🤖 AI Research - Mindset Shifts for Physics of AI
This article discusses the challenges in "Physics of AI" research, attributing difficulties to the prevailing publishing culture. It proposes curiosity-driven open research as a viable solution to these obstacles.
Key Points:
• "Physics of AI" research faces significant challenges.
• Current publishing culture hinders research progress.
• Curiosity-driven open research offers a simple solution.
🔗 Resources:
• Physics of AI Requires Mindset Shifts ↗ - Blog post detailing AI research challenges
• Zhisong Liu (@liuzhisong_cv) ↗ - X profile
• Ziming Liu (@ZimingLiu11) ↗ - X profile
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💡 Societal Observations - Institutional Challenges and Media Resilience
This article observes a period marked by increasing societal divisions and challenges to critical institutions. It also highlights the emergence and resurgence of alternate media platforms.
Key Points:
• Witnessing increased communal and racist attacks.
• Observing the collapse of critical institutional independence.
• Noticing a resurgent alternate media landscape.
🔗 Resources:
• Venu Govindu (@venugovindu) ↗ - X profile
• Prashant Bhushan (@pbhushan1) ↗ - X profile
🤖 AI & Robotics - Future Predictions for 2026
This article outlines key predictions for 2026 in the fields of AI and robotics, specifically focusing on the advanced capabilities of humanoid robots and Electric Vertical Takeoff and Landing (eVTOL) technology.
Key Points:
• Humanoid robots will perform unsupervised, multi-day tasks in unknown homes.
• Neural networks will enable robots to translate pixels directly to torques.
• Electric Vertical Takeoff and Landing (eVTOL) will see further developments.
🔗 Resources:
• Ze Yanjie (@ZeYanjie) ↗ - X profile
• Brett Adcock (@adcock_brett) ↗ - X profile
💡 Scenic Travel - Winter Train Journeys in Japan
This article captures the picturesque scene of a local train traversing a snow-covered corridor, portraying it as a special winter travel experience in Japan.
Key Points:
• Local trains run through scenic snow corridors.
• Such views create a special winter journey experience.
• Enjoy the beauty of winter in Japan by train.
🔗 Resources:
• ssh4net (@ssh4net) ↗ - X profile
• karakky0918 (@karakky0918) ↗ - X profile
• #JR西日本 ↗ - JR West hashtag
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🤖 AI - Agentic Document Extraction
This article explores the evolution of document intelligence, moving beyond simple text extraction to a comprehensive visual understanding of documents, which is the foundation of Agentic Document Extraction.
Key Points:
• Document intelligence requires practical implementation.
• Visual understanding of documents mimics human processing.
• Agentic Document Extraction represents a new direction.
🔗 Resources:
• LandingAI (@LandingAI) ↗ - X profile
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🤖 Deep Learning - Transformers vs. Convolutional Networks
This article clarifies a common misconception regarding the receptive fields of Transformers and convolutional networks, emphasizing that data-dependency is the key distinguishing factor for Transformers.
Key Points:
• Receptive field size does not define superiority between models.
• Convolutional kernels can be scaled to any arbitrary size.
• Transformers are fundamentally distinguished by data-dependent processing.
🔗 Resources:
• Jeffrey Alido (@alido_jeffrey) ↗ - X profile
• Peyman Milanfar (@docmilanfar) ↗ - X profile
• Niels Rogge (@NielsRogge) ↗ - X profile
• Julia Turc (@juliarturc) ↗ - X profile
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💡 General - New Year Greetings
This article conveys a simple New Year's greeting, expressing wishes for enjoyment and effort in the coming year, along with gratitude for continued support.
Key Points:
• Extend warm New Year wishes.
• Express commitment to enjoying and working hard.
• Request continued support for the year ahead.
🔗 Resources:
• ssh4net (@ssh4net) ↗ - X profile
• Okirakuoki (@okirakuoki) ↗ - X profile
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🤖 AI Research - Recognition and Future Outlook
This article acknowledges recognition received from Salesforce AI Research, expressing gratitude for team contributions and past experiences, while also looking forward to making impactful research contributions in 2026.
Key Points:
• Received recognition for contributions to AI research.
• Expressed gratitude for team support and past experiences.
• Anticipate impactful research in the upcoming year.
🔗 Resources:
• Jieyu Zhang (@JieyuZhang20) ↗ - X profile
• Zixian Ma (@zixianma02) ↗ - X profile
• Salesforce AI Research photo ↗ - Image from Salesforce AI Research
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🚀 Robotics - Challenges in Shipping Robots
This article reflects on the significant difficulties encountered in developing and deploying robots, emphasizing that these challenges go beyond those typically found in general hardware development. It also mentions a personal recap of the year's achievements and struggles.
Key Points:
• Shipping robots presents exceptional development challenges.
• Robotics development is uniquely difficult compared to hardware.
• A recap highlights annual wins and struggles.
🔗 Resources:
• Ignacio Mellado (@uavster) ↗ - X profile
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💡 Robotics - Year-End Recap and Insights
This article directs readers to a blog post providing a detailed year-end recap, offering insights into the wins and struggles encountered in robotics development throughout the past year.
Key Points:
• Access a blog post for comprehensive insights.
• Review a detailed year-end recap of robotics experiences.
• Understand the challenges and successes in robotics development.
🔗 Resources:
• Year-End Recap Blog Post ↗ - Blog post summarizing yearly robotics development
• Ignacio Mellado (@uavster) ↗ - X profile
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