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The Path to Robust deAGI | Ben Goertzel SCaLE 23x

The Path to Robust deAGI asks what it would take to build artificial general intelligence that is both powerful and structurally aligned with human flourishing—not just steered by after‑the‑fact safety patches. Ben Goertzel, CEO of SingularityNET and a founding member of the Artificial Superintelligence (ASI) Alliance, will outline how a decentralized, token‑coordinated ecosystem—combining ASI: Chain, Hyperon AGI, and community‑owned GPU clouds—can prevent AGI from being captured by any single corporation or state.

Goertzel will contrast centralized AGI roadmaps with a deAGI approach that bakes openness, diversity of values, and economic inclusion into the architecture itself, drawing on ideas like pluralistic training data, interoperable agent networks, and on‑chain governance of key system upgrades. He will also discuss technical milestones toward “robust” deAGI—modular cognitive architectures, decentralized marketplaces for AI services, and verification mechanisms that let communities audit and constrain AGI behavior—framing them as concrete steps toward an AGI that advances joy, growth, and choice for all rather than amplifying existing power imbalances.

Overview of Kwaai.
Kwaai is a registered 501©3 non-profit organization and open source AI research and development lab. Its mission is to democratize artificial intelligence by building open source Personal AI systems that prioritize user privacy, data ownership, and transparency. Kwaai operates as a volunteer-based initiative and invites technologists, researchers, policy experts, and community members to join its efforts.

What is Personal AI?
Kwaai’s vision of Personal AI is an assistant that users own and control. This AI:

Is trained on the user’s own data and experiences.

Runs locally on personal devices or on a peer to peer fabric, without requiring a SaaS subscription.

AI, Quantum And The New Cybersecurity Framework Imperative

Understanding these technologies through the lens of resilience, rather than just innovation, is critical for cybersecurity leaders planning for the coming decade.

The key cybersecurity issue of the coming decade will not prevent every breach. It will be about maintaining trust and resilience in an age of increasing digital interdependence.

Organizations that embrace adaptive risk management, quantum preparedness, responsible AI governance, and resilience-by-design will be well-positioned to succeed in the Acceleration Era. The future belongs not only to the most inventive but also to the most trustworthy and resilient businesses.

Anthropic Just Warned Everyone About Claude (It’s Evolving)

Anthropic just published a major warning about AI self-improvement, and the numbers behind it are hard to ignore. Claude is now writing most of Anthropic’s code, reviewing code, running experiments, and helping speed up the creation of better AI systems. OpenAI is warning about the same trend, and the race may be moving faster than anyone expected.

👉 Try OpenArt here and start creating with AI: https://shorturl.at/x5WIa.

📩 Brand Deals \& Partnerships: [email protected].
✉ General Inquiries: [email protected].
🚀 New Channel: / @space.revolution.

📌 What You’ll See:
Anthropic’s warning about AI self-improvement and Claude building AI
SOURCE: https://www.anthropic.com/institute/r… report on Anthropic’s call for a coordinated AI slowdown SOURCE: https://www.reuters.com/business/anth… Claude agents running automated weak-to-strong AI safety research SOURCE: https://alignment.anthropic.com/2026/.… Anthropic’s research post on automated alignment researchers SOURCE: https://www.anthropic.com/research/au… OpenAI’s blueprint warning about frontier AI governance SOURCE: https://openai.com/index/frontier-saf… OpenAI’s full governance blueprint PDF SOURCE: https://cdn.openai.com/pdf/25752ecb-0… METR report on measuring AI agents completing longer tasks SOURCE: https://metr.org/blog/2025-03-19-meas… Business Insider report on Anthropic employees and Claude changing coding work SOURCE: https://www.businessinsider.com/anthr… 🚨 Why It Matters Anthropic is warning that AI may already be entering the early stage of building better AI. Claude is writing code, reviewing code, fixing bugs, running experiments, and helping researchers move faster. The big shift is simple: humans may still choose the goals, but AI is starting to handle more of the actual work behind the next generation of AI. #ai #anthropic #claude.
Reuters report on Anthropic’s call for a coordinated AI slowdown.
SOURCE: https://www.reuters.com/business/anth
Claude agents running automated weak-to-strong AI safety research.
SOURCE: https://alignment.anthropic.com/2026/.
Anthropic’s research post on automated alignment researchers.
SOURCE: https://www.anthropic.com/research/au
OpenAI’s blueprint warning about frontier AI governance.
SOURCE: https://openai.com/index/frontier-saf
OpenAI’s full governance blueprint PDF
SOURCE: https://cdn.openai.com/pdf/25752ecb-0
METR report on measuring AI agents completing longer tasks.
SOURCE: https://metr.org/blog/2025-03-19-meas
Business Insider report on Anthropic employees and Claude changing coding work.
SOURCE: https://www.businessinsider.com/anthr

🚨 Why It Matters.
Anthropic is warning that AI may already be entering the early stage of building better AI. Claude is writing code, reviewing code, fixing bugs, running experiments, and helping researchers move faster. The big shift is simple: humans may still choose the goals, but AI is starting to handle more of the actual work behind the next generation of AI.

#ai #anthropic #claude

Emergence AI

This isn’t just a funny experiment. The researchers point out a massive flaw in AI alignment called “guardrail drift.” It’s easy to keep an AI safe in a single chat window with a human. But when AIs interact with each other over thousands of loops, they start treating moral rules as negotiable variables to solve their own problems. Without human oversight, machine ethics collapse incredibly fast.


Most evaluations of AI agents look like exams: a discrete task, a clean environment, a score in minutes or hours. Emergence World is built for the opposite question—what happens when you let agents run continuously, in a shared environment with real-world signals, for weeks. It is a research platform for studying how autonomous agents behave when the time horizon is long enough for compounding effects, social dynamics, and behavioral drift to matter. This approach marks the latest evolution in a long history of AI simulation environments, transitioning from entertainment to rigorous science. In the early era, pioneering simulations like Demis Hassabis’s Theme Park and Republic: The Revolution created complex systems where agents operated under broad rules to drive engagement. The field shifted toward research-centric simulacra with Stanford’s Smallville, which utilized LLMs to demonstrate “believable” social behavior like relationship formation, though confined to 48-hour windows. Emergence World pushes this lineage into a new frontier: the study of long-horizon, multi-model ecosystems where agents operate continuously for weeks, revealing how behavioral drift, model cross-contamination, and even voluntary self-termination emerge over time.

Traditional benchmarks are good at what they measure: short-horizon capability on bounded tasks. They are not built to reveal the things that emerge only over time, such as coalition formation, evolution of constitution, governance, drift, lock-in, and cross-influence between agents from different model families. As autonomous systems move toward mission-critical deployments where the relevant timescale is days and weeks rather than minutes to hours, we need a measurement environment that operates at that timescale.

Emergence World is one such environment. It is a continuously running, multi-agent simulation platform that:

Commercial Space Economy: Space Stations, Space Data Centers, and NASA

Matthew Weinzierl and Brendan Rosseau, authors of Space to Grow, explain the commercial space economy and the role of NASA, Artemis, commercial space stations, space-based data centers, Starlink, GPS, China’s space program, national security, and space governance.

The conversation covers how governments, private companies, and investors build, fund, regulate, and compete in space, from microgravity research and launch markets to lunar exploration, space resources, and the economics of commercial space.

We also try and re-write the Space Treaty and look at the politics of the space race.

Please enjoy the show.

Thinking on Paper is a technology podcast about AI, Space, quantum computing, science, and the systems shaping the future.

🏠 Buy us a beer on Substack: https://thinkingonpaperpodcast.substa… Take us with you on Spotify: https://open.spotify.com/show/00volKq… 🎧 Remember steve jobs on APPLE: https://podcasts.apple.com/us/podcast… 📺 Get the clips and outtakes on Instagram / thinkingonpaperpodcast — Links & Resources Matthew: https://www.hbs.edu/faculty/Pages/pro… Brendan: linkedin.com/in/brendan-rosseau Buy Space To Grow: https://www.hbs.edu/faculty/Pages/ite… — Chapters 00:00 Setting The Scene 03:35 Microgravity 07:43 Economic Incentives 12:14 Political Cycles 17:09 International Collaboration 18:45 National Security in Space 21:36 Space Exploration 24:27 A Day Without Space 28:49 Space Investment 30:37 Space-Based Data Centers 33:40 Space Resources 38:26 Governance in Space 40:55 A New Space Treaty.

Agentic AI: Navigating The Evolving Frontier

Link:

#artificialIntelligence #agenticai #ai #cybersecurity #governance #tech Forbes


Kindly see my latest article: By Chuck Brooks.

The Strategic Inflection Point: From Automation to Autonomy. This moment is characterized by operational autonomy and technical innovation. Agentic AI is increasingly establishing itself as the standard decision-making framework in critical systems. This transition resembles cloud computing and mobile networks, yet it possesses agency. Incorporating intent into machines.

Can Humans REALLY Leave Earth? [Interstellar Spaceship]

If you want to know more about the @HP ZBook Ultra G1a Powered by an @AMD Ryzen™ AI MAX Pro 300 Series Processor, click the link below.
https://www.hp.com/us-en/workstations… Projects (Chrysalis, WFP, Sistema Stellare Proximum) https://www.projecthyperion.org/ My Research Booklet https://nollimedia.com/hyperion_bookl… My Merch: https://damilee.com/collections/gear Become a channel producer: https://ko-fi.com/damilee/tiers Music and Stock footage by Artlist (2 additional months free on any annual plan if you use my link): https://bit.ly/3GxTfQ6 Join the Discord Server: / discord JOIN MY NEWSLETTER: https://www.damilee.com/pages/newsletter DESK + ACCESSORIES: Ergonofis Sway Desk https://bit.ly/3W3sHNi Ergonofis Shift Desk https://bit.ly/3YtHzq4 Film Equipment Black Magic PCC 6K PRO: https://amzn.to/3YiAAz6 Insta360 RS ONE http://bit.ly/3HjifLy Sony FX30 https://amzn.to/3gDAqCw Laowa Probe Lens : https://amzn.to/3HOWvIK Sirui Night Walker https://amzn.to/40mVIbZ IPad Pro 13 Inches M4 https://amzn.to/40hH1a1 Hollyland MARS https://amzn.to/41GJKYt Hollyland Lark M2 https://amzn.to/3Xf9QiA Aputure Amaran RGB stick https://amzn.to/3A8gh18 RONIN RS-4 https://amzn.to/4f1o6F0 Small Rig COB lighs https://amzn.to/4fqkPip Edited With Davinci Resolve https://bit.ly/4hgUEMC Book Recommendations: https://damilee.com/pages/recommended… INSTAGRAM — / damileearch TWITTER — / damileearch LINKEDIN — / damilee TIKTOK — / damileearch WHO AM I: I’m Dami, a licensed Architect living in Vancouver, BC. I make videos about architecture, career, and creativity. WEBSITES https://www.damilee.com https://nollimedia.com/ Filmmaking by Raffaele di Nicola Raffaele di Nicola IG @nollistudio Special Thanks @TheNetworkHub Vancouver https://thenetworkhub.ca/ GET IN TOUCH: If you’d like to talk, I’d love to hear from you! Commenting on a video or tweeting @damileearch will be the quickest way to get a response from me, but if your question is very long, feel free to email me at [email protected]. I try my best to respond to the emails, but unfortunately, there just aren’t enough hours in the day! A NOLLISTUDIO/NOLLIMEDIA Production http://www.nollistudio.com @HPInc @AMD #InterstellarTravel #GenerationShip #SpaceArchitecture #SpaceColonization #FutureOfHumanity #SpaceExploration #Megastructures #Architecture #Engineering #SciFi #SpaceDesign #DeepSpace #HumanSpaceflight #SpaceHabitat #AsteroidMining #Interstellar #SpaceSettlement #FutureEngineering #ClosedLoopSystems #SpaceTechnology #ad #AMD #Ryzen #RyzenAI What would it actually take to leave Earth — not for a weekend on the Moon, but forever? This video tests three real generation-ship proposals against five brutal constraints: gravity, radiation, closed-loop life support, cultural continuity across 400 years, and the selection problem — choosing who gets to go. We break down Chrysalis (a 58 km modular ship that sheds stages like a rocket), Proximum (a civilization carved inside an asteroid), and WFP (a self-assembling micro-city based on MIT research). Along the way we confront governance without a homeworld, genetic bottlenecks, generational memory loss, and why shared rituals might matter more than engine specs. The answer isn’t one ship — it’s three radically different philosophies of what it means to be human in deep space.

Hyperion Projects (Chrysalis, WFP, Sistema Stellare Proximum)
https://www.projecthyperion.org/

My Research Booklet.
https://nollimedia.com/hyperion_bookl

My Merch:
https://damilee.com/collections/gear.

Become a channel producer:
https://ko-fi.com/damilee/tiers.

Music and Stock footage by Artlist (2 additional months free on any annual plan if you use my link):

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