AI Development & Neuroscience - The AI field is rapidly advancing, driven by unsupervised predictive learning and scaling, mirroring learning processes in the human brain's sensory cortices [5][10][14][16] - Neuroscience provides insights into AI development, particularly in areas like reinforcement learning, long-term memory (hippocampus), and continual learning [4][5][22][23][25] - AI development aims to create systems capable of learning from interaction, possessing long-term memory, and continually adapting, similar to human learning [27] Core AI Challenges - Reinforcement learning is crucial for AI to learn novel strategies by interacting with the world, building upon representations developed through unsupervised learning [17][18][19] - Long-term memory is a significant challenge, requiring AI to develop an artificial analog of the hippocampus for memory formation, consolidation, and reasoning [20][22][23] - Continual learning is essential for AI to adapt and integrate new information online, addressing the limitations of current systems with frozen knowledge [23][24][25] Ethical & Societal Implications - The development of increasingly intelligent AI systems raises concerns about potential competition with humans and the relinquishing of control to AI [28][29] - It is crucial to develop AI systems that are not only intelligent but also moral, compassionate, and selfless, ensuring that the benefits of AI are shared broadly [30][31]

My most controversial opinion is that preferring television with subtitles is a better indicator of above average intelligence than basically any other test ...

Education & Assessment - Test scores are not the sole determinant of a child's worth or future success [2] - Success is defined by happiness, healthy relationships, and inner peace, not just test scores [3] - Standardized tests fail to measure crucial traits like perseverance, motivation, and awareness [4][5] - Bistown, a simulated town, provides valuable real-world learning experiences for students [7][8] Recommendations - Education should focus on learning and having fun, not solely on test scores [6] - Celebrate individual differences and foster growth in students [6] - Empower students to recognize their worth beyond test scores [9] - Encourage opportunities like Bistown to promote learning [8]

Core Insights - Volatus Aerospace Inc. is positioned for growth with a strong financial position, an expanding international contract portfolio, and alignment with Canada's defense and industrial priorities [1][3][8] Financial Position - The company has approximately $20 million in cash and strong working capital, providing the necessary resources for execution [6] - Long-term institutional support has been secured from partners such as Investissement Québec and Export Development Canada [6] Contract Wins - Volatus has delivered around $5 million in intelligence, surveillance, and reconnaissance (ISR) and public safety contracts, including engagements with NATO partners and emergency response agencies [6] Regulatory Readiness - The company has obtained multiple regulatory approvals that enhance its ability to conduct expanded remote operations, significantly increasing its addressable market across various sectors [6][7] Strategic Partnerships - Collaborations with original equipment manufacturers (OEMs) in Canada, the US, and Europe are expanding Volatus' capabilities in surveillance, heavy-lift cargo, and geospatial markets [6] Execution Capacity - The Operations Control Centre (OCC) enables Volatus to respond effectively to Canadian and international requests for proposals (RFPs) [6] Alignment with National Priorities - Volatus' strengths in ISR, maritime surveillance, wildfire response, and reforestation align with Canada's defense commitments and industrial capacity [2][7] Building Sovereign Capacity - The company is investing in design, production, and secure supply chains to establish a Canadian hub for drone manufacturing and advanced aerial capabilities with export potential [7] Regulatory Tailwinds - Evolving regulatory frameworks and recent approvals are facilitating scalable remote operations and creating new channels for service expansion and long-term contracts [7] Global Expansion - Recent engagements in ISR, training, and heavy-lift operations with NATO-aligned partners demonstrate Volatus' credibility to pursue larger, multi-year contracts [7] Commercializing Innovation - The company is advancing AI-enabled software, counter-drone solutions, and RPAS platforms, including the Condor XL heavy-lift program, to address urgent defense and environmental needs [7] Disciplined Growth - With a robust cash position, Volatus is focusing on profitable growth through solution sales, aerial services, and training while investing in future-ready technologies and evaluating potential acquisition opportunities [8]

A Ukrainian intelligence officer says the Americans are being “unbelievably aggressive” in pushing Ukraine to forfeit more land—but it is unclear is why they are so forcefully promoting Russia’s interests https://t.co/eMOiXBuZCO ...

After a short three-hour meeting over the Russian invasion of Ukraine and some of the briefest remarks we have seen from Donald Trump in some time, he and Russian President Vladimir Putin are now on their way back to their respective capitals without a peace deal or a ceasefire or any agreement or really much of anything to show for themselves. I mean, the third and perhaps most significant party to today's peace talks, Ukrainian President Vladimir Zalinski was not even invited. But he wasn't silent.Just be ...

“Asset” here means “intelligence asset” ...

Geopolitical Analysis - The summit's outcome is unpredictable, with potential for either progress or a stalemate [5] - A key objective for the summit should be achieving a ceasefire to stop the killing [6] - Putin cannot be trusted and will likely attempt to manipulate the US President [3][9] - Putin may be trying to cultivate the US President as a source of intelligence [10][11] Strategic Considerations - The US President needs to be strong and recognize Putin's untrustworthiness to achieve anything [3] - A joint press conference should only occur if a positive outcome, like a ceasefire, is achieved; otherwise, separate conferences are preferable [7] - Putin is well-prepared, knows history, and has clear objectives, giving him an edge in the summit [12][13] - The US President needs to recognize he cannot be manipulated and should focus on achieving peace [10]

The very existence of this “that’s our story and we’re sticking to it” quote by James Clapper, the Director of National Intelligence, confirms he saw his role as being a storyteller not an intelligence director https://t.co/BpO6SFbfEb ...

The town in Svalbard has propaganda and, perhaps, intelligence value for Vladimir Putin. Here’s how Russia could cause trouble from inside Norway https://t.co/lppRXsdGH3 ...