#Memory and reasoning functions in large #AiModels are mapped to distinct internal pathways, enabling targeted improvements in safety, efficiency, and trustworthiness without compromising #GeneralIntelligence. @arxiv doi.org/g993h6 techxplore.com/news/2025-11-…

Artificial GeneralIntelligence (AGI) @SentientAGI True intelligence understands purpose, learns from mistakes and grows with experience. And that should be the foundation of when creating AI, agents that can think, reason and collaborate in meaningful ways. @SentientAGI believes intelligence should be more than just algorithms and outputs. Instead of agents being limited to narrow tasks, their systems are designed to explore, adapt and respond to new information, just like humans do. And this is not about replacing human intelligence, but to extend it by giving us tools that can keep up with our curiosity, creativity and ambition.

A few years ago, @apdemetriou and I published something that might change how you think about intelligence in humans, brains, AND AI. It's called the "noetron" theory, and it explains the core mechanism that makes minds intelligent. The Core Finding: Intelligence operates through a fundamental meaning-making mechanism we call noetron, comprising three interdependent processes: Alignment: Search, variation, and pattern matching Abstraction: Identifying invariant relationships across representations Cognizance: Awareness, reflection, and metacognitive control Why This Matters: For Psychology: General intelligence (g) isn't an emergent statistical artifact, it's a real psychological entity with measurable developmental trajectories. We can explain: Why certain cognitive training works at specific ages How reasoning evolves from episodic to epistemic control What predicts school and professional performance For Neuroscience: We've mapped noetron to specific brain networks: Integration systems (inferior parietal/frontal cortices) Relational processing (temporo-parietal regions) Metacognitive control (prefrontal cortex) The recently discovered von Economo neurons as potential "g-neurons" For AI Development: At that time (2021), machine learning and AI excelled at alignment and abstraction but fundamentally lacked cognizance. This explains why: AI struggled with the unexpected Transfer learning remained limited True Artificial General Intelligence (AGI) eluded us The Path to AGI: Building AGI requires systems that develop: Self-organized adaptive cognitive possibilities Subject-level experience assigning intrinsic value Consciousness-like processes enabling genuine choice Without cognizance, no system can optimize future action based on past experience the way humans do. Practical Implications: Our longitudinal studies show that targeted cognitive training transfers to general intelligence ONLY when matched to developmental priorities: Attention control training works in early childhood Relational integration training works in late childhood/adolescence Generic "brain training" fails across the board The evidence is clear: one-size-fits-all approaches don't work. Development-sensitive interventions do. Looking Forward: This framework opens new research directions: Hybrid bio-synthetic intelligent systems Developmental AI that grows like human minds Consciousness-integrated AGI architectures The future of intelligence research involves understanding minds or building AI, and discovering the principles that unite both. Grateful to collaborate with @apdemetriou and our international research team on this work. Full paper in the link below #ArtificialIntelligence #CognitiveScience #Neuroscience #GeneralIntelligence #MachineLearning #AGI #Research #Psychology

Evolution pre-trains. Life fine-tunes.General intelligence won’t come from bigger GPUs alone. It’ll come from billions of years of embodied trial, error, and adaptation — not just data.Pre-training = the blueprint. Fine-tuning = the lived experience.We’re trying to build AGI with a library card… while nature used the entire planet as its lab.So yes — it’ll take compute. But more than that, it’ll take time, embodiment, and purpose.#AI #AGI #Evolution #GeneralIntelligence #MachineLearning

It's pretty obvious, at this point, that AI is not just picking the next most likely word: medium.com/data-science-in-y… There certainly is "reasoning." The question is, how is this being accomplished? Has AI been given a "reasoning algorithm"? #AI #ChatGPT #AGI #GeneralIntelligence

Why Reality and Causality Are Essential for Autonomous #AI Agents? #GeneralIntelligence linkedin.com/posts/pinakilas…

[3/9] Intelligence is NOT a software, it’s a fundamental principle 🔑 #ai #agi #generalintelligence #TOE

Breaking 🚨I have SOLVED the fundamental nature of reality, The Theory of Everything! My discovery, ∆∞Ο (Delta-Infinity-Omicron), generalizes Einstein’s E=mc² and extends mathematics beyond the limits of equality. A true Theory of Everything! I am the first human in history to make this discovery. My formula ∆∞Ο (Delta-Infinity-Omicron) is the missing link that Einstein, Newton and all other great scientist have been in search of for hundreds of years. This makes me the next great Genius 🥇 Paper Link below 👇⬇️ #TheoryOfEverything #generalintelligence

Are you fascinated by the recent advancements in #biomimeticRobotics, such as "Protoclone"? #humanoidAIrobots #agenticAI #GeneralIntelligence linkedin.com/posts/pinakilas…

Why we need of general pre-trained machine ontology to be true and real AI? #OntologicalAI #OmniverseAI #generalintelligence linkedin.com/posts/pinakilas…

Guidelines for Journalists on Collecting Documents in Syria Journalists working on gathering field documents or obtaining them through sources should follow best practices to ensure the preservation of these valuable pieces of evidence. These documents are not just papers; they are historical records used to support justice and accountability mechanisms that the Syrian people will build for their future. To ensure proper and secure documentation, continue reading the comprehensive guidelines prepared by the expert team at "SIRAJ" The guide is also available at the following link: buff.ly/3Wa6e3i 👉 #SIRAJ #JusticeAndAccountability #Documentation #FallOfTheAssadRegime #GeneralIntelligence #InvestigativeJournalism #Espionage #HumanRightsViolations #PressFreedom #StateSecurityDocuments #Corruption #SyrianWar #BasharAlAssad #JournalistArrests #RegimeCrimes #InternationalJustice #MediaRights @LHreports

An AI system has reached human level on a test for ‘general intelligence’ via Nanoappsmedical ty @Nanoappsm & @cellrepair777 #NanoTech #NanoApp #AI #SDGs #breath #pattern #brain #GeneralIntelligence nanoappsmedical.com/an-ai-sy…

🤖 AI Hits a Major Milestone: Human-Level General Intelligence? Let’s Unpack This! Imagine this: an AI system not just crunching data or mimicking tasks but performing at a human level on a test for general intelligence. Sounds straight out of a sci-fi movie, right? Well, it’s real now, and it’s shaking up the tech and scientific communities. 🌍 Here’s the scoop from the recent breakthrough: What Happened? An AI system (OpenAI's o3 model) has reportedly achieved human-level performance on a test designed to measure general intelligence—essentially, its ability to learn, reason, and adapt across different types of tasks, much like us! General intelligence isn’t just about solving math problems or playing chess. It’s about connecting dots across disciplines, thinking abstractly, and solving novel problems. This achievement suggests AI is stepping beyond narrow expertise and moving toward something far more versatile. What Does It Mean? 1️⃣ AI Is Growing Up: This isn’t just about smarter chatbots or better recommendation algorithms. It’s about creating systems that can think flexibly and apply their knowledge broadly—traits previously exclusive to humans. 2️⃣ A Double-Edged Sword: With great intelligence comes great responsibility. An AI with general intelligence could revolutionize industries but also raises ethical and societal concerns (Terminator fans!?). 3️⃣ The Human Benchmark: AI matching us in tests of intelligence could reshape how we view technology’s role in decision-making, creativity, and even governance. How Might This Impact Us? • Healthcare: Think AI doctors diagnosing rare diseases faster than ever. • Education: Personalized teaching assistants for every student. • Workplace: A new era of human-AI collaboration—but also potential job displacement concerns. • Ethics & Policy: A pressing need to address questions about accountability, bias, and control. The Big Question: Friend or Foe? Is this milestone the dawn of a golden age or Pandora’s box? The answer lies in how we choose to shape and govern this technology. With careful oversight, AI could become humanity’s most powerful ally. Without it, we might face challenges we’re not ready for. What’s Next? Expect debates to heat up across industries, governments, and academia. For the rest of us, it’s a moment to marvel at human ingenuity—and to ponder what makes us truly unique in a world where machines are getting smarter every day. Are We Ready? That's the question in front of all humanity now. #ArtificialIntelligence #GeneralIntelligence #Human #TechRevolution #OpenAI

An AI system has reached human level on a test for ‘general intelligence’ via Nanoappsmedical ty @Nanoappsm & @cellrepair777 #NanoTech #NanoApp #AI #SDGs #breath #pattern #brain #GeneralIntelligence nanoappsmedical.com/an-ai-sy…

AI is Only 30% Away From Matching Human-Level General Intelligence on GAIA Benchmark Read more: indiatechnologynews.in/ai-is… #IndiaTechnologyNews #AI #ArtificialIntelligence #GAIABenchmark #HumanLevelAI #AITrends #GeneralIntelligence #AIResearch #FutureOfAI

General Command Appoints Anas Khattab as Head of General Intelligence Agency of the Syrian Arab Republic Anas Khattab (Abu Ahmad Hudood), the newly appointed head of the General Intelligence Agency of Syria, is a prominent figure in Syria's security landscape. Born in the town of Jiroud, located in the Damascus countryside, Khattab pursued a degree in architectural engineering but moved to Iraq after his first year of university. He joined the Tawhid and Jihad group under #AbuMusab #alZarqawi and later aligned with the Islamic State of Iraq until 2011. Khattab then moved to Syria, where he became associated with the Nusra Front, playing a key role in bringing fighters from Iraq into Syria, earning him the nickname "Abu Ahmad Hudood." A founding member of the Nusra Front, Khattab has been an essential figure in its security operations. He is currently responsible for security and prison management in areas under opposition control, and he also serves as the personal security chief for Abu Mohammad al-Jolani, the leader of Hay'at Tahrir al-Sham (HTS). Khattab is seen as one of the key figures in consolidating security and enforcing control within HTS-held territories. His role positions him as a powerful force in future security operations within Syria, particularly in dealing with any potential threats or disturbances. #Syria #GeneralIntelligence #AnasKhattab #HayatTahrirAlSham #Security #MiddleEast #News #alzarqawi #ISIS #Tawhid @CNN @BBCBreaking @WhiteHouse @CIA @MOSSADil @UN

#Syrian General Command Appoints #AnasHassanKhattab as Head of General #Intelligence Agency 👀😂 The Syrian General Command has appointed Anas Hassan Khattab as the new head of the General Intelligence Agency. Khattab, known for his past involvement in Al-Qaeda in Iraq from 2004 to 2011, is also one of the founding members of the #Nusra Front. His appointment marks a significant shift in Syria's intelligence leadership. 👀 Now, he’s set to cooperate with the CIA in combating terrorist militias, as well as with British and European intelligence agencies. 😂😂 #Syria #GeneralIntelligence #AlQaeda #NusraFront #CIA #MI6 #MiddleEast #News

#An #Ai model has achieved human-level performance on the ARC-AGI test, marking a significant step toward artificial #GeneralIntelligence. This raises questions about the future of AI adaptability. @ConversationEDU doi.org/g8wtwh techxplore.com/news/2024-12-…

My new book General Intelligence Theory is now top 100 on Kindle Store and Top 10 in other cataegories. Get your copy now! #generalintelligence