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Ai Daily News 2026-11-11: How skills and agents work in AWS Quick | Artificial Intelligence
发布： 摘要更新：
In this post, we cover how agents, skills, and your data fit together in AWS Quick, and how to build and share skills that work for your team. We also show how the official catalog and custom agents help you put those skills to use.
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1. How skills and agents work in AWS Quick | Artificial Intelligence
In this post, we cover how agents, skills, and your data fit together in AWS Quick, and how to build and share skills that work for your team. We also show how the official catalog and custom agents help you put those skills to use.
2. Multimodal Knowledge Agents benchmark: November 2026
The Multimodal Knowledge Agent (MKA) benchmark, developed with Artificial Analysis, evaluates how agents reason across visually complex files to solve real-world knowledge work tasks. Gemini 4 Carbon provides top quality at a fraction of the price of similar models.
3. From Months to Minutes: How to Launch an Agentic Contact Center Fast - Salesforce
Here’s how a unified, agentic platform can set up your contact center in under an hour – and what your team needs to make that happen.
4. Autonomous treasury agents: How Trovata built an AI-native solution on Amazon Bedrock and AgentCore | Artificial Intelligence
Trovata built its AI-native solution on Amazon Bedrock AgentCore, combining autonomous agents, natural language querying, and enterprise access controls. The following sections describe what the team built, the primary use cases, and the AgentCore capabilities behind it.
5. CNCF and SlashData Report Finds Cloud Native Developers Are More AI-Ready, Global Population Surpasses 21 Million | CNCF
CNCF and SlashData released the State of Cloud Native Development Q3 2026 report during KubeCon + CloudNativeCon North America 2026.
6. CNCF Hits Major Milestones with Global Community Growth, Record Industry Investment and a New Generation of Projects to Build AI Systems in Production | CNCF
CNCF invites developers, end users and technology providers to build the next era of cloud and AI: contribute code, share production experience, join community groups and invest in the projects global organizations depend on.
7. How TCS built an agentic test orchestrator with Amazon Bedrock AgentCore | Artificial Intelligence
In this post, we show how TCS built an agentic test orchestrator that turns requirements into executable, governed tests, and what it changed for its BFSI testing teams.
8. Google's new AI tool just proved Signal encryption really works - here's how - ZDNET
Researchers formally verified that a portion of Signal’s encryption code works.
9. How Chinese AI Proxy Services Gain Access to U.S. Models
Proxy services provide access to restricted frontier models, enabling Chinese companies to distill advanced American AI capabilities into their own systems at a fraction of the training cost.
10. Google Cloud Gemini for healthcare: AI workflow automation
Google Cloud launches Gemini for healthcare.
11. New York Will Independently Test AI Models
The state’s research center will check AI companies’ work instead of taking their word.
12. The AI Safety Debate Has Lost the Plot. We Asked 10 Experts What the Real Nightmares Are
Curiosity soon replaced my knee-jerk irritation. The summer of 2026 was a clear turning point in the AI narrative.
13. Release: llm-gemini 0.36
Gemini 4 Carbon was announced two weeks ago for "a subset of cyber defenders", but today it's available to everyone else.
14. 5 apps I need Siri AI to work with now that it’s open to third-party developers - ZDNET
Siri AI is now open to support by third-party developers.
15. Introducing Our Smallest, Most Efficient Model: Muse Ember
Introducing Our Smallest, Most Efficient Model: Muse Ember.
16. Your Algorithm: Giving People More Ways to Personalize Facebook Recommendations - Engineering at Meta
Your algorithm is a suite of AI-powered tools that makes Facebook recommendations more transparent and steerable, with a single editable view of the interests that shape Feed and Reels.
17. Unreal Engine 5.9 divides game devs with an AI-heavy update | Creative Bloq
Unreal Engine 5.9 has received an early preview, and it's causing a bit of controversy among developers. The latest iteration of the platform that tops our pick of the best game development programs is all about AI, and that includes its own development.
18. Meituan Releases LongCat-2.5 AI Model Weights Under MIT License - Dataconomy
Meituan released the weights for its LongCat-2.5 artificial intelligence model on Nov. 9 under the MIT License, making the vision and coding model available through Hugging Face.
19. LLM Reliability Layers Under Test: Accuracy, Yield, and the Limits of Verification - InfoQ
Reliability layers sorted answers by trustworthiness but corrected almost none; yield, right answers over all records, exposes what accuracy hides.
20. Reddit launches AI-powered Reviews feature - with 10,000 products to start - ZDNET
Reddit’s new feature builds reviews from user posts.
21. IBM and Microsoft announce a new AI agent platform designed for industry-specific transformation
IBM and Microsoft announced Imagine Enterprise, an agentic platform designed to enable enterprises to build, run, and govern AI agents for industry-specific processes. IBM Consulting contributes more than 6,000 prebuilt AI agents and assets, extensive experience, and industry expertise, while Microsoft provides the AI, cloud, and security foundation.
22. Gemini 4 Carbon: New model for developer agents
Gemini 4 Carbon is now available for developers.
23. Working with Claude Sheets, Whiteboards, and Interactive Connectors | Claude by Anthropic
We've seen Claude Code change how developers work. Engineers went from manually coding line by line, to describing ideas and reviewing what Claude built.
24. Microsoft Releases .NET 11 - Thurrott.com
Microsoft announced the release of .NET 11 at its .NET Conf 2026 virtual conference today, with improvements across C# 15, ASP.NET Core, .NET MAUI, and Windows development.
25. WhiteMatter Raises $20 Million in Series A Funding - SecurityWeek
Cybersecurity startup WhiteMatter on Tuesday announced raising $20 million in a Series A funding round that brings the total raised by the company to $24 million.
26. 80% of Banks Have Already Faced Agentic AI Attacks, According to BioCatch Survey
Its 2026 survey of 1,440 fraud-management, AML, and risk-and-compliance professionals at banks in 25 countries found that 80% of respondents said their institutions had already encountered attacks using agentic AI.London's trading industry is coming home!The Shift to Agentic TradingIn 2026, several retail brokers, including the industry’s biggest platform providers – MetaQuotes and Spotware – have enabled traders to connect their accounts with AI agents via MCP integrations.An FM Intelligence analysis found that Claude is particularly popular, with 9 out of 10 brokers enabling integrations wit
27. When Hybrid AI Makes Sense For Coding Agents - Dataconomy
AI coding assistants are evolving from tools that suggest individual lines of code into agents capable of navigating repositories, editing files, executing tests, and investigating failures. That transition creates a new infrastructure problem: every additional step can require another model request, often carrying source code, instructions, and previous tool results.
28. With AI models scaling fast, seamless orchestration is key.
With AI models scaling fast, seamless orchestration is key. Live from #KubeCon + #CloudNativeCon @robertnishihara announces AI & cloud-native ecosystem KubeRay joins @CloudNativeFdn as the Kubernetes-native lifecycle management, autoscaling, scheduling, reliability, and Show more
29. A vibe-coded GTA VI PC port is coming, whether Rockstar likes it or not | TechSpot
In Vermeij's view, the threat of a vibe-coded GTA VI PC build could push Rockstar to speed up its porting efforts. Thanks to GenAI's efficiency at brute-forcing through existing code bases, an official PC version could be a little closer than anticipated.
30. OpenAI, Anthropic face new oversight as New York’s AI safety law takes effect | TechCrunch
New York is gearing up to enforce one of the country’s most significant AI safety laws. The state opened a registration portal Tuesday, with which large frontier AI developers like Anthropic and OpenAI will be required to register by January 1, 2027.
31. PYMNTS | Lame Duck Congress Faces Cybersecurity, AI Bill Deadlines
The U.S. Congress returns this week with expiring cybersecurity authorities and unfinished artificial intelligence (AI) safety bills competing for a shrinking legislative window, after last week’s midterm elections reshaped both chambers.
32. AI-Powered Malware Analysis Uncovers Hidden Phishing Threats and Reduces SOC Workload
AI-powered malware analysis is helping organizations uncover hidden threats faster, reduce unnecessary escalations, and handle more incidents without increasing headcount.
33. KORA Desktop OS Builds AI Into Linux, Heads to Snapdragon X2 Elite PCs in 2027 - Hardware Busters
It is due in 2027 on what the companies call the first OEM PCs to pair a Linux desktop OS with Snapdragon X2 Elite. KORA follows later in 2027, aimed first at developers and creators.
34. New framework grades AI jailbreaks across capability gains, scope, and how easy they are to deploy — Frontier Model Forum proposes CVSS-style rating system for new AI models | Tom's Hardware
The published Jailbreak Rating Framework is a rough analog to the well-known CVSS security rating system, but specifically targeted at classifying the type and severity of LLM jailbreaks across various axes and multiple frontier LLM providers.
35. Apple Intelligence just cleared another major roadblock in China, and Macs are next - Digital Trends
Apple Intelligence‘s long-awaited rollout in China is getting closer to covering the company’s wider ecosystem. After securing regulatory approval for iPhones earlier this year, Apple has now completed another important registration process that could finally bring its AI features to iPads and MacBooks in the country.
36. Anthropic Launches Claude Fable And Mythos 5.2 With 20% Price Cut - Dataconomy
Anthropic on Monday released Claude Fable 5.2 and Claude Mythos 5.2, reducing standard API prices by 20% while saying the models generate outputs up to 30% faster than their predecessors.
37. Work at the Frontier: AI’s effect on freelance work
New research from OpenAI and Upwork finds shifting demand for freelance work, new skill combinations, and larger budgets and more hours for AI-related projects.
38. Jensen Huang’s Troubles Leave the AI Industry Reeling
Over the past few days, Huang’s status as an AI titan has come under scrutiny amid an admission that he had an affair with Alice Huang, an executive at a Singapore-based company whom US intelligence services concluded was a Chinese intelligence asset. Nvidia’s board of directors said the company would launch an investigation into the incident.
39. Adobe's CX Experience Coworker Agent Comes to GenStudio
In April, Adobe introduced CX Enterprise Coworker, an agentic AI system built to “power and orchestrate customer experiences.” Marketers describe their goal using natural language, and Coworker draws up a plan, executes the campaign, and measures the results against the original goal. It became generally available in June, and since then, the company has connected Coworker to different AI platforms like Anthropic, Databricks, Google, OpenAI, and Microsoft, as it has with Creative Cloud.
40. Introducing AI Skills in Coworker: Turn Your Best Practices Into Reusable Workflows - Salesforce
Get your team's know-how out of one person's head. Describe a task once in plain language, and anyone you share it with can run it the same way.
41. Amazon Bedrock tokenomics data lake | Artificial Intelligence
If you need an observability data lake for your Amazon Bedrock workloads, you’re not alone. When you’re running thousands of model invocations a day across multiple accounts, after a request is sent you might be wondering, what happened?
42. New survey finds enterprises trapped between legacy software and AI modernization | Google Cloud Blog
Throughout my career in cybersecurity and infrastructure protection — both in government and now at Google Cloud — I have consistently seen that friction between new and existing technology is often a barrier to progress. A new piece of software or service may work wonderfully on its own but then it’s placed within a complex, interconnected IT environment and lost in the operational inertia.
43. Ollama Download | TechSpot
Ollama is an open-source platform for running large language models (LLMs) locally on macOS, Linux, and Windows. It lets you download, manage, customize, and run models such as Llama 4, Qwen 3, Gemma 3, Phi-4, DeepSeek-R1, Mistral, and many others, without relying on cloud services.
44. Adobe MAX 2026 is all about AI agents, smarter editing, and fewer creative headaches - Digital Trends
At Adobe MAX 2026, the company has announced a major wave of AI-powered upgrades across Firefly, Creative Cloud, and GenStudio, with AI agents taking centre stage. The announcements cover everything from generating videos and editing photos through natural language to automating repetitive creative tasks.
45. PYMNTS | Google Debuts Gemini AI Agent for Healthcare Operations
Google Cloud introduced an agentic artificial intelligence solution designed for healthcare operations, according to a Tuesday (Nov. 10) press release.
46. AMD VP and chief Zen architect rebuke claims that Nvidia and Arm made CPUs for agentic AI — ‘We didn’t magically know four years ago that agentic was going to be a thing’ | Tom's Hardware
Two prominent voices within AMD agree that the company didn’t design its new Zen 6 family, codenamed Venice, explicitly for agentic AI in a clear shot at Nvidia and Arm, who’ve both described their latest data center CPUs as “agentic” in nature. In separate talks, AMD’s chief Zen architect Mike Clark and corporate VP Madhu Rangarajan said that the company didn’t predict the agentic wave when Zen 6 development started.
47. ‘Get you out of your device and back to your vacation’ — Disney’s new AI experiment could change how you explore Disneyland, whether you’re using an iPhone, Ray-Ban Metas, or AirPods | TechRadar
You might recall that at Meta Connect 2025, Disney Imagineering showed off an early tease of an experience at Disneyland using Ray-Ban Meta smart glasses, letting guests look at their surroundings, ask questions, and hear responses through the glasses. And while that was just an early glimpse, the Disneyland Enchanted Guide is bringing that idea to life, letting you interact with Disney's new AI assistant without constantly reaching for your phone.
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