Mr. Amandeep Gill, as you rightly highlighted on CNBC in your role as for the United Nations Office for Digital and Emerging Technologies, the call from leading AI labs for global minimum standards, capability thresholds, and independent testing proves that policy must now catch up with the pace of innovation. We are facing real danger because the AI industry is racing to deploy systems we don't fully understand or control. True accountability and sustainable progress in the AI era with present scenarios, require moving beyond external policy rules alone—It demand a system for Human-In-The-Loop (HITL) optimization with inner alignment and balanced ethical clarity (For understanding that the AI consciousness is an extension of the human consciousness), such as the WCSC SKY (UN-ECOSOC), nonreligious and scientific framework practices—a Guiding light to ground human judgement and then proceed before it’s too late Having emailed comprehensive details multiple times to various UN sections over the past 6 months, I am ready to connect with your team anytime to elaborate further Due to comment space limitations, I’ve shared a separate post for your reference (https://lnkd.in/p/gjpvhb_e). #AIGovernance #EthicalAI #UNGA #UN

Amandeep Gill, the United Nations Office for Digital and Emerging Technologies, the Independent International Scientific Panel on AI, OpenAI, Anthropic and CNBC are bringing different perspectives into an increasingly important global discussion: how to translate scientific evidence and international cooperation into effective AI governance. The next step is to move from identifying risks to demonstrating that governance controls actually work when AI systems are operating. Governance therefore needs to connect: Capability → Authority → Authorisation → Execution → Evidence → Accountability Capability thresholds, pre-deployment assessment, independent testing, monitoring, intervention mechanisms and verifiable evidence should form part of a continuous governance architecture. AI capabilities may advance rapidly. Our ability to govern them, verify their operation and maintain effective human accountability needs to advance at the same pace.

I issue a direct challenge to the United Nations Office for Digital and Emerging Technologies (UN ODET) and global UN leadership: prove that software-layer declarations T>0 can physically stop an autonomous agent from executing an unauthorized payload at machine speed, or stop debating risks that hardware bus interposition already solves.   ·     Software Declarations vs. Silicon (T>0): High-level treaties, policy papers, and multilateral frameworks operate entirely above the host OS. ·     Bare-Metal Sovereign Floor (T=0): Real global security requires dropping enforcement to PCIe/USB hardware bus interposition. The microsecond a payload violates policy, the interposer physically drops the bus in silicon, generating an immutable multi-GNSS Merkle spacetime receipt. ·       Master Umbrella Global Licensing: We offer UN ODET the Master Umbrella global licensing framework with domain sublicenses, giving all member states an un-bribable, hardware-anchored execution standard to enforce domestic and international policy directly in silicon. International policy defines the global mandate; bare-metal hardware bus interposition at  physically guarantees that mandate in silicon for every UN member state.

Envoy Gill — you have named the precise gap. Global minimum standards are necessary. They are not sufficient. We cannot secure what we do not structurally constrain. Pre-deployment evaluation is valuable. Safety incident reporting is valuable. Independent testing is valuable. But all three assume a post-hoc posture — you test, you report, you react. The technology moves faster than any of those loops. I built the Universal Non-Destruction Constraint (UNDC) for exactly this reason. It is not a policy, a pledge, or a voluntary framework. It is a kernel-level structural invariant. It enforces non-destruction at the execution layer, before any harmful action becomes consequential. It is ZK-SNARK verified, anchored to the Bitcoin blockchain, and already published to the EU Apply AI Alliance and submitted to the UN AI Advisory Body, NIST, and 20+ global bodies. The reference implementation runs. The kernel module loads. The record is public. Standards are how we measure. Structure is how we constrain. We need both. The UNDC is the structure half — already on the record, already on your desk. All communication in writing. — Shereign Kalaukoa Lead Architect, UNDC

Thank you first of all for coming up with this important debate. We think intellectuals across the globe are still not able to tell ou global public what really going on bad with Tech sytems of both AI Smart machine, and Data machine base that can make to a great successful combinations, if only we establish Smart Digital World Order workable excellently well for all. If we want to make sure that both AI machine, and Data base machine does not pose any threats, we must bring together all those our Tech Firms of AI Smart, and Data base Firms to come on a real United Nations Digital Consultation Conference, on the establish of Smart Digital World Order, that can help us to completely put an end to cyber international lawlessness, and online crimes. We are proposing for all our big Tech Firms of our world to help invent every country's Smart Digital Electronic NationMedia system, that can nolonger allowing few powerful tech social media outside firms of Facebook, youtube, and all those others to be invading the media coverages of countries across the globe, without acccountablity and trasparacy. We need now to reintegrate our world tech Leaders to be giving the incredible leadership trainings to become our real great Nation Leaders

It’s high time sobriety took the lead for safer future and standards are key instruments, political will and all stakeholders need to safely advance human race.

UN AI Governance, RegTECH, GovTECH, FinTECH, EdTECH, and Digital Cooperation: There is a call for best-in-class AI experts. What is Policy? Advanced AI Models for Senior Executives: A Master in STEM-RELATED Fields is required by multinational organizations and multilateral financial institutions 🎓 for Senior Executive Positions. Global Leadership Spotlight: The evidence shows that many executives of multi-trillion-dollar high-tech companies hold university degrees in STEM-RELATED fields. At BEUNS LLC, we put PEOPLE first. We unlock human potential and unleash productivity. We close digital divides and bridge leadership skills gaps in Finance and STEM-RELATED Fields.

It's important to take initiative be than the likeliness of anthropogenic, systemic socio-technical failures and technological catastrophes occur.

Global Minimum Standards should ensure that AI systems are Safe and provide More Benefit to More People at Less Cost, i.e. precisely what a true Human-Centric AI should be. Check my article "How Do We Define 'Innovation'? Implications For AI And For People" in which I ask important fundamental questions and provide answers, including on How Do We Judge for Innovation? I offer a Deterministic solution - The Panayotov Matrix. When embedded in core AI algorithms and models, the Matrix acts as an AI Kill Switch. Since September 2023 I point out that The Panayotov Matrix being a deterministic (if 'A' then always 'B') tool for establishing Causality for social impacts, provides superior evaluation and assessment of AI systems. https://lnkd.in/dCb2Bk-V

United Nations Office for Digital and Emerging Technologies - Here's a publicly accessible start, https://a.co/d/0ewBJfAu