SingularityNET

Our CEO, Dr. @bengoertzel, joins @HMsheikh4, CEO of @Fetch_ai, and Nicola Massella, Partner at @STORM_Partners, at Proof of Talk.

The fireside discussion explores how the @ASI_Alliance is advancing the development of decentralized AGI.

We are pleased to announce that our CEO, Dr. @bengoertzel, will be speaking at the World Summit AI USA conference at Fort Mason Center in San Francisco (June 18-19).

Learn more and register to attend: https://usa.worldsummit.ai

In just 2 months, Reykjavík University will host the global AI community for the 18th Annual Conference on Artificial General Intelligence (AGI-25).

AGI-25 will bring together the world's foremost AGI experts to explore cutting-edge AGI research and discuss the path toward generally intelligent systems.

Featured speakers include Ben Goertzel, Richard Sutton, Tatiana Shavrina, Henry Minsky, Kristinn R. Thórisson, and other prominent researchers in the field.

Register now to attend in person at Reykjavík University or join virtually online:

We are presenting PICO (Prompt Isolation and Cybersecurity Oversight), a new transformer architecture designed to prevent prompt injection attacks and ensure secure, reliable response generation in today's large language models (LLMs).

Current defenses against prompt injection—where malicious instructions can override model behavior—often mix trusted system prompts with untrusted user inputs, creating vulnerabilities that are easily bypassed.

PICO addresses this through architectural innovation: completely separating system instructions and user inputs into distinct processing channels. The system prompt pathway remains frozen and immutable, while a gated fusion mechanism dynamically weighs inputs using signals from a Security Expert Agent and Cybersecurity Knowledge Graph.

We analyze PICO’s effectiveness against sophisticated attacks, including "Policy Puppetry," where malicious instructions are disguised as configuration files. Our mathematical formulation ensures that under adversarial conditions, the trusted system instructions remain dominant in the final output.

This work contributes to building safer, more robust AI systems as language models become more widely deployed.

We invite the research community to collaborate on the empirical evaluation of the PICO framework and the refinement of adversarial training techniques to validate and enhance the model’s robustness:

CEO Dr. @bengoertzel shares his perspective on AGI and the future of work: “Older people in powerful positions can protect their roles—and they’re the ones controlling how AI is rolled out. So, of course, they’re not going to replace themselves with AI.” https://decrypt.co/323916/ai-coming-jobs-faster-anyone-though

The Mind Children team will join us from June 18 to 19 at the @WorldSummitAI in San Francisco to showcase their humanoid robot prototype in our booth.

Learn more about the event and register to attend: https://usa.worldsummit.ai/

Join us at the world's oldest and most prestigious gathering dedicated exclusively to general machine intelligence research: The 18th Annual Conference on Artificial General Intelligence (AGI-25).

AGI-25 will convene a worldwide community of researchers and developers, including notable figures like Ben Goertzel, Richard Sutton, Tatiana Shavrina, Henry Minsky, and Kristinn R. Thórisson, all working on the latest innovations toward generally intelligent machines—the next evolution of AI.

This year’s program will include mainstage keynotes and technical talks, hands-on workshops and tutorials, advanced software and hardware demonstrations, networking opportunities within our global community of innovators, and immersive experiences.

Register now to attend in person or watch online:

We are excited to announce that CEO Dr. @bengoertzel will be speaking at @proofoftalk on June 11 from 12:30 to 13:00 CEST at the Louvre Palace in Paris, France, to discuss the road to decentralized AGI.

Learn more and register to attend: https://www.proofoftalk.io/

We maintain a strong presence at major industry events worldwide, advancing discussions on decentralized AI and the development of beneficial AGI.

Throughout June 2025, our team will be participating in strategic discussions at the following events ↓

We are pleased to announce that our Chief AI Alchemist, Dr. @Mihaela_Ulieru, will speak on "AI for Impact: from Promise to Practice" at the Accelerate 2050 Conference in Brindisi, Italy, on June 10.

Learn more and register to attend:

Homomorphic encryption (HE) delivers cloud-scale compute power with rigorous end-to-end data privacy. While classical HE schemes support encrypted search, analytics, and limited machine learning workloads, two critical gaps remain:

- Post-quantum security challenge: Most mature HE systems rest on RSA, elliptic-curve, or pairing assumptions–all vulnerable to Shor-style attacks once large, fault-tolerant quantum computers arrive.

- Quantum computing limitation: None of the widely deployed schemes allow a user to outsource quantum computations (e.g., variational kernels, error-correction gadgets) while keeping both the algorithm and the quantum data hidden.

Our research addresses both gaps simultaneously, building on the categorical HE framework for intuitionistic proofs and total functional programs introduced in Dr. @bengoertzel's paper on "Homomorphic encryption of intuitionistic logic proofs and functional programs: A categorical approach inspired by composite-order bilinear groups" and extending it to the quantum domain:

Homomorphic encryption (HE) delivers cloud-scale compute power with rigorous end-to-end data privacy. While classical HE schemes support encrypted search, analytics, and limited machine learning workloads, two critical gaps remain:

- Post-quantum security challenge: Most mature HE systems rest on RSA, elliptic-curve, or pairing assumptions–all vulnerable to Shor-style attacks once large, fault-tolerant quantum computers arrive.

- Quantum computing limitation: None of the widely deployed schemes allow a user to outsource quantum computations (e.g., variational kernels, error-correction gadgets) while keeping both the algorithm and the quantum data hidden.

Our research addresses both gaps simultaneously, building on the categorical HE framework for intuitionistic proofs and total functional programs introduced in Dr. @bengoertzel's paper on "Homomorphic encryption of intuitionistic logic proofs and functional programs: A categorical approach inspired by composite-order bilinear groups" and extending it to the quantum domain:

The @ASI_Alliance is hosting an investor-focused event on decentralized AGI development in Paris on June 11th (5:30-7:30 PM CEST). Speakers include

- Dr. Ben Goertzel - CEO, ASI Alliance & SingularityNET
- Janet Adams - Board Director, ASI Alliance & COO, SingularityNET
- Mario Casiraghi - Executive, ASI Alliance & CFO, SingularityNET
- Humayun Sheikh - Chairman, ASI Alliance & CEO, Fetch․ai
- Matt Hawkins - Member, ASI Alliance & CEO, CUDOS

The team will share updates on strategy, key initiatives, and the technical roadmap. The evening features a technical presentation, followed by a Q&A session and exclusive networking opportunities with visionary leaders and members of the ASI Alliance ecosystem.

Registration is limited for investors and institutions interested in AI investment opportunities and is subject to review:

The @ASI_Alliance is hosting an investor-focused event on decentralized AGI development in Paris on June 11th (5:30-7:30 PM CEST). Speakers include

- Dr. Ben Goertzel - CEO, ASI Alliance & SingularityNET
- Janet Adams - Board Director, ASI Alliance & COO, SingularityNET
- Mario Casiraghi - Executive, ASI Alliance & CFO, SingularityNET
- Humayun Sheikh - Chairman, ASI Alliance & CEO, Fetch․ai
- Matt Hawkins - Member, ASI Alliance & CEO, CUDOS

The team will share updates on strategy, key initiatives, and the technical roadmap. The evening features a technical presentation, followed by a Q&A session and exclusive networking opportunities with visionary leaders and members of the ASI Alliance ecosystem.

Registration is limited for investors and institutions interested in AI investment opportunities and is subject to review:

OpenCog Hyperon is the most advanced open, decentralized framework for AGI at the human level and beyond.

Read CEO Dr. @bengoertzel's recent interview with Cointelegraph: https://cointelegraph.com/news/ben-goertzel-ai-decentralization-interview

The AIRIS (Autonomous Intelligent Reinforcement Inferred Symbolism) agent we deployed within the Minecraft 3D gaming environment establishes one of the first intelligent systems capable of autonomous, adaptive learning.

Get started now: https://github.com/singnet/AIRIS-client/tree/master

@SingularityNET As Big Tech companies continue channeling billions of research dollars and attention into developing and scaling Large Language Models (LLMs), a fundamental question is emerging in tech circles: Are LLMs actually leading us away from true Artificial General Intelligence (AGI)?

At a recent Consensus 2025 panel addressing whether Web3 is losing the AI race, our CEO, Dr. Ben Goertzel, challenged the conventional wisdom driving investment strategies at many leading AI companies and sovereign wealth funds, including the recent multi-billion-dollar investments from Saudi Arabia and the UAE in US AI infrastructure.

"I would quote Yan LeCun, a pioneer of deep learning and the head of AI at Facebook, who said on the highway to AGI, LLMs are an off-ramp," Dr. Goertzel told attendees, rejecting the premise that Web3 approaches are falling behind centralized AI development: "If you've gotten off the off-ramp, it doesn't matter if you're going 1,000 miles an hour and the other guy's only going 300 miles an hour if they're going on the right highway to the destination."

The panel, which featured Ben Fielding (Founder, Gensyn), Jesus Rodriguez (CEO, IntoTheBlock), Clara Tsao (Founding Officer, Filecoin Foundation), and Jeff Wilser (Founder and Host, The People's AI Podcast), revealed a stark divide in how industry experts view the future of decentralized AI. While other panelists pointed to Web3's current disadvantages in talent, datasets, and infrastructure, Dr. Goertzel addressed a deeper issue: the incremental improvement of LLMs is not a viable approach to achieving human-level AGI.

However, "If scaling up transformer neural nets is the crux of how you get to AGI, it's hard to see how the US and Chinese governments and the Big Tech companies in their orbit don't win the race," Dr. Goertzel acknowledged, noting the immense capital these entities are deploying.

Join us this Friday, May 30, at 15:30 UTC, for a new MeTTa Coders session to connect with the Hyperon community and discuss the latest advancements in the MeTTa AGI language.

Add our biweekly meetings to your calendar and stay updated on future sessions: https://bit.ly/Hyperon-Calendar

"SingularityNET and the @ASI_Alliance are “probably the only serious AGI R&D team outside of Big Tech, certainly the only one in the crypto space" — Via @Cointelegraph https://cointelegraph.com/news/ben-goertzel-ai-decentralization-interview

Watch our COO, @JanetAdamsAI, discuss the combined values of AI and blockchain, OpenCog Hyperon, our compute infrastructure, and how decentralized AI creates new possibilities for humanity: https://www.youtube.com/watch?v=diHDC-IaOh8