System translated (Gemini)

AI Daily | OpenClaw Open-Source Framework Gains Traction, Accelerating Infrastructure for Agent Payment and Execution Layers Link to heading

Today’s core dynamics in the AI industry are focused on the ecosystem construction and infrastructure implementation for Agents. The open-source framework OpenClaw has sparked discussion with its powerful integration capabilities for productivity tools; OpenAI and Mistral have launched smaller models to enhance the inference efficiency of the Agent execution layer. Furthermore, the releases of the Stripe payment protocol and Gensyn’s REE mark a practical step forward for the autonomous AI economy and decentralized compute verification mechanisms.

I. Today’s Highlights Link to heading

  • Watch List: “How I built LennyRPG” from Lenny’s Podcast is worth prioritizing. Key content: - <a class=“image-link image2 is-viewable-img” href=".
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  • Watch List: A total of 19 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 Topics: The topic “Tempo Blockchain Launches with Stripe’s AI Agent Payment Protocol” is trending (approximately 2900 related posts) and can serve as a starting point for understanding global AI public opinion and viewpoints.

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

Topic 1: Tempo Blockchain Launches with Stripe’s AI Agent Payment Protocol Link to heading

  • Category: AI · News
  • Overview: Trending time: 3 hours ago, Related posts: 2900
  • What it is: The Tempo blockchain has officially launched, integrating Stripe’s AI agent payment protocol to provide native financial payment and settlement capabilities for AI agents.
  • Why it matters: This development addresses the critical issue of AI agents lacking autonomous payment methods when executing tasks, marking a key step in building the infrastructure for an Agentic Economy.
  • Discussion summary: Community discussions focus on the efficiency advantages of combining Stripe’s traditional payment architecture with blockchain, as well as the potential risks concerning security boundaries, compliance, and legal liability once AIs have autonomous wallet permissions.

Topic 2: Xi Jinping Urges Deeper Ties with Turkmenistan in Beijing Talks Link to heading

  • Category: AI · Other
  • Overview: Trending time: 2 hours ago, Related posts: 196
  • What it is: Xi Jinping held talks with Turkmenistan’s leader in Beijing, calling for the deepening of the strategic partnership between the two countries in energy, infrastructure, and digital technology.
  • Why it matters: Bilateral cooperation in Central Asia often involves the construction of the “Digital Silk Road,” which has potential strategic implications for regional communication infrastructure, technology standard exports, and cross-border data flows.
  • Discussion summary: Discussions on social media primarily center on natural gas supply security, the evolving geopolitical landscape in Central Asia, and the further expansion of China’s technological and economic influence in the region.

Topic 3: Gensyn Launches REE for Identical AI Outputs Across Hardware Link to heading

  • Category: AI · News
  • Overview: Trending time: 21 hours ago, Related posts: 214
  • What it is: Gensyn has released REE (Reproducible Execution Environment), designed to ensure that AI models produce identical outputs when run on different hardware architectures (such as different GPU models).
  • Why it matters: This technology solves a core verification challenge in decentralized AI computation. By eliminating computational discrepancies caused by underlying hardware differences, it lays the technical foundation for trust and collaboration mechanisms in distributed computing networks.
  • Discussion summary: The focus of discussion is on how REE achieves cross-platform consistency without sacrificing computational performance, and the practical value of this technology in promoting the large-scale adoption of DeAI (Decentralized AI).

Topic 4: Senate Advances SAVE Act Requiring Proof of Citizenship for Voter Registration Link to heading

  • Category: AI · Other
  • Overview: Trending time: 1 day ago, Related posts: 1,800,000
  • What it is: The U.S. Senate voted to advance the SAVE Act, which would require voters to provide proof of citizenship for registration and impose stricter restrictions on identification for voting and mail-in ballots.
  • Why it matters: The act involves the application of identity verification technologies and the digital governance of voter databases, reflecting the challenge in the AI era of ensuring the authenticity of election data and system integrity through technical and legal means.
  • Discussion Overview: The discussion focuses on the necessity and fairness of the bill. Supporters believe it is the bottom line for preventing illegal voting and safeguarding election sovereignty. Opponents worry it will raise the barrier to voting, leading to the exclusion of some eligible voters and exacerbating partisan division.

Topic 5: Israel Kills Iran’s Security Chief in Tehran Strike Amid Escalating War Link to heading

  • Category: AI · News
  • Overview: Trending Time: 1 day ago, Related Posts: 1,500,000
  • What it is: Israel launched an airstrike in Tehran, killing a senior Iranian security official and causing a sharp escalation in the geopolitical situation in the Middle East.
  • Why it matters: Such high-precision targeted killings highlight the critical role of AI-driven intelligence analysis, target recognition, and automated weapons systems in modern warfare, while also raising concerns about the stability of global tech supply chains and energy markets.
  • Discussion Overview: Discussions on X focus on the accuracy and ethical boundaries of AI-assisted intelligence, the role of technology in modern assassination operations, and whether the escalating conflict will trigger retaliatory cyberattacks against tech infrastructure.

Topic 6: Senate Republicans Advance SAVE Act Debate on 51-48 Vote Link to heading

  • Category: AI · Other
  • Overview: Trending Time: 8 hours ago, Related Posts: 73,000
  • What it is: The U.S. Senate advanced the debate on the SAVE Act (Securing American Voters Eligibility Act) with a 51-48 vote. The bill proposes requiring proof of citizenship and a photo ID for federal election registration.
  • Why it matters: In the age of AI, the identity verification and voter eligibility checks involved in this bill are highly relevant to tech governance issues such as digital identity verification technology, preventing AI-driven manipulation of voter registration, and maintaining the data integrity of election systems.
  • Discussion Overview: The discussion focuses on whether this move by Republicans is a “political show” aimed at the midterm elections to force Democrats to take a stance, and the internal disagreement within the Republican party on whether to change procedural rules (like the Talking Filibuster) to push the bill through.

Topic 7: Sporting CP Stuns Bodø/Glimt with 5-0 Extra-Time Comeback to Reach Champions League Quarters Link to heading

  • Category: AI · Other
  • Overview: Trending Time: 2 days ago, Related Posts: 170,000
  • What it is: Sporting CP achieved a stunning comeback by defeating Bodø/Glimt 5-0 in extra time during a Champions League match, advancing to the quarterfinals.
  • Why it matters: Such high-traffic live sporting events are key application scenarios for AI-driven automated sports news generation, real-time data analysis, and social media content recommendation algorithms.
  • Discussion Overview: The discussion focuses on Sporting CP’s dominant performance in extra time, the success of their tactical adjustments, and the dramatic nature of Bodø/Glimt’s unfortunate elimination.

Topic 8: Arsenal Advance to Champions League Quarter-Finals with 2-0 Win Over Leverkusen Link to heading

  • Category: AI · Other
  • Overview: Trending Time: 1 day ago, Related Posts: 90,000
  • What it is: Arsenal defeated Leverkusen 2-0 in the Champions League, successfully advancing to the quarter-finals.
  • Why it matters: Such high-trending sporting events are typical application scenarios for AI in real-time data analysis, automated video editing, and social media recommendation algorithms handling large-scale concurrent data.
  • Discussion Overview: Discussions on X primarily revolve around Arsenal’s tactical performance, the contributions of key players, and predictions about the team’s future prospects for winning the title.

Topic 9: Lollapalooza Chicago Unveils 2026 Lineup with Charli XCX, JENNIE and SB19 Link to heading

  • Category: AI · Other
  • Overview: Trending Time: 2 days ago, Related Posts: 584,000
  • What it is: A lineup for the 2026 Lollapalooza festival in Chicago has been circulating on social media, featuring world-renowned artists like Charli XCX, JENNIE, and SB19.
  • Why it matters: The explosion of this topic demonstrates how social media algorithms can amplify digital content, whether generated by AI or created by fans, showcasing the immense driving force of the digital fan economy on expectations for the offline entertainment industry.
  • Discussion Overview: The discussion focuses on doubts about the lineup’s authenticity (due to the early announcement) and the anticipation of K-pop and P-pop artists gaining more prominence on international mainstream festival stages.

Today’s AI Public Opinion Summary on X Link to heading

Today’s discourse centers on the practical evolution of AI infrastructure and its double-edged sword effect in geopolitics and social governance. It is widely acknowledged that AI agent payment protocols and decentralized verification technologies are accelerating the implementation of the “AI economy.” However, significant public disagreement exists regarding the use of digital technology to enhance election integrity and in modern warfare, particularly concerning procedural fairness, ethical boundaries, and supply chain risks escalated by geopolitical conflicts. Potential risks include not only the ambiguous attribution of legal liability for autonomous AI actions but also the potential for technology to exacerbate political polarization and retaliatory cyberattacks against tech infrastructure following high-precision military operations. Furthermore, trends in sports and entertainment also highlight AI’s indispensable supporting role in processing large-scale real-time data and driving the digital fan economy.

3. Influencer Insights Link to heading

Hello! I am your AI industry analyst. Based on the activities of core AI influencers on the X platform over the past 24 hours, I have compiled this in-depth briefing for you.

The most significant characteristic today is the shift of AI Agents from concept to highly concrete implementation, especially in the ecosystem building around OpenClaw and Claude Code.

  • The Phenomenal Buzz around OpenClaw: This open-source Agent framework has sparked a frenzy within the domestic developer community. Influencers are integrating it into various productivity tools, such as Obsidian (the most mature), Feishu, QQ Bot (the smoothest integration), and Youdao Cloud Note (@Pluvio9yte, @zhixianio).
  • “Skills” Emerge as the New Standard for Agents: Anthropic’s internal experiences on how to build and use Skills have been deeply analyzed. Skills are no longer just Markdown documents but functional folders containing scripts, resources, and hooks. Influencers have summarized 9 core categories of Skills, including API reference, product validation, data analysis, and more (@op7418, @Gorden_Sun).
  • The Trend of Model “Miniaturization” and the “Execution Layer”: OpenAI released GPT-5.4 Mini and Nano, positioning them as fast, inexpensive “execution layers” and the main force for sub-Agents; Mistral also released Mistral Small 4. This signals that major model developers are competing for the Agent inference market with high-speed, low-cost small models (@op7418, @Gorden_Sun).
  • The Rise of Vibe Coding: A programming paradigm that is “goal-driven, with full-process AI intervention, and structure-before-code” is becoming popular. Its core logic is: never do manually what AI can do (@AI_Jasonyu, @gefei55).

2. Unique Perspectives and Industry Foresight Link to heading

  • Testing is the “New Moat” in the AI Era: @ruanyf points out that when AI can replicate large software like Next.js for just $1100, the code itself no longer has a moat. Test cases will become the key asset to prevent easy replication by AI.
  • Software is Being Rewritten for Agents: @dotey believes that if humans still need to deliberately distinguish between scripts, Skills, and Agents, it means Agents are not yet smart enough. The future trend is Agent First, where software will revert to CLI (Command-Line Interface) or text interfaces, because “text is the universal interface” (@vista8).
  • The Social Illusion of “Expansion” and “Compression”: @lijigang offers a profound warning: when person A uses AI to expand an idea into a thousand-word article, and person B uses AI to compress it into a three-sentence summary, an article that “no one needs” is created in between. This situation, where “A doesn’t think, and B doesn’t read,” is causing the essential nature of thinking in writing and reading to be lost.
  • The Compliance and Explosion of GEO (Generative Engine Optimization): With the attention on GEO from the 315 Gala, influencers believe this has conversely validated its effectiveness, signaling that the field will move from “makeshift operations” to professionalism and scale (@vista8, @gefei55).
  • The Shift in Value Capture: @lijigang observes that while AI amplifies individual productivity, “upstream” platforms are also using AI to reclaim profits previously ceded to the “downstream.” Productivity is amplified, but “value capture” does not necessarily remain in the hands of the individual.

Agent Frameworks and Management Link to heading

  • OpenClaw / ClawPal: The hottest Agent framework and its practical tools currently available (@zhixianio).
  • Bobber: A multi-session management tool for Claude Code, supporting floating window permission requests for operations (@Gorden_Sun).
  • OpenSandbox: An open-source universal sandbox platform from Alibaba that supports running various types of Agents (@Gorden_Sun).
  • My Computer (Manus): An Agent that can run locally, manipulate files, and automate workflows (@op7418).

Productivity & Developer Tools Link to heading

  • Youmind: A creative tool for text and image-based content highly praised by multiple bloggers, which supports syncing with WeChat Official Accounts (@AI_Jasonyu, @vista8).
  • Codex Subagents: Supports the creation and convenient tracking of multiple sub-agent tasks (@op7418).
  • Generative UI MCP: Enables Agents to output interactive SVG or HTML interfaces within a chat (@op7418).
  • ValueCell AI: An investment research tool that fetches real-time US stock data and supports strategy backtesting (@AI_Jasonyu).

Multimedia & Models Link to heading

  • Midjourney V8: Features enhanced image coherence and supports native 2K resolution output (@op7418).
  • dots.ocr-1.5: A 3B OCR model open-sourced by Xiaohongshu that supports converting charts to SVG (@Gorden_Sun).
  • Foundation-1: An open-source AI music generation model that can run locally with only 7G of VRAM (@Gorden_Sun).
  • Fun-CineForge: An open-source AI film and television dubbing tool from Alibaba that supports lip-syncing (@Gorden_Sun).

Learning Resources Link to heading

  • “A New Paradigm for Security Offense and Defense in the Age of Agents”: An Agent security protection guide written by @zhixianio.
  • “Vibe Coding Guide”: Summarizes the “Tao, Dharma, and Shu” (the principles, methods, and techniques) of AI-driven development (@AI_Jasonyu).
  • Claude Code Skills Collection: A complete collection of configurations from the Anthropic hackathon (@AI_Jasonyu).

Analyst’s Comment: The past 24 hours show that the AI industry is undergoing a dramatic transformation from a “model race” to an “Agent architecture race.” Developers are no longer satisfied with simple conversations; instead, they are trying to let AI truly take over real-world business flows by building complex Skills systems and sandbox environments. Meanwhile, security and the “alienation of thought” have become secondary issues that cannot be ignored.

IV. Watch List Update Summary Link to heading

Timeframe: Last 7 days; covers 16 sources; 19 updates in total

a16z Podcast (A_full) Link to heading

  • What’s Missing Between LLMs and AGI - Vishal Misra & Martin Casado
    • Publication Time: 2026-03-17 19:05 Beijing Time
    • Abstract: - Vishal Misra returns to explain his latest research on how LLMs actually work behind the scenes.
      • 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 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 Key Points:
      • 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

  • Building A Global AI Startup From India
    • Publication Time: 2026-03-16 22:00 Beijing Time
    • Summary: - 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 messaging apps you already use, and go beyond chat features to actually perform tasks like managing emails, calendars, files, workflows, and more.
      • Now, meet the people behind it.
      • YC’s Raphael Schaad sat 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 applications, and how personal agents will reshape the future of software.
    • EN Key Points:
      • In this episode of The Lightcone, we talk with Mukund and Madhav Jha, the founders of Emergent - an AI platform that lets anyone build and ship production-re…
      • In just eight months, users have created more than 7 million apps on Emergent, with the number doubling in just the last 45 days
      • We discuss how they built one of the most powerful AI coding agents, why they focused on non-technical users and what it’s like building in India for a global a…
      • 01:18 - Founder Backstory 02:09 - From AI Testing to General Coding Agents 02:52 - Getting Ahead of the Market 04:18 - The Pivot to Non…

All-In Podcast (A_full) Link to heading

  • John Fetterman: The Rogue Democrat Who Broke Party Ranks

    • Publication Time: 2026-03-18 19:35 Beijing Time
    • Summary: - (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…
      • This article from All-In Podcast explains how John Fetterman: The Rogue Democrat Who Broke Party Ranks is shaping the broader AI and infrastructure landscape.
    • EN Key Points:
      • (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: - Learn what executives think about AI transformation in the latest AI Pulse Survey.
      • Forge Global: We are proud to introduce Forge Global’s partners, who are helping the world’s most innovative private companies and their teams gain #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) Return to autonomous driving: Tesla, Waymo, and the self-driving race (16:17) Leaving Los Angeles for Austin, the decline of truth and justice in California (25:51) Actuators, robot hands, “capital as a weapon,” Middle East sovereign wealth funds impacted by the Iran War (36:00) Michael Dell: Dorm room to $140B in annual revenue, why Texas attracts founders (43:46) Dell’s $50B AI infrastructure bet (1:03:50) Investing in America: Michael Dell’s $6.25B gift - a 401k gift for 25 million children This podcast was recorded live at the Austin Arena Hall, 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="… Live from Austin, Texas with Travis Kalanick and Michael Dell.

    • EN Key Points:
      • (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="…

  • Iran War, Oil Shock, Off Ramps, AI’s Revenue Explosion and PR Nightmare

Lenny’s Podcast (A_full) Link to heading

  • How I built LennyRPG

    • Published: 2026-03-18 23:27 Beijing Time
    • Summary: - <a class=“image-link image2 is-viewable-img” href=”.

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

    • EN Highlights:
      • <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…
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      • 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

    • Publication Time: 2026-03-17 20:46 Beijing Time
    • Abstract: - 👋 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 very creative ways to use this 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 by 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 interesting, video-game-inspired project—how he built it and what he learned.
      • To let more flowers bloom, today I am releasing my entire newsletter archive (as well as my podcast transcripts) in AI-friendly Markdown files.
    • EN Highlights:
      • 👋 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

  • 🎙️ This week on How I AI: From Figma to Claude Code and back & From journalist to iOS developer

    • Publication Time: 2026-03-16 23:03 Beijing Time

  • Summary: - From Figma to Claude Code and back again, brought to you by Optimizely — The AI agent orchestration platform for marketing and digital teams. Gui Seiz (designer) and Alex Kern (engineer) from Figma demonstrate how to pull live interfaces from production, staging, or localhost into Figma, convert them into editable design frames, collaboratively explore variations, and push changes back to code using Claude Code and MCP — creating a continuous design ↔ code loop.

    • Listen now on YouTube | Spotify | Apple Podcasts
    • Biggest takeaways: - Design handoffs are dead, replaced by continuous sync.
    • Instead of designers creating comprehensive design packages and documenting every state, AI enables a two-way flow between Figma and code.
    • Pull production code into Figma to see what actually exists, make changes in Figma, and then push those changes directly back to code.
      • Direct manipulation still beats prompt precision.
    • 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…
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  • From journalist to iOS developer: How LinkedIn’s editor builds with Claude Code | Daniel Roth

    • Posted: 2026-03-16 20:04 Beijing Time
    • Summary: - Daniel Roth, Editor in Chief at LinkedIn, went from business writer to iOS app developer without ever learning how to code.
      • Daniel used Claude Code to build multiple production-ready iOS apps and ship them to the App Store, including Commutely, a personalized train tracking app for New York commuters.
      • Listen or watch on YouTube, Spotify, or Apple Podcasts
      • What you’ll learn: - How to set up a two-agent Claude Code system (builder + reviewer)
        • Why being a “picky client” is the right mindset for non-technical builders
        • How Daniel prioritizes features using AI-ranked impact vs. human-ranked impact
      • Build time - Why saving everything as Markdown files creates long-term context
        • The importance of branch-based development — even when AI writes the code
        • How Daniel shipped to the App Store with no formal engineering experience
        • His end-of-day “What the hell did I get wrong?” Copilot workflow
      • Brought to you by: WorkOS —Get your app enterprise-ready in minutes Vanta —Automate compliance and streamline security
      • In this episode, we cover: ( 00:00 ) Intro to Daniel Roth ( 02:46 ) Overview of Daniel’s AI dev workflow ( 05:56 ) Prioritizing feature ideas with Claude ( 08:58 ) Building vs. building

  • Marketing (09:47) Creating a retention plan for his app (10:38) Introducing Bob the builder and Ray the reviewer (13:50) How Bob and Ray build features together (14:37) Why Daniel focuses on the learning process (16:34) The importance of developing with branches (17:39) Managing AI agents like a team (21:12) Navigating the App Store (23:06) Being a “picky customer” instead of a PM (25:00) Testing in Xcode and shipping to the App Store (28:14) Quick recap (30:00) Creating terminal aliases with Claude (31:38) His Commutely app demo (32:10) Managing work responsibilities with Copilot (35:05) Tools referenced in Daniel’s talk: • Claude: • Claude Code: • Cursor: • Xcode: • Canva: • Microsoft Copilot: • Terminal: • Obsidian: Other references: • Commutely (iOS app): Where to find Daniel Roth: LinkedIn: Newsletter: Where to find Claire Vo: ChatPRD: Website: LinkedIn: X: Production and marketing.

    • EN Key Points:
      • Daniel Roth , editor in chief at LinkedIn, went fr…
      • Using Claude Code, Daniel built and shipped multiple production-ready iOS apps to the App Store, including Commutely, a personalized train-tracking app for New…
      • i=1000755560615”>Apple Podcasts What you’ll learn:

  • How to set up a dual-agent Claude Code system (builder + revie…

    • build time

  • Why saving everything as Markdown files creates long-term context

  • The importance of branch-based development—even…

  • The tactical playbook for getting 20-40% more comp (without sounding greedy) | Jacob Warwick (Executive Negotiator)

    • Publication time: 2026-03-15 20:31 Beijing Time
    • Abstract:
      • Jacob Warwick is an executive negotiation coach who helps senior operators negotiate better salary, equity, titles, and severance packages.
      • He has worked with leaders across tech and Hollywood, was previously a founder and CEO himself, and has helped clients secure millions in additional compensation.
      • His approach focuses on collaboration over confrontation, understanding motivations, and treating job searches like enterprise sales processes.
      • Why simply asking, “What other opportunities are available here?” often unlocks a 20% increase.
      • Why Jacob believes the average increase is 40% when negotiations go well.
    • EN Key Points:
      • Jacob Warwick is an executive negotiation coach who helps senior operators negotiate better salary, equity, titles, and severance packages
      • He has worked with leaders across tech and Hollywood, was previously a founder and CEO himself, and has helped clients secure millions in additional compensatio…
      • His approach focuses on collaboration over confrontation, understanding motivations, and treating job searches like enterprise sales processes.

<st…

  • Why a simple “What’s the chance there’s a little more here

  • 🧠 Community Wisdom: Getting a skeptical CTO to adopt AI coding tools, staying after losing faith in the founder, Claude skills for designers, making the most of a jack-of-all-trades role, and more

    • Published: 2026-03-15 01:43 Beijing Time
    • Summary: - 👋 Hello and welcome to this week’s ✨ 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…
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    • EN 要点：
      • 👋 Hello and welcome to this week’s edition of ✨ Community Wisdom ✨ a subscriber-only email, delivered every…
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Stratechery by Ben Thompson (A_full) Link to heading

  • 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.
      • $15/month* or *$150/year.
      • Substantive analysis of the day’s news via three weekly emails or podcasts.
      • Strategy Interviews.
    • EN 要点：
      • 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: - In this interview, we talk about a keynote that was a bit like a history lesson, how the company still feels small despite being the most valuable company in the world, and the changes in the field of AI over the past year.

  • Then we discussed some announcements that might feel like a change in approach (though Huang disagreed), including Nvidia’s burgeoning CPU business and the Groq acquisition.

  • Finally, we talked about scarcity in the AI stack and its implications for Nvidia, the China question, and Jensen Huang’s frustration with doomsayers and their influence in Washington.

  • As a reminder, all Stratechery content (including interviews) is available as a podcast; click the link at the top of this email to add Stratechery to your podcast player.

  • An Interview with Nvidia CEO Jensen Huang About Accelerated Computing. Link to heading

    • EN Highlights:
      • Listen to this post:

  • Agents Over Bubbles

    • Published: 2026-03-16 18:00 Beijing Time
    • Summary: - Listen to this post: Login to listen There is a strange paradox to AI predictions: on the one hand, you don’t want to be the person who completely ignores the most terrifying doomsday scenarios; on the other hand, who wants to be found to have been foolishly optimistic?
      • At the same time, there is pressure to believe that we may be in a bubble, and all this hype and spending will come to naught.
      • While I argue against the former, I am very much in agreement with the latter, and make the case that bubbles can be a good thing.
      • And yet, on the morning of Nvidia GTC in March 2026, I came to a different conclusion: I don’t think we are in a bubble (which is, paradoxically, perhaps the surest evidence that we are).
      • The LLM Paradigm In the last couple of weeks, first in the context of Nvidia’s earnings, and then last week in the context of Oracle, I have talked about three LLM inflection points.
    • EN Highlights:
      • 2026.11: Winners, Losers, and the Unknown

        • Published: 2026-03-14 01:00 Beijing Time
        • Summary: - (Photo by Megan Briggs/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 all.
          • Moreover, you are in full control of what we send you.
          • If you don’t want to receive This Week in Stratechery emails (no podcast), uncheck the box in your Send Settings.
          • To that end, here are some of our favorites from this week.
        • EN Highlights:
          • <img alt=”” class=“wp-image-18532” height=“1133” src=“https://i0.wp.com/stratechery.com/wp-content/uploads/2…
          • resize=1700%2C1133&ssl=1” width=“1700” /> (Photo by Megan Briggs/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

      • Introducing GPT-5.4 mini and nano

        • Published: 2026-03-17 18:00 Beijing Time
        • Summary: - Today we are releasing GPT‑5.4 mini and nano, our most capable small models to date.
          • They bring many of the benefits of GPT‑5.4 into faster, more efficient models designed for high-volume workloads.
          • GPT-5.4 mini offers significant improvements over GPT-5 mini in coding, reasoning, multi-modal understanding, and tool use, while running over 2x faster.
          • It also approaches the performance of the much larger GPT-5.4 model on several evaluations, including SWE-Bench Pro and OSWorld-Verified.

      • GPT-5.4 nano is the smallest and cheapest version of GPT-5.4, for tasks where speed and cost are most important.

        • EN points:
          • 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.

      • Equipping workers with insights about compensation

        • Published: 2026-03-17 08:00 Beijing time
        • Summary: - Salary information influences important decisions: what jobs people apply for, whether to negotiate, and whether specific career paths are worth pursuing.
          • But unlike the price of most goods, the price of labor is often difficult to find and interpret, especially for workers who are early in their careers, changing fields, or relocating.
          • AI is a new type of labor market resource.
          • Models can synthesize wage information and return benchmarks in seconds, rather than requiring workers to search across multiple websites, interpret scattered salary pages, or ask socially risky questions.
          • Workers are already using ChatGPT in this way, sending nearly 3 million messages on average per day in the US, asking about wages, compensation, or income.
        • EN points:
          • New research shows Americans send nearly 3 million daily messages to ChatGPT asking about compensation and earnings, helping close the wage information gap.

      • Why Codex Security Doesn’t Include a SAST Report

        • Published: 2026-03-16 08:00 Beijing time
        • Summary: - A deep dive into why Codex Security doesn’t rely on traditional SAST, but instead uses AI-driven constraint reasoning and validation to find real vulnerabilities…
          • This article from the OpenAI blog explains how the principles from “Why Codex Security Doesn’t Include a SAST Report” shape the broader AI and infrastructure landscape.
          • Following this, it also reveals the practical implications for founders, operators, and investors.
        • EN points:
          • A deep dive into why Codex Security doesn’t rely on traditional SAST, instead using AI-driven constraint reasoning and validation to find real vulnerabilities w…

      Google DeepMind Blog (A_full) Link to heading

      • Measuring progress toward AGI: A cognitive framework
        • Published: 2026-03-18 00:03 Beijing time
        • Summary: - We are introducing a framework to measure progress toward AGI and are launching a Kaggle hackathon to build the relevant evaluations.
          • This article from the Google DeepMind blog explains how “Measuring progress toward AGI: A cognitive framework” shapes the broader AI and infrastructure landscape.
          • Following “Measuring progress toward AGI: A cognitive framework,” it also details the practical implications for founders, operators, and investors.
        • EN points:
          • We’re introducing a framework to measure progress toward AGI, and launching a Kaggle hackathon to build the relevant evaluations.