BRN Discussion Ongoing

Frangipani

Regular
Interesting that the image of Intel Loihi appears in a USB form factor. Wasn’t aware Intel reduced Loihi down to this size. Last I checked it fit in a brief case 😝

FYI: Loihi has been available for research in a USB form factor (aka Kapoho Bay) for more than five years… In early 2022, the NASA Ames Research Center even launched one of them into Low-Earth Orbit in that silvery spacesuit, aboard a 3U CubeSat.



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An IoT, AI/ML-driven, highly-scalable, real-time network defense & threat intelligence tool with CPU, GPU or low-power neuromorphic chip deployment

At-the-edge Neuromorphic Processing
  • Two offerings from the leading neuromorphic developers: Intel and Brainchip
  • Small form factor, magnitudes less power consumption than GPU
  • On-chip learning for deployment network specific attack detection
An image showing Intel Loihi

Intel Loihi
A Brainchip Akida

Brainchip Akida

FYI: Loihi has been available for research in a USB form factor (aka Kapoho Bay) for more than five years… In early 2022, the NASA Ames Research Center even launched one of them into Low-Earth Orbit in that silvery spacesuit, aboard a 3U CubeSat.



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Thanks Frangipani,

Upon review of your post I concur that Intel have in fact presented to the market a Loihi option in the form of a USB “for research” only. How that compares to Akida I’m not sure. I am not still not aware if it commercially available. I should have been more specific in my statement. Apologies. My post was referring to a commercial offer of service.

Therefore, if Cybernuro is making an offering of cyber security to the market now, which commercially available low power neuromorphic chip in USB form factor would they make that offering on?
 
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Bravo

If ARM was an arm, BRN would be its biceps💪!
Goodness me! What have we here?!!!!

The below article includes quotes from Steven Meier of the Naval Research Centre.The importance of what this might mean to us can be further ascertained in light of the collaboration between the AFRL and the NRL, as is outlined in this extract from the 2023 Space Symposium..


EXTRACT

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Pentagon

Power generation challenges could overshadow Stargate AI initiative​

By Courtney Albon
Saturday, Jan 25, 2025

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President Donald Trump and AI industry leaders and investors on Tuesday unveiled a five-year, $500 billion initiative to boost AI development in the U.S. (Julia Demaree Nikhinson/AP)
While the Defense Department is likely to benefit from OpenAI’s announcement this week that it would invest half a trillion dollars to build new artificial intelligence data centers around the country, Pentagon officials warned that the U.S. lacks the energy resources and computing power to support the new infrastructure — and solving that problem won’t be easy.
OpenAI announced the project, dubbed Stargate, on Tuesday, pledging an initial $100 billion — plus another $400 billion over the next five years — to build new AI infrastructure across the U.S. and create “hundreds of thousands of American jobs” in the process. Early funders include Softbank, OpenAI, Oracle and MGX — a technology investment firm based in the United Arab Emirates — and OpenAI will partner with Oracle, Microsoft, Arm and NVIDIA on technology development.


During a press conference Tuesday at the White House, President Donald Trump called the effort a “monumental undertaking” and said the White House would support the project, in part, through issuing emergency declarations, though he didn’t expand on details.
The Defense Department has an ambitious vision for using AI across a range of military missions, including data collection, intelligence analysis, campaigning and logistics. But running those tools and applications takes more computing power and space than DOD has access to.
Roy Campbell, deputy director of advanced computing in the Office of the Undersecretary of Defense for Research and Engineering, said Thursday that many times, bases outside of the U.S. don’t have the computing power they need to retrain new AI tools.

“In some cases, for you to be able to handle a situation a forward operating base can’t handle, you have to kick that back to [the continental United States] and use the DOD supercomputing centers that we have there,” he said during a panel at the Potomac Officers Club’s annual Research and Development Summit in McLean, Virginia.
Jeff Waksman, who’s leading an effort in the Pentagon’s Strategic Capabilities Office to develop a mobile nuclear reactor, said the strain that technologies like AI and high-power computing place on the electric grid raises questions about who should have access to data and how to mitigate the risk of blackouts.
“This is not a problem that industry or the DOD can figure out by itself. It’s about the nation’s grid as a whole,” said Waksman, who spoke on a panel with Campbell. “It’s probably the most underrated challenge of this huge $500 billion announcement.”
Waksman’s nuclear reactor program, known as Project Pele, offers one answer to that challenge: using nuclear power to source energy for AI computing.

The effort, initiated in 2019, aims to demonstrate the first-ever U.S. prototype of a portable nuclear reactor within five years. The mobile reactor, which the department estimates could deliver one to five megawatts of electrical power over a minimum three-year operating life, would support DOD’s growing energy needs by providing power to austere locations.
The Pentagon broke ground at the Project Pele test site at the Idaho National Laboratory last September and plans to begin assembling the reactor — built by BWXT Advanced Technologies — as soon as next month. The department aims to demonstrate the technology in 2026.
“It’s going to be the first generation portable nuclear reactor built anywhere in the world, outside of China,” Waksman said. “It’s very much not a paper project anymore.”
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Another potential solution to the AI power problem is making processors more effective at crunching data. Steven Meier, associate director of space technology at the Naval Research Center, said his lab is exploring the use of more efficient neuromorphic processors that can be 100 times more efficient than a standard processor. Essentially, neuromorphic processors take up less space, work faster and use less energy.
“There’s huge gains to be made in terms of neuromorphic processors making AI and [machine learning] more accessible on autonomous vehicles of all shapes and sizes,” Meier said at the conference.



 
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Quercuskid

Regular
Up and running!
 
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Bravo

If ARM was an arm, BRN would be its biceps💪!
EXTRACT FROM BELOW ARTICLE


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The Stargate Project: A $500 Billion Investment in U.S. AI Infrastructure​

ByteBridge

ByteBridge
·
Jan 22, 2025

https://medium.com/m/signin?actionU...a6---------------------clap_footer-----------

Introduction​

The field of artificial intelligence (AI) has seen unprecedented growth and investment in recent years, with the latest development being the groundbreaking Stargate Project announcement. This report provides an overview of current AI infrastructure investments and collaborations among leading tech companies, with a special focus on the newly announced Stargate initiative. This research was solely done and written by Kompas AI

The Stargate Project​

Overview​

The Stargate Project represents a groundbreaking AI infrastructure initiative:
  • A $500 billion investment announced in January 2025
  • A collaborative effort between OpenAI, Oracle, NVIDIA, and SoftBank
  • Focused on developing next-generation AI infrastructure across the United States

Key Partners and Roles​

  • OpenAI:
    - Contributing AI technology expertise, advanced models, and ethical AI development
    - Developing large language models and reinforcement learning algorithms
    - Ensuring responsible AI deployment and addressing bias in AI systems
  • Oracle:
    - Providing cloud infrastructure, data center capabilities, and database management systems
    - Implementing role-based access control systems for secure data handling
    - Optimizing database performance for AI workloads
  • NVIDIA:
    - Supplying cutting-edge GPU technology and AI accelerators
    - Designing custom ASICs and FPGAs for AI-specific tasks
    - Developing scalable software frameworks for distributed AI computing
  • SoftBank:
    - Leading the investment strategy, international coordination, and business development
    - Facilitating partnerships with global tech companies and research institutions
    - Identifying potential applications across various industries

Technological Advancements and Projected Milestones​

The Stargate Project aims to achieve several key technological breakthroughs:
  1. Development of exascale AI computing systems
    - Milestone: Achieve 1 exaflop performance by 2027
    - Challenge: Addressing energy efficiency and heat dissipation
    - Solution: Implementing advanced cooling systems and optimizing power usage
  2. Creation of advanced neural architectures
    - Milestone: Deploy models with 1 trillion parameters by 2028
    - Challenge: Managing computational resources and training time
    - Solution: Utilizing distributed training across multiple data centers
  3. Implementation of quantum-inspired algorithms
    - Milestone: Demonstrate 100x speedup in optimization tasks by 2029
    - Impact: Enhancing problem-solving capabilities in finance, logistics, and drug discovery
    - Challenge: Bridging the gap between quantum principles and classical hardware
    - Solution: Developing hybrid quantum-classical algorithms
  4. Establishment of a nationwide, high-bandwidth, low-latency network
    - Milestone: Complete network infrastructure by 2030
    - Expected benefits:
    1) Enabling real-time collaboration on large-scale AI projects
    2) Facilitating seamless data sharing between research institutions
    3) Supporting edge AI applications with minimal latency
    - Implementation strategy:
    1) Leveraging existing fiber-optic infrastructure
    2) Deploying advanced 5G and future 6G technologies
    3) Establishing regional AI computing hubs connected via high-speed links

Addressing Exascale AI Computing Challenges​

  • Scalability: Developing AI frameworks that efficiently utilize millions of cores
  • Fault tolerance: Implementing robust error detection and correction mechanisms
  • Data management: Creating advanced data pipelines for efficient processing of exabytes of information
  • Algorithm adaptation: Redesigning AI algorithms to exploit massive parallelism
By integrating the expertise of each partner and addressing these challenges, the Stargate Project aims to revolutionize AI infrastructure and accelerate technological advancements across multiple domains.

Investment Allocation​

The $500 billion investment will be distributed across various phases and components:

40% ($200 billion) for hardware infrastructure:​

  • Advanced GPUs and TPUs from NVIDIA and Google
  • Custom ASICs for specific AI applications
  • High-performance FPGAs for reconfigurable computing
  • Exascale-capable CPUs and high-bandwidth memory systems
  • Cutting-edge networking equipment for low-latency communication
  • State-of-the-art cooling systems and power supply unit

30% ($150 billion) for software development and AI model training:​

  • $50 billion for large language models and natural language processing
  • $40 billion for computer vision and image recognition systems
  • $30 billion for reinforcement learning and autonomous systems
  • $20 billion for AI in healthcare and personalized medicine
  • $10 billion for AI applications in finance and climate change

15% ($75 billion) for research and development of new AI technologies:

  • Explainable AI (XAI) and AI ethics
  • Quantum AI and integration with classical systems
  • Advanced neural architectures and neuromorphic computing
  • AI for edge computing and Internet of Things (IoT)
  • Cognitive AI and artificial general intelligence (AGI) research

10% ($50 billion) for talent acquisition and workforce development:​

  • Global recruitment initiatives for diverse AI talent
  • Partnerships with top universities and research institutions
  • Establishment of AI-focused training centers and bootcamps
  • Development of online learning platforms for AI education
  • Creation of mentorship programs and internship opportunities

5% ($25 billion) for regulatory compliance and ethical AI governance:​

  • Implementation of robust data privacy and security measures
  • Development of AI auditing and certification processes
  • Creation of ethical AI guidelines and governance frameworks
  • Establishment of AI ethics review boards and oversight committees
  • Collaboration with policymakers on AI regulation and standards
This detailed and comprehensive report was exclusively prepared by Kompas AI. AI-powered writing tools help generate similar high-quality reports quickly.

Project Timeline​

The Stargate Project is set to unfold over the next decade:

2025–2027: Initial infrastructure deployment and baseline model development​

  • Establishment of primary data centers and computing clusters
  • Development and training of foundational AI models
  • Implementation of core ethical AI frameworks and governance structures
  • Launch of talent acquisition and workforce development programs

2028–2030: Scaling of computing capacity and introduction of advanced AI applications​

  • Expansion of infrastructure to achieve exascale AI computing capabilities
  • Deployment of advanced AI applications across various industries
  • Integration of explainable AI techniques in all major AI systems
  • Establishment of nationwide high-bandwidth, low-latency AI network

2031–2035: Integration of quantum computing elements and nationwide network completion​

  • Implementation of quantum-inspired algorithms for complex problem-solving
  • Development of hybrid classical-quantum AI systems
  • Full integration of quantum computing with AI infrastructure
  • Completion of a secure, nationwide quantum-enabled AI network
This research is solely done and written by Kompas AI

Challenges and Risks​

Several potential obstacles have been identified for the Stargate Project:
  1. Data Privacy and Security:
    - Implementation of advanced encryption protocols for data transmission and storage
    - Strict access controls and multi-factor authentication for all systems
    - Regular security audits and penetration testing
    - Compliance with international data protection regulations (e.g., GDPR, CCPA)
  2. Environmental Impact:
    - Significant energy consumption from large-scale computing infrastructure
    - Mitigation strategies include:
    1) Transition to 100% renewable energy sources for all data centers
    2) Implementation of advanced cooling technologies (e.g., liquid cooling)
    3) Optimization of AI algorithms for energy efficiency
    4) Investment in carbon offset projects
  3. Regulatory Challenges:
    - Varying AI regulations across states and countries
    - Establishment of a dedicated legal team to navigate complex regulatory landscapes
    - Proactive engagement with policymakers to shape AI governance frameworks
    - Development of flexible AI systems adaptable to different regulatory requirements
  4. Job Displacement:
    - Empirical evidence suggests significant impact in sectors like manufacturing and retail
    - Mitigation strategies include:
    1) Large-scale reskilling and upskilling programs for affected workers
    2) Collaboration with educational institutions to align curricula with future AI workforce needs
    3) Investment in AI-human collaboration technologies to augment rather than replace human workers
    4) Support for entrepreneurship and new job creation in AI-related fields
  5. Advanced AI System Risks:
    - Potential for unintended consequences or misuse of powerful AI systems
    - Risk mitigation measures include:
    1) Robust testing and validation protocols for all AI models
    2) Implementation of explainable AI techniques to enhance transparency
    3) Establishment of an AI ethics board to oversee development and deployment
    4) Regular risk assessments and contingency planning

Impact on AI Industry and Related Sectors​

The Stargate Project is anticipated to have wide-ranging impacts:
  1. Acceleration of AI Research and Development:
    - Breakthroughs expected in:
    1) Natural language processing
    2) Computer vision
    3) Reinforcement learning
    4) Creation of new markets for AI-powered products and services
    5) Potential disruption of traditional industries

    - Fostering innovation in sectors such as:
    1) Autonomous vehicles
    2) Smart home technologies
    3) Personalized digital assistants
  2. Industry Transformation:
    a. Healthcare:
    - Enhanced diagnostic accuracy
    - Personalized treatment plans
    - Improved early disease detection

    b. Finance:
    - Advanced fraud detection
    - Automated trading systems
    - AI-powered personalized financial advice

    c. Manufacturing:
    - Predictive maintenance
    - Optimized supply chains
    - Enhanced production processes through AI-powered robotics and IoT integration
  3. United States as a Global Leader:
    - Establishment of cutting-edge AI data centers
    - Development of advanced computing facilities across multiple states
    - Potential for breakthrough discoveries using quantum-inspired algorithms in:
    1) Drug discovery
    2) Materials science
    3) Cryptography
  4. Addressing Global Challenges:
    - Optimizing energy consumption
    - Improving climate forecasting
    - Enhancing environmental monitoring for climate change mitigatio
    - Advancing early disease detection and outbreak prediction
    - Supporting personalized medicine through AI-driven health monitoring systems
  5. Economic Impact:
    - Significant contribution to the global AI market (Expected to reach $190.61 billion by 2025)
    - Creation of numerous high-skilled technology jobs
    - Driving economic growth across AI-related sectors

Impact and Future Prospects​

The Stargate Project is anticipated to generate significant economic and technological impacts:
  1. Job Creation:
    - Thousands of high-skilled technology positions
    - Development of new technology corridors across multiple states
  2. Enhanced AI Capabilities:
    - Improved research and development infrastructure
    - Focus on building state-of-the-art AI data centers
    - Development of advanced computing facilities
    - Establishment of strategic AI research hubs
  3. Market Projections:
    - 75% of enterprises expected to adopt AI by 2027
    - Companies implementing AI engineering practices projected to outperform peers by 25% by 2026
These advancements are poised to drive innovation and competitiveness in the AI sector, potentially reshaping industries and technological landscapes across participating regions.

Conclusion​

The announcement of the Stargate Project marks a historic moment in AI infrastructure development, representing the largest private sector investment in AI infrastructure to date. This initiative, combined with existing investments from major tech companies, signals a transformative period in AI technology development and implementation.

References​

  1. Trump announces up to $500 billion in private sector AI infrastructure investment




 
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toasty

Regular
So yet another correction to an ASX submission. The continued mistakes/corrections is simply not good enough and does nothing to create an aura of professionalism around the company. Sean should be reviewing each and every submission before its goes to the regulator to ensure it is correct. Pick up your game SH!!
 
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Galaxycar

Regular
At next AGM i just ask one simple thing before you vote remember these quotes from our failing CEO, The large imminent deal.The large Defence contact we are about to sign. I wonder what happened to both of those??? Trust in a CEO for a investor is the most important aspect, If we don’t have it and we don’t it’s time to vote him out. Sean is the little guy who cries wolf,it’s got to the stage everytime he opens his mouth the stock falls. As a new investor it’s not a good look, He is like a politician speaking about fixing crime just before an election,you know it’s all bush’s hit and that’s why you don’t vote for them. Please don’t listen to his shit no longer vote him out. We as investors will own 1/10th of this company it will be diluted that much before they turn a profit.He states he knows when the revenue will flow. Sean your full of shit!!! If it don’t happen before AGM and it can’t we just had the dismal 4th year in a row snapshot of nothing. Time is up ANOTHER STRIKE INBOUND. TIME TO GO SEAN.
 
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Gazzafish

Regular
At next AGM i just ask one simple thing before you vote remember these quotes from our failing CEO, The large imminent deal.The large Defence contact we are about to sign. I wonder what happened to both of those??? Trust in a CEO for an investor is the most important aspect, If we don’t have it and we don’t it’s time to vote him out. Sean is the little guy who cries wolf,it’s got to the stage everytime he opens his mouth the stock falls. As a new investor it’s not a good look, He is like a politician speaking about fixing crime just before an election,you know it’s all bush’s hit and that’s why you don’t vote for them. Please don’t listen to his shit no longer vote him out. We as investors will own 1/10th of this company it will be diluted that much before they turn a profit.He states he knows when the revenue will flow. Sean your full of shit!!! If it don’t happen before AGM and it can’t we just had the dismal 4th year in a row snapshot of nothing. Time is up ANOTHER STRIKE INBOUND. TIME TO GO SEAN.
My understanding is that another strike would dissolve the board but Sean remains. Happy to be wrong here .
 
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Rskiff

Regular
So yet another correction to an ASX submission. The continued mistakes/corrections is simply not good enough and does nothing to create an aura of professionalism around the company. Sean should be reviewing each and every submission before its goes to the regulator to ensure it is correct. Pick up your game SH!!
@toasty I have to agree with you. Whoever is responsible for the overlooking these announcements filed need to up their game or be replaced as it is not a good look. If the company wants to appear professional, then this is a critical area to be addressed, not hard!
 
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Slade

Top 20
At next AGM i just ask one simple thing before you vote remember these quotes from our failing CEO, The large imminent deal.The large Defence contact we are about to sign. I wonder what happened to both of those??? Trust in a CEO for a investor is the most important aspect, If we don’t have it and we don’t it’s time to vote him out. Sean is the little guy who cries wolf,it’s got to the stage everytime he opens his mouth the stock falls. As a new investor it’s not a good look, He is like a politician speaking about fixing crime just before an election,you know it’s all bush’s hit and that’s why you don’t vote for them. Please don’t listen to his shit no longer vote him out. We as investors will own 1/10th of this company it will be diluted that much before they turn a profit.He states he knows when the revenue will flow. Sean your full of shit!!! If it don’t happen before AGM and it can’t we just had the dismal 4th year in a row snapshot of nothing. Time is up ANOTHER STRIKE INBOUND. TIME TO GO SEAN.
You can suck my old boy.
 
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Bravo

If ARM was an arm, BRN would be its biceps💪!
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EXTRACTS ONLY

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