System translated (Gemini)

AI Daily | WeChat Grey-Tests OpenClaw Plugin, Native Long-Term Memory Technology MSA Gains Attention Link to heading

Today, the AI industry’s focus shifts from model competition to ecosystem integration and long-term memory breakthroughs. WeChat’s grey-testing of the OpenClaw plugin signals the official entry of Agents into mainstream social scenarios. On the technology front, Chen Tianqiao’s team’s MSA technology achieves native ultra-long memory, challenging traditional RAG solutions. Industry views suggest that as AI lowers development barriers, the ability to define problems and create test cases is becoming a new industry moat.

I. Today’s Highlights Review Link to heading

  • Watch List: “The art of influence: The single most important skill that AI can’t replace | Jessica Fain (Webflow, ex-Slack)” from Lenny’s Podcast is worth prioritizing. Main content: - Jessica Fain is the Head of Product at Webflow and former Chief of Staff to the CPO at Slack, she discusses with April Underwood and includes Stewart Butterfield, Annie Pearl, Tamar Yehos….
  • Watch List: A total of 20 key updates were captured in the last 7 days; you can choose sources (podcast/Newsletter/video) to read in depth according to your needs.
  • X Hot Topic: The topic “Trump Issues 48-Hour Ultimatum to Iran Over Strait of Hormuz” has high popularity (approx. 1,400,000 related posts) and can serve as an entry point to understand global AI public opinion and views.

II. X Platform AI Hot Topics (based on bird) Link to heading

Topic 1: Trump Issues 48-Hour Ultimatum to Iran Over Strait of Hormuz Link to heading

  • Category: AI · News
  • Overview: Hot for: 2 days ago, Number of related posts: 1,400,000
  • What happened: Trump issued a 48-hour ultimatum to Iran, demanding the complete opening of the Strait of Hormuz, or face severe military consequences including strikes on its power facilities.
  • Why it’s important: The strait carries approximately 21% of global oil trade; instability in the situation leading to soaring energy prices will directly push up operating costs for AI data centers and could impact the production and logistics of AI hardware through global supply chain fluctuations.
  • Discussion overview: The discussion focuses on the potential impact of military escalation on global energy markets, the hardline shift in U.S. foreign policy, and the importance of using AI for real-time intelligence analysis in the context of information warfare.

Topic 2: Y Combinator W26 Alumni Demo Day Showcases AI Startups in San Francisco Link to heading

  • Category: AI · News
  • Overview: Hot for: 2 hours ago, Number of related posts: 112
  • What happened: Y Combinator held its Alumni Demo Day in San Francisco, showcasing a series of emerging AI startups founded by its alumni.
  • Why it’s important: As a top global startup accelerator, YC’s selected projects often forecast the latest technological trends in AI application layers and infrastructure, as well as the flow of venture capital.
  • Discussion overview: Social platform discussions focus on the commercialization paths of AI applications, the potential of large vertical domain models, and how startups find differentiated survival space amidst competition from tech giants.

Topic 3: CALM Language Model Cuts AI Efficiency Costs by Predicting Text Chunks Link to heading

  • Category: AI · News
  • Overview: Hot for: 2 hours ago, Number of related posts: 315
  • What happened: Researchers introduced the CALM model, which significantly improves the generation efficiency of language models and reduces computational costs by predicting text chunks rather than individual Tokens.
  • Why it’s important: Inference latency and cost are core bottlenecks for the large-scale application of current large models. This technology, by changing the generation paradigm, provides a new path for achieving faster, lower-power AI deployments.
  • Discussion overview: The discussion focuses on the trade-off between prediction accuracy and generation speed, the comparison of this technology with Speculative Decoding, and its potential application on edge devices.

Topic 4: Trump Calls Democrats America’s Greatest Enemy After Declaring Iran Defeated Link to heading

  • Category: AI · Other
  • Overview: Hot for: 20 hours ago, Number of related posts: 164,000
  • What happened: After declaring Iran defeated, Trump publicly called American Democrats “America’s greatest enemy.”
  • Why it’s important: This event highlights the complexity of social media algorithms in handling polarized political rhetoric and has sparked discussions about how AI content distribution mechanisms influence social consensus and information ecosystem security.
  • Discussion Summary: Discussions on X centered on the trend of extreme political rhetoric, the platform’s moderation standards for controversial speech, and the potential negative impact of this internal division on future tech policy and bipartisan cooperation.

Topic 5: Barcelona Squad Honors Ronaldinho with Retro Jerseys in Camp Nou Win Link to heading

  • Category: AI · Other
  • Summary: Trending for: 17 hours ago, Related posts: 96,000
  • What it is: FC Barcelona players wore retro jerseys during a match at Camp Nou to pay tribute to the legendary star Ronaldinho.
  • Why it matters: High-profile cultural events like this are a significant source of real-world data for AI models focused on social media trend analysis, multimodal content generation, and real-time sentiment monitoring.
  • Discussion Summary: Discussions on social media centered on collective nostalgia for Ronaldinho’s career, the design aesthetics of the retro jerseys, and commentary on Barça’s recent on-field performance.

Topic 6: GinJay Dazzle Sold-Out Taipei Fan Meeting Link to heading

  • Category: AI · Other
  • Summary: Trending for: 1 day ago, Related posts: 70,000
  • What it is: Virtual AI creator GinJay’s fan meeting in Taipei sold out completely, demonstrating immense popularity.
  • Why it matters: This event marks a major breakthrough for AI virtual avatars in physical commercialization and the offline fan economy, proving that AI-driven digital humans have strong monetization potential.
  • Discussion Summary: Social media discussions focused on the technical implementation of interactions between AI idols and real people, the impact of virtual artists on the traditional entertainment industry, and the emotional projection of fans onto non-human idols.

AI Public Opinion Summary on X Today Link to heading

Today’s public discourse focused on cost reduction and efficiency improvements from AI technology, its commercial implementation, and its deep entanglement with geopolitics and sociocultural factors. The industry consensus is that AI is accelerating its penetration through innovations in predictive paradigms and deep cultivation in vertical domains. It is also demonstrating strong monetization potential in emerging business models like virtual idols. However, disagreements remain regarding the fine-tuning of technical performance and the differentiation strategies for startups to survive. Potential risks point to two dimensions: first, geopolitical conflicts could trigger energy and supply chain instability, directly threatening the operational costs of AI infrastructure; second, the challenge that politically polarized speech poses to the security of social media algorithms could further fracture social consensus and affect the stability of technology policy.

3. Influencer Insights Link to heading

Hello. I am your AI industry analyst. Over the past 24 hours, the AI community on the X platform has engaged in an intensive discussion about “Agent Implementation” and “Ecosystem Positioning.”

The following is an in-depth summary and industry analysis based on the posts of several key influencers, including @zhixianio, @dotey, @op7418, and @vista8.

1. Today’s Hot Trend: Agents Are “Comprehensively Invading” Mainstream IMs and Workflows Link to heading

The biggest news today is undoubtedly WeChat’s swift follow-up on the OpenClaw protocol and the continued expansion of Claude Code’s official capabilities.

  • WeChat Officially Enters the Agent Ecosystem:
    • WeChat’s official domestic version has started grayscale testing for the OpenClaw plugin. Users can enable the WeChat Clawbot via “Settings - Plugins” and scan a QR code to connect their self-hosted OpenClaw instance.
    • Industry Insight: @zhixianio believes this entry point will “crush” other domestic IMs. However, @vista8 points out that it’s still in the early stages with many bugs, no support for streaming output, and poor Markdown rendering. @Gorden_Sun adds a reminder about the potential privacy and compliance risks, as all messages will pass through Tencent’s servers.
  • The “Remote Control” and “Automation” of Claude Code:
    • Anthropic has released Claude Code Channels, which allows for remote control of local Claude Code sessions via Telegram and Discord.
    • New Feature: Claude Code now supports cloud-based scheduled tasks (Cloud Cron), enabling automatic task execution without needing the local computer to be on, directly competing with Google’s Jules (@Gorden_Sun).
  • Strong Performance of Domestic Models in the Agent Race:
    • Xiaomi’s MiMo-V2 Series: Xiaomi has released a full suite of models, including Pro (Agent/Code), Omni (Multimodal Perception), and TTS (Speech). The MiMo-V2-Pro, in particular, has shown impressive performance in Agent capabilities at just one-fifth the price of Sonnet 4.6 (@op7418).
    • ByteDance’s DeerFlow 2.0: ByteDance has open-sourced an Agent framework based on LangGraph, aiming to provide Agents with full computer control permissions (@Gorden_Sun).

2. Unique Perspectives and Industry Foresight: Rebuilding the “Moat” in the AI Era Link to heading

Experts are delving into the shift in technical moats, management models, and individual value as AI becomes widespread.

  • Testing is the new moat: @ruanyf suggests that when AI can replicate large software like Next.js at a very low cost (e.g., $1100), the code itself is no longer the moat. “Test cases” will become the key to preventing replication.
  • Hiring and Management in the AI Era:
    • @ruanyf wonders: If all code is written by AI, how will we interview programmers in the future?
    • @dotey believes that the AI era doesn’t need traditional “middle-layer” managers, but rather architect-type managers who are skilled at “defining problems” and “managing talent (i.e., managing Agents).”
  • Breakthrough in Native Super-Long Memory (MSA): @zhixianio and @Pluvio9yte are both focusing on the MSA (Memory Sparse Attention) technology from Chrissy Chen’s team (EverMind). It gives models native ultra-long memory, rather than relying on external RAG. In tests, a small 4B model outperformed a 235B model + RAG combination in long-text Q&A.
  • Organizational Change from Vibe Coding: @gefei55 offers a profound lesson: internal efficiency tools shouldn’t be built by programmers uninvolved in the business. Instead, business personnel should develop them using Vibe Coding, as they are the only ones who truly understand the pain points in the workflow.
  • Token Economics: @lijigang predicts “Token Economics” will become a prominent field. As Wright’s Law comes into play, the Token price for general intelligence will drop exponentially, while the price for SOTA (State-of-the-Art) intelligence will likely remain firm.

3. Recommended Tools & Resources Link to heading

Experts shared a wealth of practical Skills and efficiency-boosting tools today:

Agent Skills Link to heading

  • baoyu-youtube-transcript ( @dotey): Fetches YouTube subtitles directly without an API key, supporting smart sentence splitting, speaker identification, and chapter segmentation.
  • baoyu-skills ( @dotey): Includes multiple practical skills like automatic image generation and has already garnered 10K+ Stars.
  • infocard-skills ( @vista8): Automatically creates information cards in various aspect ratios.
  • lennys-podcast-newsletter ( @vista8): Converts 640 documents from top Silicon Valley PM Lenny into a conversational Skill, serving as a top-tier product advisor.
  • markdown-proxy ( @vista8): Converts any webpage (including X, WeChat, and Feishu) into clean Markdown.

Development & Multimedia Tools Link to heading

  • LibTV ( @op7418): An AI video creation platform from LibLib that enables Agents to automate the production of videos, images, and scripts through an API.
  • gstack ( @Gorden_Sun): An open-source toolset by the CEO of YC that transforms Claude Code into a complete development team with defined roles (Think/Plan/Build/Review).
  • Browser Use CLI 2.0 ( @Gorden_Sun): A browser automation tool that doubles the speed and halves the cost.
  • Stitch ( @Gorden_Sun): Google’s updated AI design tool, which supports voice input and defining specifications via a DESIGN.md file.

Environment & Security Link to heading

  • AdsPower & EqualCDN ( @AI_Jasonyu / @Pluvio9yte): To combat the strict wave of bans from Claude, the recommended anti-ban setup is a combination of a fingerprint browser and a static residential IP.
  • Claude Code System Prompts ( @dotey): A website that archives all historical system prompts for Claude Code.

Analyst’s Summary: The past 24 hours indicate a shift in the AI industry from a “model race” to an “interface race.” WeChat’s support for OpenClaw signals the official entry of Agents into mainstream social platforms. For developers, the core competency is no longer coding itself, but rather the ability to create high-quality Skills and integrate them into complex business workflows.

IV. Watch List Update Summary Link to heading

Timeframe: Last 7 days; 16 sources covered; 20 updates in total

a16z Podcast （A_full） Link to heading

  • OpenClaw: Why the Internet Isn’t Built for AI Agents

  • Release Time: 2026-03-19 18:00 Beijing Time

    • Abstract: - Yoko Li, Guido Appenzeller, and Joel de la Garza discuss OpenClaw, an open-source personal AI assistant that is forcing a rethink of how identity, permissions, and security work on the internet.
      • They cover why setting up Gmail integration took 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 motivated 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 here, including articles, projects, and more podcasts.
      • Please note that the content here is for informational purposes only; it should not be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and it 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

  • What’s Missing Between LLMs and AGI - Vishal Misra & Martin Casado

    • Release Time: 2026-03-17 19:05 Beijing Time
    • Abstract: - Vishal Misra returns to explain his latest research on how LLMs actually work under the hood.
      • He demonstrates through experiments that transformers update their predictions in a precise, mathematically predictable way when processing new information, explains why this still doesn’t mean they are conscious, and describes the actual requirements for AGI: the ability to continue learning after training and a shift from pattern matching to understanding causality.
      • Resources: Follow Vishal Misra on X: Follow Martin Casado on X: See everything a16z is doing with AI here, including articles, projects, and more podcasts.
      • Please note that the content here is for informational purposes only; it should not be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and it 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:
      • Vishal Misra returns to explain his latest research on how LLMs actually work under the hood
      • He walks through experiments showing that transformers update their predictions in a precise, mathematically predictable way as they process new information, ex…
      • Resources:
      • Follow Vishal Misra on X: https://x.com/vishalmisra

Y Combinator Podcast (B_intro+search) Link to heading

  • Inside The Startup Reinventing America’s Trillion Dollar Chemical Industry
    • Release Time: 2026-03-20 23:00 Beijing Time
  • Summary:
    • You’ve probably already heard all about OpenClaw (formerly Clawdbot/Moltbot).
    • The viral sensation is an open-source AI assistant that runs on your own device, connects with messaging apps you already use, and goes beyond chat to actually execute tasks like managing your email, calendars, files, workflows, and more.
    • Now meet the man 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 can replace many of today’s applications, 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

  • Jensen Huang LIVE: Nvidia’s Future, Physical AI, Rise of the Agent, Inference Explosion, AI PR Crisis

    • Published: 2026-03-20 04:42 Beijing Time
    • Summary: (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….
      • This piece from All-In Podcast explains how Jensen Huang LIVE: Nvidia’s Future, Physical AI, Rise of the Agent, Inference Explosion, AI PR Crisis shapes 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…

  • John Fetterman: The Rogue Democrat Who Broke Party Ranks

    • Published: 2026-03-18 19:35 Beijing Time
    • Summary: - (0:00) David Friedberg welcomes Senator John Fetterman; the idea of the SAVE movement (1:08) The broken Democratic Party: TDS, what he stands for, why the party c…….

  • Fetterman: Follow the besties: http….

    • This piece from the All-In Podcast explains John Fetterman: how the rogue Democrat breaking party ranks is shaping the broader AI and infrastructure landscape.
    • EN Highlights:
      • (0:00) David Friedberg welcomes Senator John Fetterman; SAVE Act thoughts (1:08) The broken Democratic Party: TDS, what he stands for, why the party c…
      • Fetterman: https://x.com/SenFettermanPA Follow the besties: http…

  • Travis Kalanick & Michael Dell Live from Austin, Texas

    • Publication Time: 2026-03-17 12:11 Beijing Time
    • Summary: - Discover what executives are saying about AI transformation in the latest AI Pulse Survey.
      • Forge Global: We are proud to present our partners at Forge Global who are helping the world’s most innovative private companies and their teams get #liquidcourage on their own terms.
      • Learn more here: De’Longhi Athena Polymarket (0:00) Travis Kalanick: Officially exiting stealth mode, what he’s been working on (5:52) How to automate the physical world, markets to go after (11:00) Returning to self-driving: Tesla, Waymo, and the race for autonomy (16:17) Leaving LA for Austin, the decline of truth and justice in California (25:51) Actuators, robotic hands, “capital as a weapon,” and Middle Eastern sovereign wealth funds affected by the Iran war (36:00) Michael Dell: From dorm room to $140B annual revenue, why Texas attracts founders (43:46) Dell’s $50B bet on AI infrastructure (1:03:50) Investing in America: Michael Dell’s $6.25B gift - a 401k for 25 million kids The podcast was recorded live from the Austin Arena lobby, Texas.
      • Learn more here: De’Longhi Athena Polymarket (0:00) Travis Kalanick: Officially exiting stealth mode, what he’s been working on (5:52) How to automate the physical world, markets to go after…: EY: Austin vibes meet AI innovation Thanks to EY for co-hosting with us at #SXSW.
      • <a href="… Travis Kalanick and Michael Dell live from Austin, Texas.
    • EN Highlights:
      • (0:00) Travis Kalanick: Officially exiting stealth mode, what he’s been working on (5:52) How to automate the physical world, markets to go after …
      • : EY: Austin vibes meet AI innovation
      • Thanks to EY for co‑hosting with us at #SXSW. Discover what executives are saying about AI transformation in the latest AI Pulse Survey. <a href="…

Lenny’s Podcast （A_full） Link to heading

  • The art of influence: The single most important skill that AI can’t replace | Jessica Fain (Webflow, ex-Slack)
    • Publication Time: 2026-03-22 20:31 Beijing Time
    • Summary: - Jessica Fain, a product lead at Webflow and former Chief of Staff to the CPO at Slack, has worked alongside April Underwood and many past podcast guests, including Stewart Butterfield, Annie Pearl, Tamar Yehoshua, and Noah Weiss.
      • Throughout her career, she has studied 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 typically optimize for the global maximum, while you usually optimize locally 4.
  • When a leader says something that seems wrong, the best question Jessica uses is: “That’s so interesting.
  • EN Highlights:
    • 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.

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….
      • ,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/httpshttps%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f….
    • EN Highlights:
      • 👋 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%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f4fc_2912x1456.p…
      • ,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa1ca8352-9571-4b81-b041-52374176f…

  • How I built LennyRPG

    • Published: 2026-03-18 23:27 Beijing Time
    • Summary: - <a class=“image-link image2 is-viewable-img” href=”.
      • ,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49571_3016x3016.p….

  • ,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49….

  • In this episode, Ben details his six-step workflow from sketch to delivering the game, including the tools, prompts, and decisions at each stage….

    • 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%2Fe90c516a-b472-47b3-8570-b7581df49571_3016x3016.p…
      • ,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe90c516a-b472-47b3-8570-b7581df49…
      • In this episode, Ben walks through the exact six-step workflow he used to go from sketch to shipped game, including the tools, prompts, and decisions at every s…

  • How I built LennyRPG

    • Published: 2026-03-17 20:46 Beijing Time
    • Summary: - 👋 Each week, I answer reader questions about building product, driving growth, and accelerating your career.
      • A few months ago, on a whim, I shared all my podcast transcripts on social media, and wow, you all found incredibly creative ways to use the data: parenting wisdom rooted in PM advice, user research scripts, reverse memes, infographics for each episode, a “Learn from Lenny” Twitter bot, and at least 50 other amazing projects.
      • But my favorite project was from Ben Shih, a non-technical Product Designer at Miro, who created LennyRPG.
      • I asked Ben to share the step-by-step journey behind this very fun, video-game-inspired project—how he built it and what he learned.
      • To let more flowers bloom, today I’m releasing my entire newsletter archive (along with my podcast transcripts) in AI-friendly Markdown files.
    • EN Key Points:
      • 👋 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…
      • “> Subscribe now P.S

Stratechery by Ben Thompson (A_full) Link to heading

  • 2026.12: Please Listen to My Podcast

    • Published: 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 what we send to you.

    • To that end, here are a few of our favorites from 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…

  • Spring Break

    • Published: 2026-03-19 18:00 Beijing Time
    • Summary: - 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.
        • There will be no Update on Monday, March 30.
      • All other Stratechery Plus content, including my podcast, will proceed as scheduled.
    • EN Highlights:
      • 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

  • Jensen Huang and Andy Grove, Groq LPUs and Vera CPUs, Hotel California

    • Published: 2026-03-18 18:00 Beijing Time
    • Summary: - GTC 2026 marked an important inflection point for Nvidia, as the company is selling multiple architectures, instead of focusing on just one GPU.
      • The motivation is to serve all needs and keep all customers.
      • GTC 2026 marked an important inflection point for Nvidia, as the company is selling multiple architectures, instead of focusing on just one GPU, with the motivation to serve all needs and keep all customers.
      • Jensen Huang and Andy Grove, Groq LPUs and Vera CPUs, Hotel California.
    • EN Highlights:
      • GTC 2026 marked an important inflection point for Nvidia, as the company is selling multiple architectures, instead of focusing on just one GPU
      • The motivation is serve all needs and keep all customers.

  • An Interview with Nvidia CEO Jensen Huang About Accelerated Computing

    • Published: 2026-03-17 18:00 Beijing Time

  • Summary: - Listen to this post: Good morning, This week’s Stratechery Interview is running early this week, as I had the chance to speak in person with Nvidia CEO Jensen Huang at the conclusion of his GTC 2026 keynote , which took place yesterday in San Jose .

    • I had spoken with Huang four times previously, in May 2025, March 2023, September 2022, and March 2022.
    • In this interview we talk about a keynote that came across like a bit of a history lesson, and what that says about a company that still feels small even as it’s the most valuable in the world, as well as what has changed in AI over the last year.
    • Then we discuss a number of announcements that might feel like a change in approach (although Huang disagrees), including Nvidia’s burgeoning CPU business and the Groq acquisition.
    • Finally we discuss scarcity in the AI stack and how that affects Nvidia, the China question, and Huang’s frustration with doomers and their influence in Washington.
    • EN Key points:
      • Listen to this post:

OpenAI Blog (A_full) Link to heading

  • How we monitor internal coding agents for misalignment

    • Published: 2026-03-19 18:00 Beijing Time
    • Summary: - AI systems are beginning to act with greater autonomy at a large scale in real-world environments.
      • As their capabilities improve, they can take on increasingly complex, high-impact tasks and interact with tools, systems, and workflows in ways that resemble human collaborators.
      • A core part of OpenAI’s mission is to help the world responsibly transition to AGI.
      • This means not only building powerful systems but also developing the methods, infrastructure, and pathways needed to safely deploy and manage them as their capabilities grow.
      • Monitoring internally deployed agents is one of the key ways we do this, allowing us to learn from real-world use and to identify and mitigate emerging risks.
    • 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…

  • OpenAI to acquire Astral

    • Published: 2026-03-19 08:00 Beijing Time
    • Summary: - Accelerating the development of Codex to power the next generation of Python development tools.
      • Astral builds some of the most widely used open-source Python tools, helping developers be more productive with modern tools like uv, Ruff, and ty.
      • These tools power the workflows of millions of developers and have become part of the foundation of modern Python development.
      • As part of our developer-first philosophy, OpenAI plans to support Astral’s open-source offerings post-close.
      • By bringing Astral’s tools and engineering expertise to OpenAI, we will accelerate our work with Codex and expand AI’s role throughout the software development lifecycle.
    • EN Key points:

  • Accelerates Codex growth to power the next generation of Python developer tools

  • Introducing GPT-5.4 mini and nano

    • Publication Time: 2026-03-17 18:00 Beijing Time
    • Summary: - GPT-5.4 mini and nano are smaller, faster versions of GPT-5.4, optimized for coding, tool use, multimodal reasoning, and high-volume API and sub-agent workloads.
      • This article from the OpenAI blog explains how the launch of GPT-5.4 mini and nano is shaping the broader AI and infrastructure landscape.
      • The launch of GPT-5.4 mini and nano also has practical implications for founders, operators, and investors.
    • EN Highlights:
      • GPT-5.4 mini and nano are smaller, faster versions of GPT-5.4 optimized for coding, tool use, multimodal reasoning, and high-volume API and sub-agent workloads.

  • OpenAI Japan announces Japan Teen Safety Blueprint to put teen safety first

    • Publication Time: 2026-03-17 18:00 Beijing Time
    • Summary: - OpenAI Japan has announced the Japan Teen Safety Blueprint, introducing stronger age protections, parental controls, and well-being safeguards for teens using general-purpose devices.
      • This article from the OpenAI blog explains how OpenAI Japan’s announcement of the Japan Teen Safety Blueprint to put teen safety first is shaping the broader AI and infrastructure landscape.
      • The announcement of the Japan Teen Safety Blueprint by OpenAI Japan also has practical implications for founders, operators, and investors.
    • EN Highlights:
      • OpenAI Japan announces the Japan Teen Safety Blueprint, introducing stronger age protections, parental controls, and well-being safeguards for teens using gener…

  • Equipping workers with insights about compensation

    • Publication Time: 2026-03-17 08:00 Beijing Time
    • Summary: - New research shows that Americans send nearly 3 million messages to ChatGPT daily asking about compensation and income, helping to close the wage information gap.
      • This article from the OpenAI blog explains how equipping workers with insights about compensation is shaping the broader AI and infrastructure landscape.
      • Equipping workers with insights about compensation also has practical implications for founders, operators, and investors.
    • EN Highlights:
      • New research shows Americans send nearly 3 million daily messages to ChatGPT asking about compensation and earnings, helping close the wage information gap.

Google DeepMind Blog (A_full) Link to heading

  • Measuring progress toward AGI: A cognitive framework
    • Publication Time: 2026-03-18 00:03 Beijing Time
    • Summary: - We’re introducing a framework to measure progress toward AGI, and launching a Kaggle hackathon to build the relevant evaluations.
      • This article from the Google DeepMind blog explains how measuring progress toward AGI with a cognitive framework is shaping the broader AI and infrastructure landscape.
  • It also surfaces practical implications for founders, operators, and investors following Measuring progress toward AGI: A cognitive framework.
    • EN Key Points:
      • We’re introducing a framework to measure progress toward AGI, and launching a Kaggle hackathon to build the relevant evaluations.