Nvidia's Project GR00T
Introduction
In the digital era, where technology is growing rapidly, the role of Artificial Intelligence (AI) has been making its way to different corners of the world. Where nothing seems to be impossible, technology and innovation have been moving conjointly and once again, and such innovation is in the limelight with its groundbreaking initiative known as “Project Groot”, which has been announced by the AI chip leader “Nvidia”. The core of this project is the fusion of technology with AI and robotics, where a humanoid can be produced with the capability to understand the natural language and interact with it to further learn from the physical environment by observing human actions and skills. Project Groot aims to assist humans in diverse sectors such as Healthcare and so on.
Humanoid robots are based on NVIDIA’s thor system-on-chip (SoC). The thor powers the intelligence of these robots, and the chip has been designed to handle complex tasks and ensure a safe and natural interaction between humans and robots. However, a big question arises about the ethical considerations of privacy, autonomy and the possible replacement of human workers.
Brief Analysis
Nvidia has announced Project GR00T, or Generalist Robot 00 Technology, which aims to create AI-powered humanoid robots with human-like understanding and movement. The project is part of Nvidia's efforts to drive breakthroughs in robotics and embodied AI, which can interact with and learn from a physical environment. The robots built on this platform are designed to understand natural language and emulate movements by observing human actions, such as coordination, dexterity, and other skills.
The model has been trained on NVIDIA GPU-accelerated simulation, enabling the robots to learn from human demonstrations with imitation learning and from the robotics platform NVIDIA Isaac Lab for reinforcement learning. This multimodal AI system acts as the mind for humanoid robots, allowing them to learn new skills and interact with the real world. Leading names in robotics, such as Figure, Boston Dynamics, Apptronik, Agility Robotics, Sanctuary AI, and Unitree, are reported to have collaborated with Nvidia to leverage GR00T.
Nvidia has also updated Isaac with Isaac Manipulator and Isaac Perceptor, which add multi-camera 3D vision. The company also unveiled a new computer, Jetson Thor, to aid humanoid robots based on NVIDIA's SoC, which is designed to handle complex tasks and ensure a safe and natural interaction between humans and robots.
Despite the potential job loss associated with humanoid robots potentially handling hazardous and repetitive tasks, many argue that they can aid humans and make their lives more comfortable rather than replacing them.
Policy Recommendations
The Nvidia project highlights a significant development in AI Robotics, presenting a brimming potential and ethical challenges critical for the overall development and smooth assimilation of AI-driven tech in society. To ensure its smooth assimilation, a comprehensive policy framework must be put in place. This includes:
- Human First Policy - Emphasis should be on better augmentation rather than replacement. The authorities must focus on better research and development (R&D) of applications that aid in modifying human capabilities, enhancing working conditions, and playing a role in societal growth.
- Proper Ethical Guidelines - Guidelines stressing human safety, autonomy and privacy should be established. These norms must include consent for data collection, fair use of AI in decision making and proper protocols for data security.
- Deployment of Inclusive Technology - Access to AI Driven Robotics tech should be made available to diverse sectors of society. It is imperative to address potential algorithm bias and design flaws to avoid discrimination and promote inclusivity.
- Proper Regulatory Frameworks - It is crucial to establish regulatory frameworks to govern the smooth deployment and operation of AI-driven tech. The framework must include certification for safety and standards, frequent audits and liability protocols to address accidents.
- Training Initiatives - Educational programs should be introduced to train the workforce for integrating AI driven robotics and their proper handling. Upskilling of the workforce should be the top priority of corporations to ensure effective integration of AI Robotics.
- Collaborative Research Initiatives - AI and emerging technologies have a profound impact on the trajectory of human development. It is imperative to foster collaboration among governments, industry and academia to drive innovation in AI robotics responsibly and undertake collaborative initiatives to mitigate and address technical, societal, legal and ethical issues posed by AI Robots.
Conclusion
On the whole, Project GROOT is a significant quantum leap in the advancement of robotic technology and indeed paves the way for a future where robots can integrate seamlessly into various aspects of human lives.
References
- https://indianexpress.com/article/explained/explained-sci-tech/what-is-nvidias-project-gr00t-impact-robotics-9225089/
- https://medium.com/paper-explanation/understanding-nvidias-project-groot-762d4246b76d
- https://www.techradar.com/pro/nvidias-project-groot-brings-the-human-robot-future-a-significant-step-closer
- https://www.barrons.com/livecoverage/nvidia-gtc-ai-conference/card/nvidia-announces-ai-model-for-humanoid-robot-development-BwT9fewMyD6XbuBrEDSp
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Executive Summary:
A photo circulating on the web that claims to show the future design of the Bhabha Atomic Research Center, BARC building, has been found to be fake after fact checking has been done. Nevertheless, there is no official notice or confirmation from BARC on its website or social media handles. Through the AI Content Detection tool, we have discovered that the image is a fake as it was generated by an AI. In short, the viral picture is not the authentic architectural plans drawn up for the BARC building.
Claims:
A photo allegedly representing the new outlook of the Bhabha Atomic Research Center (BARC) building is reigning over social media platforms.
Fact Check:
To begin our investigation, we surfed the BARC's official website to check out their tender and NITs notifications to inquire for new constructions or renovations.
It was a pity that there was no corresponding information on what was being claimed.
Then, we hopped on their official social media pages and searched for any latest updates on an innovative building construction, if any. We looked on Facebook, Instagram and X . Again, there was no information about the supposed blueprint. To validate the fact that the viral image could be generated by AI, we gave a search on an AI Content Detection tool by Hive that is called ‘AI Classifier’. The tool's analysis was in congruence with the image being an AI-generated computer-made one with 100% accuracy.
To be sure, we also used another AI-image detection tool called, “isitai?” and it turned out to be 98.74% AI generated.
Conclusion:
To conclude, the statement about the image being the new BARC building is fake and misleading. A detailed investigation, examining BARC's authorities and utilizing AI detection tools, proved that the picture is more probable an AI-generated one than an original architectural design. BARC has not given any information nor announced anything for such a plan. This makes the statement untrustworthy since there is no credible source to support it.
Claim: Many social media users claim to show the new design of the BARC building.
Claimed on: X, Facebook
Fact Check: Misleading
Introduction
Misinformation is rampant all over the world and impacting people at large. In 2023, UNESCO commissioned a survey on the impact of Fake News which was conducted by IPSOS. This survey was conducted in 16 countries that are to hold national elections in 2024 with a total of 2.5 billion voters and showed how pressing the need for effective regulation had become and found that 85% of people are apprehensive about the repercussions of online disinformation or misinformation. UNESCO has introduced a plan to regulate social media platforms in light of these worries, as they have become major sources of misinformation and hate speech online. This action plan is supported by the worldwide opinion survey, highlighting the urgent need for strong actions. The action plan outlines the fundamental principles that must be respected and concrete measures to be implemented by all stakeholders associated, i.e., government, regulators, civil society and the platforms themselves.
The Key Areas in Focus of the Action Plan
The focus area of the action plan is on the protection of the Freedom of Expression while also including access to information and other human rights in digital platform governance. The action plan works on the basic premise that the impact on human rights becomes the compass for all decision-making, at every stage and by every stakeholder. Groups of independent regulators work in close coordination as part of a wider network, to prevent digital companies from taking advantage of disparities between national regulations. Moderation of content as a feasible and effective option at the required scale, in all regions and all languages.
The algorithms of these online platforms, particularly the social media platforms are established, but it is too often geared towards maximizing engagement rather than the reliability of information. Platforms are required to take on more initiative to educate and train users to be critical thinkers and not just hopers. Regulators and platforms are in a position to take strong measures during particularly sensitive conditions ranging from elections to crises, particularly the information overload that is taking place.
Key Principles of the Action Plan
- Human Rights Due Diligence: Platforms are required to assess their impact on human rights, including gender and cultural dimensions, and to implement risk mitigation measures. This would ensure that the platforms are responsible for educating users about their rights.
- Adherence to International Human Rights Standards: Platforms must align their design, content moderation, and curation with international human rights standards. This includes ensuring non-discrimination, supporting cultural diversity, and protecting human moderators.
- Transparency and Openness: Platforms are expected to operate transparently, with clear, understandable, and auditable policies. This includes being open about the tools and algorithms used for content moderation and the results they produce.
- User Access to Information: Platforms should provide accessible information that enables users to make informed decisions.
- Accountability: Platforms must be accountable to their stakeholders which would include the users and the public, which would ensure that redressal for content-related decisions is not compromised. This accountability extends to the implementation of their terms of service and content policies.
Enabling Environment for the application of the UNESCO Plan
The UNESCO Action Plan to counter misinformation has been created to create an environment where freedom of expression and access to information flourish, all while ensuring safety and security for digital platform users and non-users. This endeavour calls for collective action—societies as a whole must work together. Relevant stakeholders, from vulnerable groups to journalists and artists, enable the right to expression.
Conclusion
The UNESCO Action Plan is a response to the dilemma that has been created due to the information overload, particularly, because the distinction between information and misinformation has been so clouded. The IPSOS survey has revealed the need for an urgency to address these challenges in the users who fear the repercussions of misinformation.
The UNESCO action plan provides a comprehensive framework that emphasises the protection of human rights, particularly freedom of expression, while also emphasizing the importance of transparency, accountability, and education in the governance of digital platforms as a priority. By advocating for independent regulators and encouraging platforms to align with international human rights standards, UNESCO is setting the stage for a more responsible and ethical digital ecosystem.
The recommendations include integrating regulators through collaborations and promoting global cooperation to harmonize regulations, expanding the Digital Literacy campaign to educate users about misinformation risks and online rights, ensuring inclusive access to diverse content in multiple languages and contexts, and monitoring and refining tech advancements and regulatory strategies as challenges evolve. To ultimately promote a true online information landscape.
Reference
- https://www.unesco.org/en/articles/online-disinformation-unesco-unveils-action-plan-regulate-social-media-platforms
- https://www.unesco.org/sites/default/files/medias/fichiers/2023/11/unesco_ipsos_survey.pdf
- https://dig.watch/updates/unesco-sets-out-strategy-to-tackle-misinformation-after-ipsos-survey
Overview:
It is worth stating that millions of Windows users around the world are facing the Blue Screen of Death (BSOD) problem that makes systems shutdown or restart. This has been attributed to a CrowdStrike update that was released recently and has impacted many organizations, financial institutions, and government agencies across the globe. Indian airlines have also reported disruptions on X (formerly Twitter), informing passengers about the issue.
Understanding Blue Screen of Death:
Blue Screen errors, also known as black screen errors or STOP code errors, can occur due to critical issues forcing Windows to shut down or restart. You may encounter messages like "Windows has been shut down to prevent damage to your computer." These errors can be caused by hardware or software problems.
Impact on Industries
Some of the large U. S. airlines such as American Airlines, Delta Airlines, and United Airlines had to issue ground stops because of communication problems. Also, several airports on Friday suffered a massive technical issue in check-in kiosks for IndiGo, Akasa Air, SpiceJet, and Air India Express.
The Widespread Issue
The issue seems widespread and is causing disruption across the board as Windows PCs are deployed at workplaces and other public entities like airlines, banks, and even media companies. It has been pointed out that Windows PCs use a special cybersecurity solution from a company called CrowdStrike that seems to be the culprit for this outage, affecting most Windows PC users out there.
Microsoft's Response
The issue was acknowledged by Microsoft and the mitigations are underway. The company in its verified X handle Microsoft 365 status has shared a series information on the latest outage and they are looking into the matter. The issue is under investigation.
In one of the posts from Microsoft Azure, it is mentioned that they have become aware of an issue affecting Virtual Machines (VMs) running Windows Client and Windows Server with the CrowdStrike Falcon agent installed. These VMs may encounter a bug check (BSOD) and become stuck in a restarting state. Their analysis indicates that this issue started approximately at 19:00 UTC on July 18th. They have provided recommendations as follows:
Restore from Backup: In case customers have available backups prior to 19:00 UTC on July 18th, they should recover VM data from the backups. If the customer is using Azure Backup, they can get exact steps on how to restore VM data in the Azure portal. here.
Offline OS Disk Repair: Alternatively, customers can attempt offline repair of the OS disk by attaching an unmanaged disk to the affected VM. Encrypted disks may require additional steps to unlock before repair. Once attached, delete the following file:
Windows/System/System32/Drivers/CrowdStrike/C00000291*.sys
After deletion, reattach the disk to the original VM.
Microsoft Azure is actively investigating additional mitigation options for affected customers. We will provide updates as we gather more information.
Resolving Blue Screen Errors in Windows
Windows 11 & Windows 10:
Blue Screen errors can stem from both hardware and software issues. If new hardware was added before the error, try removing it and restarting your PC. If restarting is difficult, start your PC in Safe Mode.
To Start in Safe Mode:
From Settings:
Open Settings > Update & Security > Recovery.
Under "Advanced startup," select Restart now.
After your PC restarts to the Choose an option screen, select Troubleshoot > Advanced options > Startup Settings > Restart.
After your PC restarts, you'll see a list of options. Select 4 or press F4 to start in Safe Mode. If you need to use the internet, select 5 or press F5 for Safe Mode with Networking.
From the Sign-in Screen:
Restart your PC. When you get to the sign-in screen, hold the Shift key down while you select Power > Restart.
After your PC restarts, follow the steps above.
From a Black or Blank Screen:
Press the power button to turn off your device, then turn it back on. Repeat this two more times.
After the third time, your device will start in the Windows Recovery Environment (WinRE).
From the Choose an option screen, follow the steps to enter Safe Mode.
Additional Help:
Windows Update: Ensure your system has the latest patches.
Blue Screen Troubleshooter: In Windows, open Get Help, type Troubleshoot BSOD error, and follow the guided walkthrough.
Online Troubleshooting: Visit Microsoft's support page and follow the recommendations under "Recommended Help."
If none of those steps help to resolve your Blue Screen error, please try the Blue Screen Troubleshooter in the Get Help app:
- In Windows, open Get Help.
- In the Get Help app, type Troubleshoot BSOD error.
- Follow the guided walkthrough in the Get Help app.
[Note: If you're not on a Windows device, you can run the Blue Screen Troubleshooter on your browser by going to Contact Microsoft Support and typing Troubleshoot BSOD error. Then follow the guided walkthrough under "Recommended Help."]
For detailed steps and further assistance, please refer to the Microsoft support portal or contact their support team.
CrowdStrike’s Response:
In the statement given by CrowdStrike, they have clearly mentioned it is not any cyberattack and their resources are working to fix the issue on Windows. Further, they have identified the deployment issue and fixed the same. Crowdstrike mentions about their problematic versions as follows:
- “Channel file "C-00000291*.sys" with timestamp of 0527 UTC or later is the reverted (good) version.
- Channel file "C-00000291*.sys" with timestamp of 0409 UTC is the problematic version.
Note: It is normal for multiple "C-00000291*.sys files to be present in the CrowdStrike directory - as long as one of the files in the folder has a timestamp of 0527 UTC or later, that will be the active content.”
The CrowdStrike will be providing latest updates on the same and advises their customers and organizations to contact their officials officially to get latest updates and accurate information. It is encouraged to refer to customer’s support portal for further help.
Stay safe and ensure regular backups to mitigate the impact of such issues.
References:
https://status.cloud.microsoft/
https://www.crowdstrike.com/blog/statement-on-falcon-content-update-for-windows-hosts/
