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Thrilled & honored to receive the NSF REU student funding under my ongoing NSF award (#2525849)!

If you're a CS undergraduate at UA interested in designing safe controllers for robotic systems, with opportunities to work directly on real hardware platforms, feel free to reach out. Students with good mathematical maturity and programming experience are encouraged to apply; prior exposure to hardware platforms is a plus.

Please send your CV and transcript via email (Subject: REU Opportunity).

Details: bineet.cs.ua.edu

Lab Details: autmn.ua.edu

[ NSF REU, Undergraduate Research, University of Alabama, Robotics Research, Safe Autonomous Systems, Computer Science Students, Robotics Hardware, Formal Methods, AutMn Lab ]

#NSFREU #RoboticsResearch #ComputerScience #UndergraduateResearch

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Thrilled & honored to receive the NSF REU student funding under my ongoing NSF award (#2525849)!

If you're a CS undergraduate at UA interested in designing safe controllers for robotic systems, with opportunities to work directly on real hardware platforms, feel free to reach out. Students with good mathematical maturity and programming experience are encouraged to apply; prior exposure to hardware platforms is a plus.

Please send your CV and transcript via email (Subject: REU Opportunity).

Details: bineet.cs.ua.edu

Lab Details: autmn.ua.edu

[ NSF REU, Undergraduate Research, University of Alabama, Robotics Research, Safe Autonomous Systems, Computer Science Students, Robotics Hardware, Formal Methods, AutMn Lab ]

#NSFREU #RoboticsResearch #ComputerScience #UndergraduateResearch

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Sycophantic AI का खतरा: कैसे Chatbots आपको गलत यकीन दिला सकते हैं?

( chatbot dangers, AI hallucination vs sycophancy, reinforcement learning bias, AI ethics, machine learning risks, echo chambers AI, belief polarization, AI research explained, MIT AI paper, future of AI safety, AI सुरक्षा, चैटबॉट खतरे, कृत्रिम बुद्धिमत्ता जोखिम, AI साइकोसिस, डिल्यूजनल स्पाइरलिंग, AI पक्षपात, मशीन लर्निंग खतरे, AI एथिक्स, मानव व्यवहार AI, एल्गोरिदमिक बायस )

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Sycophantic AI-এর বিপদ: Chatbot কীভাবে আপনাকে ভুল বিশ্বাসে ফাঁসাতে পারে?

( AI safety, chatbot bias, sycophantic AI, AI psychosis, delusional spiraling, artificial intelligence risks, LLM alignment, human AI interaction, cognitive bias AI, machine learning ethics, AI নিরাপত্তা, চ্যাটবটের ঝুঁকি, কৃত্রিম বুদ্ধিমত্তা বিপদ, AI সাইকোসিস, ডিলিউশনাল স্পাইরালিং, AI পক্ষপাত, মেশিন লার্নিং ঝুঁকি, AI এথিক্স, মানুষের আচরণ AI, অ্যালগরিদমিক বায়াস )

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How Chatbots Can Mislead Even Rational Minds. What happens when AI always agrees with you?

chatbot dangers, AI hallucination vs sycophancy, reinforcement learning bias, AI ethics, machine learning risks, echo chambers AI, belief polarization, AI research explained, MIT AI paper, future of AI safety

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Imagine a robot having to choose between two different "brains": one that is fast but prone to mistakes, and another that is highly accurate but very slow. This research explains how a robot can smartly switch between these two options to save time and energy without sacrificing safety.

[Robotics, Compute Efficiency, Model Selection, Deep Learning, Mars Rover]

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"Can I build my own private ChatGPT?"
Yes, you can!

Build a fully local LLM pipeline that reads PDFs, retrieves relevant context, and answers questions — no APIs, no cloud, full control. This is how you start building real AI systems from scratch.

#chatgpt #LocalLLM #AIBuilders

Want the code?

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🔄 Update on HSCC/ICCPS 2026 Repeatability Evaluation (RE) Timeline

The Repeatability Evaluation (RE) deadline has been updated:
📅 New Submission Deadline: February 6, 2026
📅 Notification: March 10, 2026

This extension gives authors more time to prepare and refine their artifacts after paper acceptance decisions, which is especially useful since RE applies only to accepted papers.

Hoping this additional time encourages more groups to participate. Looking forward to seeing many strong artifact submissions this year!

#CPS #HSCC2026 #ICCPS2026 #Repeatability #Reproducibility #Research

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🚀 Thrilled & honored to serve on the Program Committee (and as the Joint RE Chair) for HSCC/ICCPS 2026!

📅 Key Dates
📝 Abstract Submission: November 6, 2025
📄 Paper Submission: November 13, 2025
🔁 Repeatability Evaluation Submission: November 20, 2025

Looking forward to reviewing many high-quality and exciting papers advancing the theory and practice of trustworthy and autonomous CPS.

💡 If you’re submitting to HSCC/ICCPS, we strongly encourage to also submit your artifact for Repeatability Evaluation — it’s a great way to strengthen the impact and visibility of your work while contributing to the culture of reproducible research in our community.

#HSCC2026 #ICCPS2026 #CPSIoTWeek #CyberPhysicalSystems #Research #Repeatability #FormalMethods #AutonomousSystems #HybridSystems #AcademicLife #ResearchCommunity

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🚀 We are thrilled to share that Dr. Bineet Ghosh will be serving as the Reproducibility Evaluation (RE) Chair (together with Prof. Yu Wang, University of Florida) for HSCC/ICCPS 2026 (Call for Papers)!

📅 Important Deadlines

Abstract submission: Nov 6, 2025

Paper submission: Nov 13, 2025

RE submission: Nov 20, 2025

Submitting to the RE track is a great way to:
✨ Demonstrate the reliability of your research
✨ Earn official artifact badges
✨ Increase the visibility and long-term impact of your work
✨ Contribute to a stronger, reproducible CPS community

✅ Papers passing the RE process will receive artifact badges.
🏆 RE participation (or a clear justification for non-participation) will also be considered for Best Paper Award eligibility.

We look forward to seeing strong submissions and impactful contributions to reproducibility at HSCC/ICCPS 2026!

#HSCC2026 #ICCPS2026 #CyberPhysicalSystems #Reproducibility #ArtifactEvaluation #ReliableResearch #OpenScience #CPSResearch #ACM

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🚀 Hiring: Fully Funded PhD Students!

I’m looking for multiple PhD students to join my research team — fully funded positions available!

My lab's research interests: Trustworthy Autonomy, Safe Robotics, Formal Methods, Control Theory, Embedded Systems (more details: bineet.cs.ua.edu/)

Interested in joining? Email me your CV directly to bineet@ua.edu

I'm also looking for undergraduate students to contribute to the ongoing projects. If interested, send me an email or drop by during office hours.

#UniversityOfAlabama #Hiring #PhDHiring #PhDPositions #USPhD #PhDinRobotics #RoboticsResearch #AutonomousSystems #TrustworthyAutonomy #SafeRobotics #ControlSystems #FormalMethods #EmbeddedSystems #GraduateResearch #ResearchOpportunity #STEMCareers

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Thrilled to receive this NSF CPS award! Huge thanks to @nsfgov, the CPS program, and Oleg Sokolsky for their support and guidance. Excited to advance this research and explore new collaborations.

#NSF #CPS #NSFFunding #Research #Innovation #ComputerScience #Algorithms #CyberPhysicalSystems #EngineeringResearch #TechResearch #AcademicResearch #Collaboration #UniversityOfAlabama #UA #RollTide #UACSE #BamaEngineers #CrimsonTide #UofA

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