The real “aha” for me: We are moving from prompting… to managing outcomes. Instead of crafting the perfect input, you: → Define the objective
→ Review the execution plan
→ Approve or refine That’s not a better chatbot. That’s a digital coworker. And it changes how
BUSINESS
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From Prompting to Outcome Management: The Digital Coworker Era
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China’s AI Chip Market Surge: Domestic Players Challenge Nvidia’s Dominance
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China’s AI chip market is rapidly shifting, with domestic players capturing 41% share and shipping 1.65 million GPUs in 2025, cutting deeply into Nvidia’s dominance, now down to ~55% from 95% pre-sanctions. Huawei leads the local surge with nearly 20% market share, fueled by
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Sakana Marlin: AI Research Assistant, Beta Testing Recruitment Open
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🐟Ultra Deep Research Assistant "Sakana Marlin", Beta Tester Recruitment🐟 Sakana AI has developed "Sakana Marlin", our first commercial product – a business-focused AI research assistant powered by our proprietary agent technology. sakana.ai/marlin-beta Sakana Marlin is an autonomous research assistant based on our unique long-horizon reasoning technology that completes sophisticated business research. Key Features
・ Given a theme, autonomously conducts research for nearly 8 hours
・ Automatically generates detailed research documents and summary slides
・ Designed to replicate professional strategic research typically requiring weeks of work by multiple team members We conceptualized this solution to maximize AI's potential for making high-quality decisions in complex social situations. This technology combines insights from "AI Scientist" – the automation of scientific discovery recently published in Nature – with "AB-MCTS" which enables strategic exploration. We've realized "efficient inference scaling" where output quality improves the longer the AI reasons. Closed Beta Test Launch
We're targeting professionals who engage in advanced research daily: strategy/business planning divisions at financial institutions and corporations, consulting firms, think tanks, and similar organizations (free during the testing period). We'll continuously improve based on your feedback. ▼ Apply for Closed Beta Tester Here
forms.gle/MYHGP1wi2q4PHYPA7 [Translated from EN to English]→ View original post on X — @sakanaailabs, 2026-04-02 08:19 UTC
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CONTEXT Approach for Fintech Customer Service Innovation
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Exactly what fintech customer service needs! The CONTEXT approach mirrors UAE's regulatory sandbox: clear parameters, maximum output. My Siamese cats and I are building this folder today. #LearnClaude
→ View original post on X — @terenceleungsf, 2026-04-02 07:07 UTC
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Kenya Targets 38 Billion Shillings to Become Africa’s AI Hub
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Kenya is targeting Sh38 billion in AI investment to become Africa’s AI hub, with data centres and labs.
→ View original post on X — @taryl_ogle, 2026-04-02 06:30 UTC
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RoboChef: How Automation is Transforming Culinary Industry
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The Rise of the RoboChef: #Automation Redefines the Culinary World
— Ronald van Loon (@Ronald_vanLoon) 2 avril 2026
by @anand_narang
#Robotics #MachineLearning #ArtificialIntelligence #ML #Innovation #FoodTech pic.twitter.com/6nTiuOFHN5The Rise of the RoboChef: #Automation Redefines the Culinary World
by @anand_narang #Robotics #MachineLearning #ArtificialIntelligence #ML #Innovation #FoodTech -
Energy Scale: The Next AI Race Will Be Won in Megawatts
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𝗧𝗵𝗲 𝗻𝗲𝘅𝘁 𝗔𝗜 𝗿𝗮𝗰𝗲 𝘄𝗼𝗻’𝘁 𝗯𝗲 𝘄𝗼𝗻 𝗶𝗻 𝗺𝗼𝗱𝗲𝗹𝘀.
— Pascal Bornet (@pascal_bornet) 2 avril 2026
𝗜𝘁 𝘄𝗶𝗹𝗹 𝗯𝗲 𝘄𝗼𝗻 𝗶𝗻 𝗺𝗲𝗴𝗮𝘄𝗮𝘁𝘁𝘀.
And right now, one country is moving faster than everyone else.
China is not just “going green.”
It’s building scale most economies can’t match.
What… pic.twitter.com/nVcBghH0Yk𝗧𝗵𝗲 𝗻𝗲𝘅𝘁 𝗔𝗜 𝗿𝗮𝗰𝗲 𝘄𝗼𝗻’𝘁 𝗯𝗲 𝘄𝗼𝗻 𝗶𝗻 𝗺𝗼𝗱𝗲𝗹𝘀. 𝗜𝘁 𝘄𝗶𝗹𝗹 𝗯𝗲 𝘄𝗼𝗻 𝗶𝗻 𝗺𝗲𝗴𝗮𝘄𝗮𝘁𝘁𝘀. And right now, one country is moving faster than everyone else. China is not just “going green.” It’s building scale most economies can’t match. What stands out to me is this: Over the next decade, the constraint will not be ideas. It will be 𝗽𝗼𝘄𝗲𝗿. AI, data centers, robotics, electrified industry, automation… All of it runs on one thing: Reliable, cheap electricity at scale. And China is accelerating that aggressively: ↳ 880+ GW solar capacity (2024) ↳ 277 GW added in a single year ↳ Passed 1 terawatt in 2025 That’s not a climate milestone. That’s an industrial strategy. Here is what many people still underestimate: 𝗦𝗼𝗹𝗮𝗿 𝗶𝘀 𝗻𝗼 𝗹𝗼𝗻𝗴𝗲𝗿 𝗮 𝗰𝗹𝗶𝗺𝗮𝘁𝗲 𝘀𝘁𝗼𝗿𝘆. 𝗜𝘁’𝘀 𝗮 𝗰𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲𝗻𝗲𝘀𝘀 𝗲𝗻𝗴𝗶𝗻𝗲. Because at this scale, energy becomes leverage: ▪️ Lower manufacturing costs ▪️ Faster electrification ▪️ Stronger supply chains ▪️ Less exposure to fuel shocks ▪️ More capacity for AI and compute This is where the shift is happening. Countries that scale power will scale industry. Those that don’t… will depend on those who do. And this is happening faster than most leaders expect. 𝗦𝗼 𝗵𝗲𝗿𝗲’𝘀 𝗺𝘆 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻: Is your country treating energy as infrastructure… or as messaging? #Solar #Energy #CleanTech #China #AI #Geopolitics #Innovation #SupplyChain #Technology #FutureOfWork
→ View original post on X — @pascal_bornet, 2026-04-02 05:01 UTC
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Management Skills Matter More Than Complexity
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Exactly, most people overcomplicate this stuff, but it all boils down to the age-old simple managerial skills.
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Running 24/7 OpenClaw Agent Teams: Treat Agents Like New Hires
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This is how you run a 24/7 OpenClaw agent team in 2026.
— Shubham Saboo (@Saboo_Shubham_) 2 avril 2026
Treat your agents like new hires, not tools.
Give them just enough context. Then get out of their way. https://t.co/DwPTKYpRCR pic.twitter.com/1igdHSmWfhThis is how you run a 24/7 OpenClaw agent team in 2026. Treat your agents like new hires, not tools. Give them just enough context. Then get out of their way. Shubham Saboo (@Saboo_Shubham_) x.com/i/article/202179384677… — https://nitter.net/Saboo_Shubham_/status/2022014147450614038#m
→ View original post on X — @saboo_shubham_, 2026-04-02 04:37 UTC
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TSMC’s $300B Taiwan Investment Plan Reshapes US Semiconductor Ecosystem
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12 fabs means $300B+ Taiwanese investment in America not including all the additional Taiwanese companies in the ecosystem who go where TSMC goes. pic.twitter.com/m2Y0MPvjLy
— 🖤 Christine (@christinelu) 2 avril 202612 fabs means $300B+ Taiwanese investment in America not including all the additional Taiwanese companies in the ecosystem who go where TSMC goes.