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INNOVATION

  • Sakana Marlin: AI Assistant Conducting 8-Hour Deep Research
    Sakana Marlin: AI Assistant Conducting 8-Hour Deep Research

    By

    @sakanaailabs

    –

    We are recruiting beta testers for Sakana Marlin🎣 This is a highly capable assistant with Deep Research that investigates over 8 hours! Behind this product lies AB-MCTS, the result of pure research projects! This is a product unique to Sakana AI, where research achievements translate into actual products👏 — Sakana AI (@SakanaAILabs) 🐟Ultra Deep Research Assistant "Sakana Marlin" – Now Recruiting Beta Testers🐟 Sakana AI has developed "Sakana Marlin," our first commercial product – an autonomous AI research assistant for business powered by our proprietary agent technology. sakana.ai/marlin-beta Sakana Marlin is an autonomous research assistant based on our unique long-term reasoning technology, capable of completing advanced business research. Key Features
    ・When given a topic, it autonomously conducts research for nearly 8 hours
    ・Automatically generates detailed research documents and summary slides
    ・Designed to replicate professional strategic research that teams of multiple people would conduct over weeks We conceived this solution to leverage AI's full potential to enable sound judgments in complex social situations. This technology fuses insights from "AI Scientist" – the automation of scientific discovery recently published in Nature magazine – with "AB-MCTS" which enables strategic exploration. This achieves "efficient reasoning scaling" where output quality improves the longer the AI thinks. We are conducting a closed beta test targeting those working daily on advanced research: strategy and business planning departments at financial institutions and corporations, consulting firms, think tanks, and similar organizations (free during the beta period). We will continuously improve based on your feedback. ▼ Apply for Closed Beta Tester Status Here
    forms.gle/MYHGP1wi2q4PHYPA7 [Translated from EN to English]

    → View original post on X — @sakanaailabs, 2026-04-02 08:48 UTC

  • Claude Code leak makes Anthropic more open than OpenAI

    By

    @krishnaik06

    –

    After the Claude Code's source leaked Anthropic is now officially more open when compared to OpenAI 😛

    → View original post on X — @krishnaik06, 2026-04-02 08:45 UTC

  • Oracle Cuts 30,000 Jobs for Major AI Infrastructure Pivot

    By

    @krishnaik06

    –

    🚨 Big Shift at Oracle: AI Over Everything Oracle is reportedly planning to lay off up to 30,000 employees — nearly 18% of its global workforce — as the company aggressively pivots toward Artificial Intelligence. This isn’t just cost-cutting. It’s a strategic reset. Here’s what’s driving the move 👇 🔹 Massive AI Pivot Oracle is redirecting resources to compete in the AI race, investing heavily in high-performance computing and next-generation AI infrastructure. 🔹 Data Center Expansion Reports suggest long-term infrastructure investments could reach $156 billion, powering large-scale AI model training and deployment. 🔹 Financial Realignment The layoffs aim to generate $8–10 billion in annual savings, helping fund AI innovation while managing more than $100 billion in debt and recent stock pressure. 🔹 Post-Cerner Restructuring After the $28B Cerner acquisition, Oracle is consolidating operations and reducing roles tied to legacy and non-cloud systems. 💡 The bigger picture: Tech companies are no longer just adopting AI — they are restructuring entire organizations around it. We are entering an era where: ➡️ Infrastructure > headcount ➡️ AI capability > legacy operations ➡️ Adaptability > job titles The AI transformation is not coming. It’s already reshaping the workforce. What are your thoughts — evolution or disruption? 👇 #AI #Oracle #TechIndustry #ArtificialIntelligence #FutureOfWork #CloudComputing #DigitalTransformation

    → View original post on X — @krishnaik06, 2026-04-02 08:40 UTC

  • LeWorldModel: Stable End-to-End JEPA from Pixels
    LeWorldModel: Stable End-to-End JEPA from Pixels

    By

    @jiqizhixin

    –

    LeWorldModel: Stable End-to-End JEPA from Pixels Paper: https://
    le-wm.github.io
    Project: https://
    arxiv.org/pdf/2603.19312
    v1
    … Our report: https://
    mp.weixin.qq.com/s/VycD8SODNAnH
    iLIg4DlZvw
    …

    → View original post on X — @jiqizhixin

  • From Prompting to Outcome Management: The Digital Coworker Era

    By

    @ronald_vanloon

    –

    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

    → View original post on X — @ronald_vanloon

  • AI Automation Beyond File Cleanup: Complex Task Management

    By

    @ronald_vanloon

    –

    And it doesn’t stop at file cleanup. Think bigger: → Build spreadsheets from raw data
    → Prepare structured reports
    → Summarize messy notes
    → Pull context from Slack or your browser session It breaks complex tasks into steps. Works through them autonomously. Keeps you in

    → View original post on X — @ronald_vanloon

  • Executive AI: From Suggestions to Action

    By

    @ronald_vanloon

    –

    What if AI didn't just suggest what to do… …but actually completed the work while you stepped away? Most teams are still using AI as a smarter search bar. But as I saw with @claudeai Cowork from @AnthropicAI, a new class of AI doesn't stop at answers. It executes. Here's

    → View original post on X — @ronald_vanloon

  • From Chatbots to Agents: Beyond Manual Augmentation

    By

    @ronald_vanloon

    –

    We’ve been stuck in “chatbot mode.” → Ask a question
    → Get a response
    → Manually do the work That’s augmentation. Agents are different. You define a goal. It:
    → Scans your local folders → Detects duplicates → Proposes categories → Suggests naming conventions →

    → View original post on X — @ronald_vanloon

  • Sakana AI Announces First Commercial Product Sakana Marlin Beta Test
    Sakana AI Announces First Commercial Product Sakana Marlin Beta Test

    By

    @sakanaailabs

    –

    We are proud to announce Sakana AI's first commercial product! 🐟 "Sakana Marlin" is an autonomous "Ultra Deep Research" assistant that functions as your Virtual CSO. By simply providing a single theme, it leverages the autonomous workflow technology of the "AI Scientist" published in Nature magazine last week and our proprietary reasoning scaling to autonomously think deeply and explore for up to 8 hours. Instead of mere surface-level summaries, it completes in one day the kind of advanced strategic research that professional research teams spend weeks on, generating detailed reports and presentation slides. Please read our blog article and consider applying to become a closed beta tester! 👇 — 🐟Ultra Deep Research Assistant "Sakana Marlin" – Beta Tester Recruitment 🐟 Sakana AI has developed "Sakana Marlin," an AI research assistant for business use powered by proprietary agent technology, as our first commercial product. sakana.ai/marlin-beta Sakana Marlin is an autonomous research assistant based on our unique long-term reasoning technology that accomplishes advanced business research. Key Features
    ・ Given a theme, it autonomously conducts research for nearly 8 hours
    ・ Automatically generates detailed investigation documents and summary slides
    ・ Designed to replicate professional strategic research that multiple teams spend weeks on Conceived as a solution that maximizes AI's potential for making high-quality decisions in complex social circumstances. This technology combines insights from "AI Scientist," the automation of scientific discovery published in Nature magazine, with "AB-MCTS" enabling strategic exploration. It realizes "efficient reasoning scaling" where output quality improves the longer the AI thinks. Closed Beta Test Launch
    Target participants include those engaged in advanced research on a daily basis, such as strategic planning/business planning divisions at financial institutions and corporations, consulting firms, and think tanks (free during the beta period). We will continue to improve based on your feedback. ▼ Apply for Closed Beta Tester
    forms.gle/MYHGP1wi2q4PHYPA7 [Translated from EN to English]

    → View original post on X — @sakanaailabs, 2026-04-02 08:28 UTC

  • Sakana Marlin: AI Research Assistant, Beta Testing Recruitment Open
    Sakana Marlin: AI Research Assistant, Beta Testing Recruitment Open

    By

    @sakanaailabs

    –

    🐟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