AI Daily | Claude Enables Fully Automatic Agent Mode, OpenAI Shuts Down Standalone Sora App Link to heading
Today, the AI industry is focused on the deep evolution of agents. Anthropic has introduced automatic programming and computer control features for Claude, marking a transformation of AI from a conversational tool to an autonomous execution agent. Meanwhile, OpenAI announced the shutdown of its Sora video application just six months after its launch, indicating a strategic shift towards core architecture and integrated super-applications. Furthermore, the activity surrounding the open-source project OpenClaw and the LiteLLM supply chain security incident serve as a reminder for developers to prioritize underlying security and ecosystem integration while pursuing automation efficiency.
I. Today’s Key Takeaways Link to heading
- Watch List: “DeepSeek Just Fixed One Of The Biggest Problems With AI” from Two Minute Papers is a priority watch. Main content: - ❤️ Check out Lambda and register for their GPU Cloud here:.
- 📝#DeepSeek paper available here:..
- Watch List: A total of 22 key updates have been captured in the last 7 days. You can select sources (Podcasts/Newsletters/Videos) for in-depth reading based on your needs.
- X Hot Topic: The topic “Anthropic Launches Auto Mode for Smoother Claude Code Sessions” is trending (approx. 2400 related posts) and serves as a good entry point for understanding global AI public opinion and viewpoints.
II. AI Hot Topics on X (based on bird) Link to heading
Topic 1: Anthropic Launches Auto Mode for Smoother Claude Code Sessions Link to heading
- Category: AI · News
- Overview: Trending Time: , Related Posts: 2400
- What happened: Anthropic has launched “Auto Mode” for its command-line development tool, Claude Code, allowing the AI to autonomously execute multi-step programming tasks, run commands, and fix errors in real-time based on feedback.
- Why it’s important: This marks the transition of AI programming assistants from simple “conversational aids” to “AI Agents” with autonomous capabilities, significantly improving efficiency in handling complex software engineering tasks.
- Discussion summary: User discussions focus on performance comparisons between Auto Mode and competitors like Cursor and Windsurf, as well as evaluations of its operational security, token consumption costs, and task success rates in large codebases.
Topic 2: Royal Navy to Lead Coalition Reopening Strait of Hormuz Link to heading
- Category: AI · News
- Overview: Trending Time: 1 day ago, Related Posts: 62000
- What happened: The British Royal Navy will lead an international coalition, including the US and France, to deploy minesweepers to reopen the critical Strait of Hormuz shipping lane.
- Why it’s important: The security of this shipping lane is directly linked to the stability of the global energy supply chain, which in turn affects the operating costs of AI data centers. Such missions often involve the use of advanced autonomous unmanned underwater vehicles (UUVs) and AI recognition technology.
- Discussion summary: Discussions are focused on whether the military action will lead to further escalation in the region, its potential impact on global oil prices, and the actual effectiveness of Western allies in maintaining the security of international shipping.
Topic 3: Polymarket Launches Referral Program and Trading Fees for Liquidity Rewards Link to heading
- Category: AI · News
- Overview: Trending Time: 1 day ago, Related Posts: 7600
- What happened: The decentralized prediction market Polymarket has announced the launch of a user referral program and has started charging trading fees to incentivize liquidity providers.
- Why it’s important: Prediction markets are considered a key “real-world” data source and economic incentive layer for validating the accuracy of AI prediction models and AI Agents. Improving their mechanisms helps to enhance the baseline quality of AI predictions.
- Discussion summary: Discussions focus on the potential negative impact of the fees on trading activity and whether this move is a prelude to a future token airdrop and the protocol’s decentralization.
Topic 4: Malicious LiteLLM Packages Steal Credentials in Supply Chain Attack Link to heading
- Category: AI · News
- Overview: Trending Time: 10 hours ago, Related Posts: 13000
- What happened: Malicious actors published counterfeit LiteLLM extension packages on repositories like PyPI, stealing developers’ API keys and sensitive credentials through a supply chain attack.
- Why it’s important: LiteLLM is a crucial middleware for connecting to various large language models. Attacks of this nature directly threaten the core asset security of AI developers and highlight the vulnerability of the AI software supply chain.
- Discussion Overview: The discussion focuses on the lack of auditing in the AI open-source ecosystem, the prevention of typosquatting attacks, and the neglect of security checks on third-party libraries by developers in their pursuit of efficiency.
Topic 5: OpenAI Shuts Down Sora Video App Months After Launch Link to heading
- Category: AI · News
- Overview: Trending Time: 3 hours ago, Related Posts: 179,000
- What it is: OpenAI announced the shutdown of its Sora video application just six months after its launch, redirecting resources to focus on core AI research and development and enterprise-level tools.
- Why it matters: This move highlights the dual challenges of high computational costs and copyright legal risks that generative video technology faces in commercialization, marking a strategic retreat by top AI companies from social applications to underlying infrastructure.
- Discussion Overview: Discussions on X are centered on the true reasons for Sora’s shutdown (whether it’s technical bottlenecks or copyright pressure), OpenAI’s strategic adjustments in the face of competitor pressure, and whether the AI video sector has entered a phase of bubble bursting.
Topic 6: GitHub Quickly Fixes Widespread Service Outage Link to heading
- Category: AI · News
- Overview: Trending Time: , Related Posts: 123
- What it is: GitHub experienced a large-scale service outage, making it inaccessible to developers worldwide. Officials have now completed a rapid fix and restored service.
- Why it matters: GitHub is a core infrastructure for AI R&D, hosting the vast majority of open-source models, datasets, and collaborative code. Its downtime directly impacts the development progress and automated workflows of AI projects globally.
- Discussion Overview: Discussions on social media focused on the high efficiency of GitHub’s fix, while also raising concerns among developers about over-reliance on centralized platforms and the failure of AI programming tools like GitHub Copilot during network outages.
Topic 7: Anthropic’s Claude Gains Direct Mac Control in New Feature Link to heading
- Category: AI · News
- Overview: Trending Time: 1 day ago, Related Posts: 119,000
- What it is: Anthropic has launched a “Computer Use” feature for its Claude desktop application, enabling it to directly control and operate the macOS system and third-party applications.
- Why it matters: This marks the evolution of AI assistants from simple text interaction to “action agents” capable of cross-application execution, a significant milestone in achieving on-device AI automation.
- Discussion Overview: Community discussions are focused on the significant improvement this feature brings to workflow efficiency, while also sparking debates about system permission security, privacy protection, and competition with Apple’s native AI features.
Topic 8: Zhang Xuefeng, China’s Candid Education Guide, Dies at 41 from Cardiac Arrest Link to heading
- Category: AI · News
- Overview: Trending Time: 6 hours ago, Related Posts: 115
- What it is: Zhang Xuefeng, a renowned Chinese education consultant and graduate school entrance exam coach, unfortunately passed away from cardiac arrest at the age of 41.
- Why it matters: Zhang Xuefeng was highly influential in the field of educational planning. His pragmatic views on choosing majors (especially in technology fields like AI and computer science) profoundly impacted the career paths of China’s younger generation and the digital communication of the education consulting industry.
- Discussion Overview: The discussion focuses on the shock and grief over his untimely death, while also prompting widespread public reflection on high-intensity work pressure, workplace health, and the candid educational philosophies he advocated for during his lifetime.
Summary of AI Public Opinion on X Today Link to heading
Today’s main narrative focuses on the deep transformation of AI from a simple conversational assistant to an “Agent” with cross-application, autonomous execution capabilities. The auto-programming and computer control features introduced by Claude are seen as a key milestone in reshaping global productivity. The industry has reached a consensus on the immense potential of AI agents to enhance development and office efficiency. However, there are significant disagreements on the commercialization path for generative video, with the shutdown of the Sora application prompting collective reflection on high computational costs, copyright bottlenecks, and a potential industry bubble. Potential risks are concentrated in the vulnerability of the AI software supply chain and the over-centralization of infrastructure. The LiteLLM malicious package attack and the GitHub service outage have both exposed the underlying security and system stability crises that developers overlook in their pursuit of efficiency. Furthermore, geopolitical threats to the energy chain and the unexpected passing of a famous education consultant have led public opinion, amidst the technological fervor, to begin examining the stability of the external environment for AI development and the health issues of practitioners under high-intensity competition.
3. Influencer Insights Link to heading
Hello! I am your AI industry analyst. Based on the tweet content from AI leaders on the X platform over the past 24 hours, I have compiled today’s in-depth AI industry briefing for you.
1. Today’s Hot Trends and Product Dynamics Link to heading
The “Total Agent-ization” of the Claude Ecosystem (Agentic Era) Link to heading
Today’s core hot topic revolves around Claude Code and OpenClaw (Lobster).
- Computer Use 2.0 and Auto Mode: Anthropic launched Claude’s “computer control” feature, allowing AI to directly take over the mouse, keyboard, and screen. @Gorden_Sun demonstrated having Claude automatically open WeChat, summarize messages in specific group chats, and reply. Concurrently, Claude Code introduced auto mode, which uses a classifier to autonomously decide whether to perform high-risk operations, reducing frequent manual authorizations (@dotey).
- OpenClaw Ecosystem Boom: As a bridge connecting large models with domestic IM (WeChat, Feishu), OpenClaw is rapidly platforming. @op7418 mentioned that OpenClaw 3.23 refactored the plugin system and is compatible with Cursor and Claude plugins. WeChat officials also appear to be rapidly following suit, conducting grayscale tests for an entry point connecting to OpenClaw (@zhixianio, @op7418).
- CLI Becomes the “New Entry Point” in the AI Era: @lijigang proposed a profound conjecture: if QR codes are the entry point to the mobile internet, then CLI (Command Line Interface) is the entry point to the AI world, opening a convenient door for Agents.
OpenAI’s Strategic Retraction: The “End” of Sora as a Standalone Product Link to heading
- Sora Discontinues Standalone App/API: @dotey deeply analyzed the news of OpenAI discontinuing Sora as a standalone product. This marks OpenAI’s shift from “multi-front warfare” to “core focus,” planning to develop a “super app” integrating ChatGPT, programming tools, and a browser. This is seen as a defensive reaction to Anthropic’s rise, embodying “less is more” by cutting costly and low-stickiness “side quests.”
Evolution of Vision and Multimodal Models Link to heading
- Luma Uni-1 Released: Luma launched Uni-1, an image model with reasoning capabilities, supporting Chinese, spatial relationship understanding, and complex meme generation. @op7418 evaluated its capabilities as second only to the Nano Banana series, and its price is more competitive.
- World Models and Physical Understanding: Meta released the V-JEPA paper, allowing models to learn physical laws by observing videos. @vista8 pointed out that this model significantly outperforms Gemini 1.5 Pro in physical common sense tests, demonstrating that AI can understand the world through “observation and prediction” rather than “hardcoding.”
2. Unique Perspectives and Industry Foresight Link to heading
- Test Cases Are the New “Moat”: @ruanyf believes that as AI can replicate large software like Next.js at extremely low costs (e.g., $1100), code itself is no longer a moat. The core asset of the future will be test cases, as they are the only standard for verifying the correctness of AI-generated content.
- Product Manager Transformation in the AI Era: @Gorden_Sun proposed that product managers in the AI era should follow the logic of “Demo First, PRD Later.” With the plummeting development costs, the boundaries between PMs, designers, and developers will blur, with the focus on rapidly experimenting with functionalities that “AI might not be able to do.”
- The “Lingering Decline” Paradox of Software Stocks: @ruanyf observed the phenomenon of soaring AI stocks and lingering declines in software stocks, pondering whether AI is restructuring the value distribution of software, and possibly even leading to the demise of traditional independent software.
- Supply Chain Security Warning: @dotey and @vista8 highlighted Karpathy’s warning about the litellm library poisoning incident. This was a typical supply chain attack, reminding developers of the significant security risks that excessive reliance on external libraries (Dependencies) can bring during rapid AI iteration.
3. Recommended Tools and Resources Link to heading
Agent Enhancement and Navigation Link to heading
- Claw123 (Lobster Navigation): A one-stop resource hub focused on the OpenClaw ecosystem, covering all information from cloud deployment to the skill market (@Pluvio9yte).
- Claude-HUD: A “head-up display” tool designed for Claude Code, which can monitor context usage, MCP status, and task progress in real-time (@vista8).
- OpenCLI: Compared to Playwright MCP, it can seamlessly take over the user’s existing Chrome browser, retaining login status (@vista8).
Development and Efficiency Tools Link to heading
- XCrawl: A web crawling tool integrated into OpenClaw, suitable for overseas webmasters to perform SEO automation and competitor analysis (@AI_Jasonyu).
- ProofShot: Allows AI Agents to record videos proving successful code execution after completing tasks, addressing trust issues related to “white screens” or “errors” (@vista8).
- Logics-Parsing V2: Alibaba’s open-source OCR model, supporting the parsing of sheet music, flowcharts, and complex code (@vista8).
- TypeNo: A minimalist, open-source voice input method for macOS (@vista8).
Learning Resources Link to heading
- baoyu-skills: An open-source Agent skill library by @dotey, with over 10K Stars, containing a large number of practical automation workflows.
- Li Jigang’s Skill Repository: Contains multiple mature Prompt skills for paper interpretation, travel guides, roundtable discussions, and more (@lijigang).
- AI 101 Course: OKX’s official AI trading course for beginners (@Pluvio9yte).
Analyst’s Note: The past 24 hours show AI rapidly evolving from “dialogue box” to “operating system-level agent.” Developers should pay close attention to CLI skillification and supply chain security. Meanwhile, OpenAI’s strategic adjustments herald the second half of the industry’s “application grand integration.”
Note: This briefing is compiled based on public information from the X platform. Some tweets mention dates (2026) that may be future perspectives or system simulation dates set by bloggers; please refer to the actual pace of technological evolution.
IV. Watch List Update Summary Link to heading
Time Window: Last 7 days; covering 16 sources; total 22 updates
a16z Podcast (A_full) Link to heading
Patrick Collison on Stripe’s Early Choices, Smalltalk, and What Comes After Coding
- Published: 2026-03-24 18:00 Beijing Time
- Summary: - Michael Truell, CEO of Cursor, sits down with Patrick Collison, CEO of Stripe and an investor in Anysphere, to talk about Collison’s history with Smalltalk and Lisp, Stripe’s MongoDB and Ruby decisions that still hold up 15 years later, why he would have spent more time on API design if he could do it again, and whether AI is actually showing up in economic productivity numbers.
- This episode originally aired on Cursor’s podcast.
- Follow Patrick Collison on X: Follow Michael Truell on X: Follow Cursor: See everything a16z is doing with AI, including articles, projects, and more podcasts here.
- Please note that the content provided here is for informational purposes only; it should not be considered legal, business, tax, or investment advice or used to evaluate any investment or security; and it is not intended for any investor or potential investor of any a16z fund.
- a16z and its affiliates may maintain investments in the companies discussed.
- EN Highlights:
- Michael Truell, CEO of Cursor, sits down with Patrick Collison, CEO of Stripe and an investor in Anysphere, to talk about Collison’s history with Smalltalk a…
- This episode originally aired on Cursor’s podcast.
- Follow Patrick Collison on X: https://twitter.com/patrickc
- Follow Michael Truell on X: https://twitter.com/mntruell
OpenClaw: Why the Internet Isn’t Built for AI Agents
- Published: 2026-03-19 18:00 Beijing Time
- Summary: - Yoko Li, Guido Appenzeller, and Joel de la Garza discuss OpenClaw, an open-source personal AI assistant that forces a rethink of how identity, permissions, and security work on the internet.
- They cover why setting up Gmail integration takes 7 hours, what happens when an agent asks for domain-wide access to every email in a company, and why consumer sites like DoorDash and Amazon aren’t incentivized to make their services agent-friendly.
- Resources: Follow Yoko Li on X: Follow Guido Appenzeller on X: Follow Joel de la Garza on LinkedIn: See everything a16z is doing with AI, including articles, projects, and more podcasts here.
Please note that the content here is for informational purposes only; it should not be taken as legal, business, tax, or investment advice, or used to evaluate any investment or security, and is not directed at any investors or potential investors in any a16z fund.
a16z and its affiliates may maintain investments in the companies discussed.
EN Highlights:
- Yoko Li, Guido Appenzeller, and Joel de la Garza discuss OpenClaw, the open source personal AI assistant that’s forcing a rethink of how identity, permission…
- They cover why setting up Gmail integration took seven hours, what happens when an agent asks for domain-wide access to every email in your company, and why con…
- Resources:
- Follow Yoko Li on X: https://twitter.com/stuffyokodraws
Y Combinator Podcast (B_intro+search) Link to heading
- Inside The Startup Reinventing America’s Trillion Dollar Chemical Industry
- Publication Time: 2026-03-20 23:00 Beijing Time
- Abstract: - You may have already heard of OpenClaw (formerly known as Clawdbot/Moltbot).
- The sensational open-source AI assistant can run on your own device, connect with the messaging apps you already use, and go beyond chat to actually perform tasks like managing emails, calendars, files, workflows, and more.
- Now, meet the people behind it.
- YC’s Raphael Schaad sits down with OpenClaw founder Peter Steinberger to discuss the “aha” moment behind the viral personal AI agent, why local-first agents could replace many of today’s apps, and how personal agents will reshape the future of software.
- EN Highlights:
- Solugen is reinventing the trillion-dollar chemical manufacturing industry by combining biology and chemistry in a new way
- In this episode of Hard Tech, YC’s Jared Friedman visits co-founders Gaurab Chakrabarti and Sean Hunt at their Houston HQ to see how they went from a $7,000 PVC…
- They cover the breakthrough behind their enzymatic + catalytic production, how they found their first customers, and why starting small and staying close to cus…
All-In Podcast (A_full) Link to heading
Four CEOs on the Future of AI: CoreWeave, Perplexity, Mistral, and IREN
- Publication Time: 2026-03-24 02:07 Beijing Time
- Abstract: - (0:00) Intro live from Nvidia GTC (0:37) CoreWeave CEO Michael Intrator (32:58) Perplexity CEO Aravind Srinivas (1:07:11) Mistral CEO….
- It all happened at the NYSE - Follow the besties:.
- This piece from the All-In Podcast explains how four CEOs: CoreWeave, Perplexity, Mistral, and IREN are shaping the broader AI and infrastructure landscape.
- EN Highlights:
- (0:00) Intro live from Nvidia GTC (0:37) CoreWeave CEO, Michael Intrator (32:58) Perplexity CEO, Aravind Srinivas (1:07:11) Mistral CEO,…
- It all happens at the NYSE - https://nyse.com Follow the besties: https://x.com/ch…
How Matt Mahan Thinks He Can Save California
- Publication Time: 2026-03-23 09:03 Beijing Time
- Abstract: - (0:00) Matt Mahan: Why he’s running for governor (1:51) How California went from bad to worse (12:05) Public sector….
- lang=en">.
- lang=en <a href=".
- EN Highlights:
- (0:00) Matt Mahan: Why He’s Running for Governor (1:51) How California Went From Bad to Worse (12:05) Public Sect…
- lang=en">https://x.com/MattMahanSJ
- lang=en https://www.instagram.com/mattmahansj/ <a href=“https://www.tiktok.com/ @mattm…
- Publication Time: 2026-03-20 04:42 Beijing Time
- Abstract: - (0:00) Jensen Huang joins the show.
- (0:26) Acquiring Groq and the inference explosion (8:53) Decision making at the world’s most valuable company (10:47) Physical AI’s $50T….
- This article from the All-In Podcast explains how Jensen Huang LIVE: Nvidia’s Future, Physical AI, Rise of the Agent, Inference Explosion, AI PR Crisis is shaping the broader AI and infrastructure landscape.
- EN Highlights:
- (0:00) Jensen Huang joins the show
- (0:26) Acquiring Groq and the inference explosion (8:53) Decision making at the world’s most valuable company (10:47) Physical AI’s $50T m…
Lenny’s Podcast (A_full) Link to heading
State of the product job market in early 2026
- Publication Time: 2026-03-24 20:45 Beijing Time
- Abstract: - Every week, I answer reader questions about building product, driving growth, and accelerating your career.
- Welcome to our biennial State of the Product Job Market—our fourth, and surprisingly, most optimistic one yet.
In spite of the headlines about layoffs and AI taking jobs, we’re actually seeing a lot of promising signs in tech hiring, and some interesting new trends: - PM openings are at the highest levels we’ve seen in over three years - AI hasn’t slowed the demand for software engineers (at least not yet) - AI roles in general are absolutely exploding - Design roles have plateaued - The Bay Area is increasing in importance - Remote work opportunities continue to decline - Despite ongoing layoffs, the overall number of tech jobs continues. Although these numbers are promising, I know many people are currently struggling to find jobs.
- More job openings do not mean people can find jobs faster.
- To anyone experiencing this, first, I am sorry.
- EN Key points:
- 👋 Hey there, I’m Lenny
- Each week, I answer reader questions about building product, driving growth, and accelerating your career
- For more: Lenny’s Podcast | Lennybot | <a href=“https://www…
- via=lenny”>public speaking course , and interview prep copilot <a class…
State of the product job market in early 2026
- Release Date: 2026-03-24 17:02 Beijing Time
- Summary: - <a class=“image-link image2 is-viewable-img” href=”.
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- Today’s episode is our fourth biannual update on the tech job market (the most optimistic yet) and breaks down seven key trends shaping the job landscape….
- EN Key points:
- <a class=“image-link image2 is-viewable-img” href=“https://substackcdn.com/image/fetch/$s_
- ,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7fd46e1f-918c-491c-a014-9a564084d36f_3016x3016.p…
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Today’s episode is our fourth biannual update on the tech job market (the most optimistic yet) and breaks down seven key trends shaping the job landscape…
🎙️ This week on How I AI: How Microsoft’s AI VP automates everything with Warp
- Posted: 2026-03-23 23:02 Beijing Time
- Abstract: - How Microsoft’s AI VP automates everything with Warp | Marco Casalaina Brought to you by: - Rovo —AI that knows your business - Lovable —Build apps by simply chatting with AI Marco Casalaina , VP of Core AI Products at Microsoft, walks through how he uses Warp, Microsoft 365 Copilot, and ChatGPT to spin up lightweight “micro-agents” on the fly that handle everything from Azure admin to document scanning to video compression.
- Listen now on YouTube • Spotify • Apple Podcasts Biggest takeaways: - Automation frees you to focus on higher-value activities.
- As Marco says: “While these agents are doing what I need them to do, I’m doing other things.” When scanning his daughter’s homework, he was able to help her with math problems instead of wrestling with the scanning software.
- Hardware automation is an underappreciated AI use case.
- Marco demonstrates how Warp can control his scanner through NAPS2, a CLI tool for scanners.
- EN Highlights:
- <a class=“image-link image2” href=“https://substackcdn.com/image/fetch/$s_
- ,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432a9a_2329x551.pn…
- ,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F361d81ef-7faf-4d8e-8028-5d5e03432…
- ,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3d3e328b-a17a-4acf-b36b-49acc28915f1_1600x156.pn…
How Microsoft’s AI VP automates everything with Warp | Marco Casalaina
- Posted: 2026-03-23 20:01 Beijing Time
Summary: - Marco Casalaina, VP of Core AI Products and AI Futurist at Microsoft, demonstrates how to use AI tools to automate administrative tasks that would normally consume valuable time.
Instead of using Warp as a coding assistant (its primary marketed purpose), Marco leverages it to manage Azure resources, scan documents, compress videos, and more.
He shows how these “micro-agents” can reduce friction in everyday workflows, allowing him to focus on higher-value activities.
Marco also demonstrates how Microsoft 365 Copilot and ChatGPT can create triggered workflows that respond to emails or check for information on a schedule, highlighting how the boundary between consuming and building AI agents is becoming blurred.
Listen or watch on YouTube, Spotify, or Apple Podcasts. What you will learn: - How to use Warp to manage Azure resources and assign permissions without navigating complex web interfaces - Techniques for automatically scanning and processing documents directly from the terminal - Methods for analyzing and compressing video files using AI-generated FFmpeg commands - How to create simple rules that significantly improve AI performance for specialized tasks - Ways to build triggered workflows in Microsoft 365 Copilot that automatically reply to emails - How to configure ChatGPT to perform scheduled tasks, such as checking for new content - Strategies for creating consistent AI interactions using AutoHotkey shortcuts Provided by: Rovo — The AI that understands your business Lovely — Build applications by simply chatting with an AI In this episode, we will cover: ( 00:00 ) Introduction to Marco Casalaina ( 02:14 ) Why Marco chose Warp for administrative tasks ( 03:57 ) Demo: Using Warp to manage Azure resources and permissions (06:00) How CLI tools can eliminate GUI friction for complex tasks (07:18) Creating rules to improve AI performance on specialized tasks (10:28) Demo: Document scanning automation (13:00) Using Python to automate merging odd and even pages (15:04) The value of ad-hoc AI solutions
- EN Highlights:
- Marco Casalaina , VP of Core AI Products and AI Fu…
- Rather than using Warp as a coding assistant (its primary marketed purpose), Marco leverages it to manage Azure resources, scan documents, compress videos, and…
- He shows how these “micro-agents” can reduce friction in everyday workflows, allowing him to focus on higher-value activities
- Marco also demonstrates how Microsoft 365 Copilot and ChatGPT can create triggered workflows that respond to emails or check for information on a schedule, high…
- EN Highlights:
- Published: 2026-03-22 20:31 Beijing Time
- Summary: - Jessica Fain is a product lead at Webflow and the former Chief of Staff to the Chief Product Officer at Slack, where she worked with April Underwood and many past podcast guests including Stewart Butterfield, Annie Pearl, Tamar Yehoshua and Noah Weiss.
- She has spent her career learning how executives actually make decisions and why most people completely misunderstand the process.
- Why executive calendars are “like strobe lights” and why the first 30 seconds of a meeting matter so much 3.
- Why executives are usually optimizing for the global maximum, while you are often locally optimizing 4.
When a leader says something that seems wrong, the best question Jessica uses is: “That’s so interesting.”
- EN Key Points:
- Jessica Fain is a product leader at Webflow and former Chief of Staff to the CPO at Slack, where she worked alongside April Underwood and ma…
- She’s spent her career learning how executives actually make decisions—and why most people completely misunderstand the process.
- EN Key Points:
We discuss… - Why great ideas often don’t get buy-in 2 - Why executive calendars are “like strobe lights” and why the first 30 seconds of a meeting matter so much 3
- 🧠 Community Wisdom: Beating the solo-founder procrastination trap, best tools for B2B prospecting, finding your first real users pre-launch, and more
- Published: 2026-03-22 01:19 Beijing Time
- Summary: - 👋 Hello, and welcome to this week’s ✨ Community Wisdom ✨ a subscriber-only email, sent every…
- ,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.p….
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- EN Key Points:
- 👋 Hello and welcome to this week’s edition of ✨ Community Wisdom ✨ a subscriber-only email, delivered every…
- ,f_auto,q_auto:good,fl_progressive:steep/https…
- ,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https…
Stratechery by Ben Thompson (A_full) Link to heading
- Published: 2026-03-23 18:00 Beijing Time
- Summary: - Stratechery’s spring break is a bit confusing, as my usual week off will be spread out:.
- There will be no update on Thursday, March 19.
- There will be no updates on Monday and Tuesday, March 23-24; there will be updates and interviews on Wednesday and Thursday, March 25-26.
- There will be no update on Monday, March 30.
- All other Stratechery Plus content, including my podcast, will proceed as scheduled.
- EN Key Points:
Stratechery is on a bit of a disjointed Spring Break, as my usual week off will be spread out:
- There will be no Update on Thursday, March 19
- There will be no Update on Monday and Tuesday, March 23–24; there will be an Update and Interview on Wednesday and Thursday, March 25–26
2026.12: Please Listen to My Podcast
- Publication Time: 2026-03-21 01:00 Beijing Time
- Summary: - (Photo by Benjamin Fanjoy/Getty Images).
- Welcome back to This Week in Stratechery!
- As a reminder, each week, every Friday, we’re sending out this overview of content in the Stratechery bundle; highlighted links are free for everyone.
- Additionally, you have complete control over the content we send you.
- On that note, here were a few of our favorites this week.
- EN Highlights:
- <img alt=”” class=“wp-image-18592” height=“1133” src=“https://i0.wp.com/stratechery.com/wp-content/uploads/2…
- resize=1700%2C1133&ssl=1” width=“1700” /> (Photo by Benjamin Fanjoy/Getty Images)
- Welcome back to This Week in Stratechery
- As a reminder, each week, every Friday, we’re sending out this overview of content in the Stratechery bundle; hig…
OpenAI Blog (A_full) Link to heading
Helping developers build safer AI experiences for teens
- Publication Time: 2026-03-24 19:00 Beijing Time
- Summary: - We release open-weight models to democratize powerful AI and support broad innovation.
- At the same time, we believe safety and innovation go hand in hand, and that developers should have access to capable models as well as the tools and policies to deploy them safely and responsibly.
- We recognize that teens and adults have different needs, and teens require additional protection.
- These policies are designed to help developers account for those differences and build experiences that are both empowering and appropriate for younger users.
- Today’s release builds on that foundation.
- EN Highlights:
- OpenAI releases prompt-based teen safety policies for developers using gpt-oss-safeguard, helping moderate age-specific risks in AI systems.
Release Time: 2026-03-24 17:00 Beijing Time
- Summary: - Today, we’re sharing how the Foundation is starting to put that support to work.
- Our mission is to ensure artificial general intelligence benefits all of humanity.
- This is a multifaceted effort.
- AI is already changing how people work, learn, and access care.
- It has the potential to bring extraordinary benefits—faster medical breakthroughs, accelerated scientific discovery, more personalized healthcare and education services, new tools for creativity and invention, higher productivity and economic growth, improved public services like transportation, and much more.
- EN Key Points:
- The OpenAI Foundation announces plans to invest at least $1 billion in curing diseases, economic opportunity, AI resilience, and community programs.
- Summary: - Today, we’re sharing how the Foundation is starting to put that support to work.
Powering product discovery in ChatGPT
- Release Time: 2026-03-24 17:00 Beijing Time
- Summary: - ChatGPT introduces richer, visually immersive shopping powered by the Agentic Commerce Protocol, enabling product discovery, side-by-side comparisons, and merch….
- This piece from OpenAI Blog explains how Powering product discovery in ChatGPT shapes the broader AI and infrastructure landscape.
- It also surfaces practical implications for founders, operators, and investors following Powering product discovery in ChatGPT.
- EN Key Points:
- ChatGPT introduces richer, visually immersive shopping powered by the Agentic Commerce Protocol, enabling product discovery, side-by-side comparisons, and merch…
- Release Time: 2026-03-23 08:00 Beijing Time
- Summary: - To address the novel safety challenges posed by state-of-the-art video models and new social creation platforms, we have built Sora 2 and the Sora application with safety as the foundation.
- Our approach is anchored in concrete protections.
- To address the novel safety challenges posed by state-of-the-art video models and new social creation platforms, we have built Sora 2 and the Sora application… Our approach is anchored in concrete protections.
- EN Key Points:
- To address the novel safety challenges posed by a state-of-the-art video model as well as a new social creation platform, we’ve built Sora 2 and the Sora app wi…
- Our approach is anchored in concrete protections.
How we monitor internal coding agents for misalignment
- Release Time: 2026-03-19 18:00 Beijing Time
Summary: How OpenAI uses chain-of-thought monitoring to study misalignment in internal coding agents—analyzing real-world deployments to detect risks and strengthen AI s….
- This piece from OpenAI Blog explains how How we monitor internal coding agents for misalignment shapes the broader AI and infrastructure landscape.
- It also surfaces practical implications for founders, operators, and investors following How we monitor internal coding agents for misalignment.
- EN Key Points:
- How OpenAI uses chain-of-thought monitoring to study misalignment in internal coding agents—analyzing real-world deployments to detect risks and strengthen AI s…
- Publication Time: 2026-03-19 08:00 Beijing Time
- Summary: Accelerates Codex growth to power the next generation of Python developer tools.
- This piece from OpenAI Blog explains how OpenAI to acquire Astral shapes the broader AI and infrastructure landscape.
- It also surfaces practical implications for founders, operators, and investors following OpenAI to acquire Astral.
- EN Key Points:
- Accelerates Codex growth to power the next generation of Python developer tools
Two Minute Papers (B_intro+search) Link to heading
- DeepSeek Just Fixed One Of The Biggest Problems With AI
- Publication Time: 2026-03-24 23:17 Beijing Time
- Summary: - ❤️ Check out Lambda here and sign up for their GPU Cloud: .
- 📝 The #DeepSeek paper is available here: .
- EN Key Points:
- ❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambda.ai/papers
- 📝 The #DeepSeek paper is available here:
- https://github.com/deepseek-ai/Engram
- https://arxiv.org/abs/2601.07372
Lex Fridman (B_intro+search) Link to heading
- Jensen Huang: NVIDIA - The $4 Trillion Company & the AI Revolution | Lex Fridman Podcast #494
- Publication Time: 2026-03-24 00:24 Beijing Time
- Summary: - - Below is a conversation.
- NVIDIA CEO, one of the most. –Important and influential.
- NVIDIA is the engine power.
- EN Key Points:
- Jensen Huang is the co-founder and CEO of NVIDIA, the world’s most valuable company and the engine powering the AI computing revolution
- Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/ep494-sb
- See below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc
- Transcript: