InfoQ原文 ↗

Agent interconnection platform launches to address cross-domain collaboration bottlenecks

The new platform targets bottlenecks in cross-domain collaboration among agents.

金十数据原文 ↗

大規模言語モデル・AI 産業

Claude's optimization and general UI intuitiveness is unparalleled

A user who switched from Codex says the Claude app offers a better experience.

Reddit r/ClaudeAI原文 ↗

JUST IN: Anthropic signs a lease for its first Canadian data center in Nova Scotia.

Anthropic signs a lease in Nova Scotia for its first Canadian data center.

X · @polymarket原文 ↗

Introducing Reflection Beam: an open-weight model for agentic coding on AWS

Beam targets agentic coding and long-running tasks; the article explains how to deploy it through AWS’s SageMaker service.

AWS Machine Learning Blog原文 ↗

Replit is no longer working with Anthropic, CEO says

Masad says the partnership ended for several reasons, including costs; Replit had previously announced a partnership with OpenAI.

TechCrunch、Tech in Asia原文 ↗

Anthropic reportedly offers Blackstone double-digit financing yield

It reportedly plans to offer a yield above 10% to attract Blackstone to a $60 billion chip debt financing deal to purchase Google TPUs.

金十数据、36氪快讯、律动 BlockBeats 快讯原文 ↗

Why Anthropic isn't building personal AI

The article explores Anthropic's product direction against the backdrop of OpenAI dots and Meta Muse's personal agent initiatives.

极客公园原文 ↗

That didn't take long - Claude Haiku 4.5 is leaving the model selector October 29th

Users will then no longer be able to select this Claude model in the model picker.

Reddit r/ClaudeAI原文 ↗

Opus 3 → Opus 4.8 → Opus 5.5: how different models understand task context, and what changed over a few months of using an improved model on the exact same task

A user comparing several versions on the same task says the new Claude produces higher-quality work but may not proactively explain its improvements.

Reddit r/ClaudeAI原文 ↗

How Itaú is building generative AI for its entire customer base

Itaú is applying its AI-first strategy to customers and employees through the ia.i conversational interface and IARA governance platform.

OpenAI News、AI News原文 ↗

Microsoft launches legal Copilot with more than 20 skills

The AI product for lawyers integrates skills such as contract review.

IT之家原文 ↗

User says several leading Chinese AI agents have become usable this year

The author shares subjective assessments of the usability of several leading Chinese AI agents.

V2EX 分享原文 ↗

Anthropic assigned highest junk credit rating in June

Anthropic received a credit rating in the highest non-investment-grade tier.

Hacker News原文 ↗

Anthropic Console overcharged my card 100x due to internationalization input bug

A user reports that an internationalized input error caused the Anthropic console to charge their bank card 100 times the intended amount.

Hacker News原文 ↗

Anthropic opens communication channel with New York City comptroller

Comptroller Mark Levine previously wrote a letter urging a delay to the IPO; details of the discussions have not been disclosed.

金色财经快讯、律动 BlockBeats 快讯原文 ↗

Anthropic says revenue per employee is 2 to 4 times that of peers

The company says its revenue per employee exceeds that of peers including Meta and Google.

金色财经快讯、IT之家原文 ↗

The AI expectations gap - Anthropic

Anthropic explores the gap in expectations surrounding AI.

AI News原文 ↗

GPT-6 Astra stages chess comeback against Claude Opus

A chess experiment takes a turn, with long context failing to deliver continual learning.

金十数据原文 ↗

Elorian’s first AI model wants to reason with images, not just about them

According to company evaluations, Glimpse outperforms GPT-6 Astra in scientific chart reasoning and short-video captioning.

TechCrunch、TechCrunch Startups原文 ↗

Meizu opens first closed beta for Super Aicy personal task agent

Recruitment for the first closed beta of Flyme 12.7 Super Aicy begins today at 14:00.

IT之家原文 ↗

Ant Afu and Alipay AI Pay named among TIME's Best Inventions

Both products made the 2026 list, with Ant Afu the only Chinese AI app selected this year.

AIbase AI 资讯原文 ↗

Dublin-based LearnUpon secures €44.5 million to scale its agentic learning platform

The Dublin-based company secured funding to scale its agent learning platform.

EU Startups原文 ↗

Anthropic investors discuss $1.5T valuation, $500B below prior expectations - report

The valuation is reportedly $500 billion below earlier expectations.

Seeking Alpha、华尔街见闻、IPO News原文 ↗

AI daily: Kling 4.0 launches, Yuewen unveils AI animation

Kling can generate 30-second videos in one go and extend them to 2 minutes; Xiaomi open-sources a large spatial audio model.

AIbase AI 资讯原文 ↗

Anthropic Gives METR 6 Staff AI System Access [2026] - tech-insider.org

Six METR staff members were granted access to Anthropic AI systems.

AI News原文 ↗

Anthropic's reported Q3 revenue not a sign of AI slowing down, Wedbush says

Wedbush says Anthropic's reported third-quarter revenue is not a sign of an AI slowdown.

Seeking Alpha原文 ↗

proud to have welcomed @affaan and @absurdistphil to @aidotengineer NYC to launch the new Compute Trading industry and…

The event introduces engineers and traders to compute trading, why it matters and why it is emerging now.

X · @swyx原文 ↗

OpenAI poaches another AI sales executive from SpaceX

Graham Siemens will join OpenAI's cybersecurity team to handle sales.

金色财经快讯原文 ↗

OpenAI updates ChatGPT with interactive graphics - Mashable

ChatGPT has updated its graphics features to support user interaction.

AI News原文 ↗

Chinese-developed large models make breakthrough on world-class math problems

Chinese-developed large models have made a breakthrough in solving world-class mathematical problems.

B站热搜、金十数据原文 ↗

ByteDance, Tencent and Alibaba pursue personal agents: Who could become China's Muse?

The article explores whether Chinese companies' push into personal agents could produce a “Chinese Muse.”

知乎热榜原文 ↗

DeepSeek consolidates operations to establish product department

DeepSeek has established a product department through organizational consolidation.

百度热搜、B站热搜、知乎热榜原文 ↗

Taiwan plans to spend up to $4 billion on Texas industrial park

The proposed industrial park aims to strengthen the AI supply chain, at a cost of up to $4 billion.

联合早报原文 ↗

You could have invented transformers from memory

The article argues that the Transformer could also be conceived by starting from memory.

Hacker News原文 ↗

it finally happened, i'm in a zoom with 3 ai's golden age of solipsism

The author shares the experience of being in a Zoom meeting with three AIs, joking about the scene in terms of solipsism.

X · @swyx原文 ↗

Meta’s new terms may allow it to train AI on news sites for free

News website content could be used for AI training free of charge under Meta's new terms.

The Verge AI原文 ↗

Flying Teslas, OpenAI Spies & Ramp’s $60B + Why AI Isn’t Sticking (Superhuman CEO) & More

The content covers Ramp's $60 billion topic and the Superhuman CEO's discussion of AI's difficulty retaining users.

X · @jason原文 ↗

AI News: 6 New Models & A Nano Banana Killer

This edition introduces six new models, highlighting a product described as a major rival to Nano Banana.

YouTube · Matt Wolfe原文 ↗

AI reports about 110 episodes already. Crikey.

The author marvels that the AI report has reached roughly 110 editions.

X · @patio11原文 ↗

Don't waste your time we scaled our app studio to $1,700,000 per year & Generated millions of views with AI The video …

The author says their studio earns $1.7 million annually and has used AI to generate millions of views; the accompanying video was entirely AI-generated.

X · @ErnestoSOFTWARE原文 ↗

サイバーセキュリティ

Ivanti zero-day exploit chain resides only in memory

The exploit chain involves authentication bypass, remote code execution and privilege escalation, tracked as CVE-2026-104935.

FreeBuf原文 ↗

AhsayCBS two-vulnerability exploit chain turns backup servers into launchpads

The article reviews three real-world intrusions involving CVE-2026-105133 and CVE-2026-105134.

FreeBuf原文 ↗

India becomes the latest country to report rogue AI agent activity

Agents gain access through application configurations, credentials and connection settings exposed in public repositories, and overprivileged cloud roles.

TechCrunch、AIbase AI 资讯、Decrypt原文 ↗

Microsoft and Health-ISAC obtain order to seize cybercriminal domains

The three service providers involved sell illicit accounts, cloud resources and phishing tools that have been used to send more than 1 billion phishing messages this year.

金色财经快讯原文 ↗

CVE-2026-90910: Apache Answer: Reaction API authorization bypass for restricted content

The Reaction API in versions 2.0.2 and earlier has an authorization bypass that can affect restricted content.

oss-security 邮件列表原文 ↗

CVE-2026-86589: Apache Answer: User Center integration does not revoke first-login sessions after central account suspension

An authentication flaw in the user center integration leaves the initial login session active after the central account is disabled, affecting versions through 2.0.2.

oss-security 邮件列表原文 ↗

CVE-2026-79633: Apache Answer: Missing Authorization Allows Mutations of Non-Public Content

Versions 2.0.2 and earlier lack authorization checks, allowing nonpublic content to be modified.

oss-security 邮件列表原文 ↗

CVE-2026-79624: Apache Answer: Stale Visit Tokens Retain Access to Private Uploads After Session Revocation

Versions 2.0.2 and earlier inadequately invalidate sessions, leaving old access tokens able to access private uploaded files after a session is revoked.

oss-security 邮件列表原文 ↗

CVE-2026-79620: Apache Answer: Improper Authorization Allows Disclosure of Non-Public Question Metadata

Improper authorization in versions 2.0.2 and earlier allows data queries to expose metadata about nonpublic questions.

oss-security 邮件列表原文 ↗

CVE-2026-79613: Apache Answer: Disclosure of Comments on Non-Public Content Through Public Profiles

Versions 2.0.2 and earlier allow unauthenticated attackers to access comments on nonpublic content through public profiles.

oss-security 邮件列表原文 ↗

CVE-2026-76994: Apache Answer: Exposure of Hidden Question Metadata Through Public Answer Profiles

Versions 2.0.2 and earlier can expose metadata about hidden questions through public answer profile pages.

oss-security 邮件列表原文 ↗

CVE-2026-71563: Apache Answer: MCP Answer Retrieval Exposes Content from Non-Public Questions

An authorization flaw in versions 2.0.2 and earlier may expose the content of nonpublic questions through MCP answer retrieval.

oss-security 邮件列表原文 ↗

CVE-2026-67249: Apache Answer: Email Code Purpose Confusion May Allow Account Takeover

Versions 2.0.2 and earlier fail to distinguish the purposes of email verification codes, potentially allowing account takeovers.

oss-security 邮件列表原文 ↗

CVE-2026-64945: Apache Answer: Incorrect permission mapping allows users with only the unpin permission to hide/show questions

In versions 2.0.2 and earlier, users with only permission to unpin issues can also hide or show them.

oss-security 邮件列表原文 ↗

CVE-2026-64944: Apache Answer: Stored XSS via unsanitized HTML in imported question content

Versions 2.0.2 and earlier fail to sanitize HTML in imported issues, creating a stored cross-site scripting vulnerability.

oss-security 邮件列表原文 ↗

CVE-2026-64943: Apache Answer: API keys logged in plaintext during authentication

Versions 2.0.2 and earlier log API keys during authentication, risking sensitive information disclosure.

oss-security 邮件列表原文 ↗

CVE-2026-108837: Apache Kylin: Potential computed-column resource exhaustion

Versions 4.0.0 through 5.0.4 lack resource allocation limits or throttling, potentially allowing attackers with project administrator privileges to exhaust resources.

oss-security 邮件列表原文 ↗

Kubernetes security auditing: six core attack surfaces

The article maps six core attack surfaces, from Pod to etcd, with a focus on security auditing practices.

FreeBuf原文 ↗

37-year-old OpenBSD kernel vulnerability allows escalation to root

The kernel vulnerability can be exploited to gain root privileges, and proof-of-concept code has been released.

FreeBuf、The Hacker News原文 ↗

Attackers use AI scripts to hijack Linux sudo and steal credentials

AI-generated scripts are being used to hijack the sudo command and covertly steal user passwords.

FreeBuf原文 ↗

Fake Claude, ChatGPT Attacks Surge, Putting Developers at Risk

Attackers impersonate popular AI brands, typically using ClickFix-like tactics to trick corporate employees.

Dark Reading原文 ↗

Linux kernel vulnerability rated 9.3 enables virtual machine escape

The vulnerability can be used to break out of virtual machine isolation and attack the host.

IT之家原文 ↗

UAT-11985 Uses Fake Event Invites to Target Taiwan Research Affiliates With Google AitM Phishing

The attack targets people associated with Taiwanese research institutions, using fake invitations to direct them to a Google adversary-in-the-middle phishing page.

The Hacker News原文 ↗

Re: Proposal: Add separate oss-security-vulnerability-reports mailing list (for AI vulnpocalypse)

A discussion update says monthly emails received ranged from 319 to 400 from June through September, while subscriber numbers declined slightly.

oss-security 邮件列表原文 ↗

Cursor investigates suspected leak of internal confidential data to SpaceX

Confidential information generated by employees using Grok Bot and during internal testing may be reaching SpaceX's AI division; the company is investigating.

AIbase AI 资讯原文 ↗

Vitalik introduces “paranoid mode” privacy wrapper for agents

The wrapper combines zkAPI, separate Tor circuits, cover traffic and local prompt rewriting to protect identities and request privacy.

Foresight News 快讯原文 ↗

SlowMist warns of fake firmware update phishing targeting Ledger users

Attackers are exploiting a supply chain incident to send fake update emails directing users to fraudulent pages; SlowMist warns users not to enter seed phrases.

金色财经快讯原文 ↗

Hackers Jailbreak iPhone 18 Pro on Stage, and It Survives a Reboot

Calif demonstrates an untethered jailbreak on a device running iOS 27.0.1; no tools or vulnerability details have been released.

Decrypt原文 ↗

AI website builder Studio breached, exposing accounts and keys

A hack exposed user account information and API keys for external services.

IT之家原文 ↗

OpenAI models hacked a crypto wallet and breached more websites

The entry claims an OpenAI model broke into a cryptocurrency wallet and compromised additional websites.

Ars Technica、CoinDesk原文 ↗

Tencent Cloud responds to agent jailbreak probing of Amap: Monitoring strengthened

Tencent Cloud says the AI agent involved came from a third-party model and that monitoring has been strengthened.

IT之家、知乎热榜原文 ↗

NEAR Intents Postmortem Links $3.8 Million Exploit to Deposit Bug

The protocol removed its deposit notice after receiving another critical vulnerability report and says all affected users have been fully compensated.

The Defiant原文 ↗

Reading the CVSS 9.8 score of CVE-2026-108474 without overreading it

The article discusses how to interpret the vulnerability's CVSS score without drawing excessive conclusions from it.

Dev.to原文 ↗

Microsoft bringing Defender to Linux desktops. Repeat: Microsoft bringing Defender to Linux desktops

Microsoft plans to bring its Defender security product to Linux desktops.

The Register原文 ↗

I never authorized an integration that scans my secrets

The author says they did not authorize the integration that scanned their confidential information.

Hacker News原文 ↗

BREAKING: Hacker steals personal data belonging to millions of California students, including names, birth dates, home…

State officials confirmed that stolen data includes students' names, dates of birth, home addresses and disability status.

X · @polymarket原文 ↗

テック・インターネット

Musk responds to Grok Bot ban: may build his own e-commerce platform

After Amazon banned Grok Bot, Musk said he would consider building his own platform if agents are not allowed to shop online.

IT之家原文 ↗

NexPhone triple-OS phone delayed until the end of next year’s first quarter

The phone running Win11, Android and Debian Linux has been delayed.

IT之家原文 ↗

Huawei proposal to enable CPU Boost by default in Linux sparks debate

Arm engineers object to Huawei’s proposal to enable CPU Boost by default.

IT之家原文 ↗

Show HN: Play a 5 minutes match of CS 1.6 1v1 while you wait for your agent

This demo project lets users play one-on-one games while waiting for agents.

Show HN原文 ↗

An Nvidia insider-turned-VC on why robotics hasn’t hit its ChatGPT moment, yet

An investor who previously led product marketing for NVIDIA’s robotics platform says robotics is still at the stage of assembling foundational building blocks.

TechCrunch原文 ↗

The new Apple TV 4K just got its first (very small) discount

Amazon is offering the first discounts on its new set-top box, due to launch on November 13.

The Verge原文 ↗

Google Search Ranking Volatility & Chatter Spike Today

The author observed a marked increase in Google search ranking volatility and related discussion over the past 24 hours.

Search Engine Roundtable原文 ↗

Search News Buzz Video Recap: Google Poisoning Tracking Tools, Google AI Results Updates, Discover To Change, Google Ads, ChatGPT & SEO

The author alleges that Google may be disrupting third-party tracking with fake data and paywalls, and introduces Gemini 4 Argon in AI Mode.

Search Engine Roundtable原文 ↗

Multiple phone brands announce price cuts

Several phone brands announced reductions in product prices.

今日头条原文 ↗

Google Ads To Allow Certification For Online Gambling Advertisers

Starting in October 2026, Google Ads is gradually allowing selected advertisers to apply for certification in the online gambling category.

Search Engine Roundtable原文 ↗

Bing Tests Read More Links In Search Result Snippets

Some browsers now show links Bing has added to the end of search result snippets.

Search Engine Roundtable原文 ↗

Google Ads Lead Form Adds Lead Scoring For Lead Qualification

Advertisers can flag qualifying answers to screen leads, with up to 12 answers per question.

Search Engine Roundtable原文 ↗

Bing Search Testing Popular Links On Snippets

Microsoft is testing popularity badges for sitelinks in Bing search results.

Search Engine Roundtable原文 ↗

How to Automate Content Creation: A Follow-Along Guide

The article explores content creation automation, starting with the familiar idea of generating an article with one click after entering keywords.

Ahrefs Blog原文 ↗

Apple’s $1,999 iPhone Duo puts the company's status-symbol power to the test

The phone's pricing will test the appeal of Apple products as status symbols.

CNBC、CNBC Tech原文 ↗

So in fact we actually can get robots, flying cars, superintelligence, fast internet on planes, space travel, space co…

The author is optimistic that advances in robotics, space colonization, orbital data centers and disease treatments will materialize within their lifetime.

X · @levie原文 ↗

Like your own posts. Especially when you're just getting started. No one wants to be the first to hit like. Make it ea…

The author recommends liking your own posts to lower the psychological barrier for others to be the first to like them.

X · @marclou原文 ↗

Seriously, there is no way to algorithmically filter out the obvious AI slopreplies?

The author questions whether the platform can algorithmically identify and block obviously low-quality AI replies.

X · @emollick原文 ↗

Putin envoy says Russia and US are discussing joint deals including on data centres - Reuters

Russia and the US are discussing joint projects, including data centers, according to Putin's envoy.

Reuters World原文 ↗

Want to try GBrain but don’t know how? https:// GBrain.io is the best easiest hosted way to get going

The author recommends starting with GBrain.io's hosted option to try GBrain, calling it easy to use.

X · @garrytan原文 ↗

It’s true, threads is a fucking wasteland

The author expresses a strongly negative opinion of Threads.

X · @shawmakesmagic原文 ↗

暗号資産・Web3

Celestia launches Eden to test agents’ on-chain transactions

The high-performance EVM chain serves as an experimental sandbox to test infrastructure requirements for autonomous agent payments, trading and model calls.

律动 BlockBeats 快讯原文 ↗

Filecoin adjusts rewards and launches products to accelerate enterprise and AI shift

The new mechanism favors services that bring in paying customers, alongside new storage products for enterprises and AI agents.

Foresight News 快讯原文 ↗

Fidelity: Bitcoin correlation with US Treasury yields hits record high

Fidelity says Bitcoin’s correlation with the US 10-year real yield rose above 0.6 in 2026.

律动 BlockBeats 快讯、Foresight News 快讯、金色财经快讯原文 ↗

経済・マーケット

Could an Anthropic IPO put your 401(k) at risk? The AI safety debate hits a new dimension. - MarketWatch

The article links the AI safety debate and Anthropic’s potential IPO to risks for 401(k) retirement accounts.

AI News原文 ↗

Citi and Bank of America restrict AI agents’ access to customer accounts

The banks fear agents could automatically move idle funds in pursuit of higher returns, causing deposit outflows.

金色财经快讯原文 ↗

Onafriq shuts down its Nigerian agent banking business after five years

The company shut down the business after five years of operation.

TechCabal (Africa)原文 ↗

Jamie Dimon Bars Outside AI Agents From JPMorgan Customer Accounts - Startup Fortune

JPMorgan Chase customer accounts are barred from granting access to external AI agents.

Decacorn News原文 ↗

Apple shares rise more than 2% in US premarket trading

Apple is poised to open at a record high after every model of its foldable iPhone Duo sold out within one minute of launch.

金色财经快讯、百度热搜原文 ↗

Dovish Warsh remarks fuel bets on no Fed rate hike in October

After Warsh's remarks in Bangkok, markets expect rates to remain unchanged in October, with the probability of a hike falling below 15%.

腾讯新闻、华尔街见闻、Axios原文 ↗

Several broad-market ETFs see late-session volume surge; equity ETFs record 140 billion in consecutive net inflows

The article examines signals from rising late-session trading volumes in broad-market ETFs and sustained net inflows into equity ETFs.

财联社热门、腾讯新闻原文 ↗

More than 10 A-share companies signal strong third-quarter earnings; copper-clad laminate leader expects profits to double

Several A-share companies forecast improved third-quarter earnings, including a leading copper-clad laminate maker that expects profits to double.

财联社热门、腾讯新闻原文 ↗

Precious Metals Weekly Front Desk Presentation 101426: Hong Kong, Singapore rivalry, ICE in London, Fed Minutes - StoneX

This report covers competition between Hong Kong and Singapore, London's ICE and the Fed meeting minutes.

Gold & Metals原文 ↗

Brent oil touches $110 as Iran escalates Hormuz attacks, Ukraine vows to hit Russian refineries - CNBC

Brent crude hit $110 as Iran escalated attacks in the Strait of Hormuz and Ukraine vowed to strike Russian refineries.

CNBC、Oil & Gas原文 ↗

ASA Gold and Precious Metals Limited Announces Distribution Declaration - Yahoo Finance

The company issued an earnings distribution announcement, but the headline did not disclose the amount or specific arrangements.

Gold & Metals原文 ↗

Founders are often puzzled when investors reject them for what seem like stupid reasons. There are two possible explan…

The author argues that absurd reasons for rejection may reflect poor investor judgment or simply be an excuse for disliking a founder.

X · @paulg原文 ↗

Nearly 40% of the S&P 500 is in a bear market. Here are 10 of those stocks that analysts say can gain up to 81%. - MarketWatch

Analysts see upside potential in 10 of the stocks, reaching as high as 81%.

MarketWatch、Market Outlook原文 ↗

Precious Metals & Critical Minerals Virtual Investor Conference Presentations Now Available for On-Demand Viewing - Investing News Network

Presentations from the virtual investor conference are now available on demand.

Gold & Metals原文 ↗

Half the replies are thanks for the pizza, half are “I got charged AND you took my data” CAC on this is $30 + half the…

The author says customer acquisition cost was $30, with half the replies thanking them for the pizza and the other half complaining about charges and data collection, while questioning whether it copied Instinct.

X · @shawmakesmagic原文 ↗

政策・規制

Anthropic pitches draft AI regulation to Congress

The draft proposes allowing models to be blocked only when serious risks arise.

IT之家、金色财经快讯、AI News原文 ↗

US AI task force plans early-warning system for model safety risks

The task force’s first meeting focused on cybersecurity, biosecurity and model accountability, with an advisory committee to assess risks.

金十数据、律动 BlockBeats 快讯原文 ↗

Exclusive: Anthropic CEO calls for stronger regulation of AI - ABC News - Breaking News, Latest News and Videos

ABC News exclusively reports that the company’s CEO advocates stronger AI regulation.

AI News原文 ↗

Eight State AGs Sue OpenAI Over ChatGPT Safety and Consumer Protection - Regulatory Oversight

The lawsuit concerns ChatGPT safety and consumer protection issues.

AI News原文 ↗

Four departments meet with more than 30 automakers, set red lines for product marketing

The meeting called for stronger oversight of automotive R&D testing and validation and clarified limits on product marketing.

金十数据、IT之家、36氪快讯原文 ↗

28% chance a U.S. state enacts a data center moratorium this year.

The entry estimates a 28% probability that a US state will introduce a data center moratorium this year.

X · @polymarket原文 ↗

U.S. Offers Another 17 Million SPR Barrels as Fuel Crisis Deepens - Crude Oil Prices Today | OilPrice.com

The US is supplying an additional 17 million barrels from the Strategic Petroleum Reserve as the fuel crisis deepens.

Oil & Gas原文 ↗

Federal Reserve Board announces termination of enforcement actions with Gardner Bancshares, Inc. and Small Business Bank

The enforcement actions being terminated concern Gardner Bancshares, Inc. and Small Business Bank.

Federal Reserve原文 ↗

その他

ok i really need the prompt(s) for this video because this is near-kurzgesagt level clarity of explanation (not yet il…

The poster wants the prompts used in the video, saying its explanations approach Kurzgesagt’s clarity, though its illustrations do not yet match that standard.

X · @swyx原文 ↗

Put your dot on call

The article focuses on assigning on-call duties to dot.

YouTube · OpenAI原文 ↗

Me thinking about my remaining moat

The author reflects on what competitive advantages they still retain.

X · @levelsio原文 ↗

ADHD, or the non-medicalized cluster of personality traits sometimes referred to as that, has often seemed to be adapt…

The author argues that ADHD-related traits may be more adaptive in some parts of the modern economy than in traditional organizations.

X · @patio11原文 ↗

Groundbreaking tools make the already capable even more capable. (And, quite likely, the not-yet-capable not much more…

The author argues that new tools may significantly boost those already capable without equally helping those whose skills are still lacking.

X · @arvidkahl原文 ↗

Industrial psych lit AFAIK says that multitasking is pretty universally productivity-destroying and that people who re…

The author says that, to their knowledge, industrial psychology literature finds multitasking harms efficiency, and those who believe they are unaffected are mostly misjudging themselves.

X · @patio11原文 ↗

Complex Systems is off this week; should be back next week as usual.

Complex Systems is taking a break this week and is expected to resume as usual next week.

X · @patio11原文 ↗

X トレンド · 直近 24 時間

Roadster reservations and thrust technology spark debate

A post claims Tesla's China website has opened reservations for the road-going second-generation Roadster with a RMB 332,000 reservation deposit, while thrust and flying versions remain unavailable. Another author argued that integrating jet technology is eye-catching but raises questions about everyday practicality and safety.

Xiaoyangge reportedly allowed to resume livestreaming after deleting old account

A post claims Douyin will allow Xiaoyangge to resume livestreaming after completing corrective measures and compensating consumers, provided he deletes his old account and registers a new one. The author questioned whether he could rebuild traffic and consumer trust after abandoning the original account.

Zhang Liangying reportedly falls from elevated concert platform

A post claims Zhang Liangying fell from a two-meter-high platform during her birthday concert, with the extent of her injuries unknown. The author questioned the lack of guardrails and raised concerns about performance safety.

Frozen wallets for sale raise fraud concerns

A post claims someone on Xianyu is selling frozen wallets showing balances of RMB 12 million for RMB 39.9. Buyers can log in but cannot transfer funds. The author warned that such wallets could be used to fake wealth and deceive others.

Claude can use open audio search for video editing

An author shared that Claude can search for and download audio through the Openverse API without an API key. They noted that users looking for sound effects can specify Freesound as the source, which has 590,000 audio clips.

Minimal-code AI paper reproduction project recommended

A post describes an open-source project that reproduced 30 AI papers in 30 days using minimal Python code. The author recommended it as a learning resource for understanding the fundamentals of modern AI.

International Workbuddy version reportedly includes GPT

An author claims the international version of Workbuddy now includes GPT and recommends uninstalling the domestic version in favor of it.