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Updates & Announcements

The latest from QGI — publications, company updates, and industry perspectives.

Product Stack

QGI Launches the Deterministic AI Stack: Five Products for Regulated Decisions

Quantum General Intelligence Inc. unveils its five-layer deterministic AI stack — Q-Prime, QAG Engine, Qualtron, Quantum Graph Memory (QGM), and Neural Symbolic Agents — delivered through Enterprise Blueprints. The relaunch repositions the company as the infrastructure provider for regulated AI decisions, not a research lab.

Key Highlights

  • Five interoperating products span the full reasoning stack
  • Enterprise Blueprints fork NVIDIA AI Blueprints with QAG wiring
  • Q-Prime live on HuggingFace, QAG Engine in public preview (GA June 21, 2026)
  • Qualtron and QGM open waitlists for 2026 GA
  • Financial Services anchor vertical with pilot intake open

Media Distribution

Direct publication

Potential Reach

qgi.dev + press kit

Broadcast Outlets

qgi.dev/news/qgi.dev/press/
Read Full Article View on EIN Presswire Distribution Report
Product Launch

QGI Unveils Q-Prime, the World's First Commercial Quantum Embedding Model on HuggingFace

Quantum General Intelligence Inc. announces Q-Prime — the first commercial quantum embedding model — alongside the public preview of QAG (Quantum-Augmented Generation), its successor category to classical RAG for applications where hallucinations are unacceptable.

Key Highlights

  • First commercial quantum embedding model — no quantum computer required
  • Runs on NVIDIA CUDA-Q and cuTensorNet on classical GPUs
  • QAG engine reaches general availability June 21, 2026
  • Startup, Growth, Enterprise, and OEM licensing tiers
  • OpenRouter listing planned for May 2026

Media Distribution

Multi-wire

Potential Reach

EIN Presswire + independent editorial pickup

Broadcast Outlets

EIN PresswireQuantum ZeitgeistFinance Industry TodayEagle CountryHuggingFace
Read Full Article View on EIN Presswire Distribution Report
Platform Preview

QGI Introduces Quantum Algorithm Engine for Real-World Production AI Systems

QGI opens public preview of the QAG Engine (Quantum-Augmented Generation) — a reasoning-first platform replacing retrieval-centric pipelines with quantum-structured representations, deterministic signal processing, and auditable inference for enterprise AI.

Key Highlights

  • Reasoning-first architecture replaces RAG retrieval pipelines
  • Hilbert-Space Compacting (HSC) layer exposes 7 interpretable signals
  • Built-in for financial services, healthcare, legal, and regulatory ops
  • Public preview open now via application-based access
  • General availability: June 21, 2026

Media Distribution

Multi-wire

Potential Reach

EIN Presswire + AI/quantum industry syndication

Broadcast Outlets

EIN PresswireAiThorityQuantum ZeitgeistGDC News Today
Read Full Article View on EIN Presswire Distribution Report
Enterprise Partnership

LoanLogics Evaluates Deterministic AI From Quantum General Intelligence (QGI) to Strengthen Mortgage Compliance

LoanLogics — the Sun Capital Partners-backed mortgage compliance platform embedded at leading U.S. lenders — is actively evaluating QGI's deterministic AI platform to enhance explainability and provable audit trails in regulated mortgage decisioning.

Key Highlights

  • LoanLogics evaluating within its enterprise AI Governance framework
  • Addressing key gaps in probabilistic AI for regulated decisioning
  • First major proof point for QGI in regulated mortgage lending
  • Quote from David Parker, CEO, LoanLogics
  • Further announcements expected as evaluation progresses

Media Distribution

USA TODAY Network

Potential Reach

EIN Presswire + national syndication

Broadcast Outlets

EIN PresswireKnox NewsUSA TODAY Network
Read Full Article View on EIN Presswire Distribution Report
Company Announcement

QGI Emerges From Stealth To Make AI Admissible For Regulated Industries

Quantum General Intelligence Inc. announces public launch and planned $3M SAFE financing to build neural symbolic, quantum-accelerated decision infrastructure for financial services, insurance, healthcare, and government.

Key Highlights

  • Planned $3M SAFE financing announced
  • Neurosymbolic AI for regulated industries
  • 80% reduction in analysis time vs legacy tools
  • Pilots with top-five U.S. mortgage lender

Media Distribution

330M+

Potential Reach

100+ TV stations

Broadcast Outlets

AP NewsUSA TODAY NetworkGoogle NewsChatGPT
Read Full Article View on EIN Presswire Distribution Report
In the press

Third-party coverage

Independent editorial and industry pickup of QGI's launches, beyond the wire. Links go to the full articles on each publication.

Quantum Zeitgeist Independent editorial

QGI's Q-Prime Embeds Data In Quantum-Structured Hypergraph

"QGI's Q-Prime is not simply another large language model, but a foundational layer intended to deliver deterministic decision-making, a departure from the probabilistic outputs common in current AI systems."

By Ivy Delaney · Read on Quantum Zeitgeist

AiThority Industry syndication

QGI Introduces Quantum Algorithm Engine for Real-World Production AI Systems

"QGI positions the QAG Engine as foundational infrastructure — a reasoning layer for AI systems, extending beyond retrieval toward deterministic decision."

By EIN Presswire (republished) · Read on AiThority

Knox News · USA TODAY Network USA TODAY Network syndication

LoanLogics Evaluates Deterministic AI From Quantum General Intelligence (QGI) to Strengthen Mortgage Compliance

"LoanLogics — the Sun Capital Partners-backed mortgage compliance platform — is actively evaluating QGI's deterministic AI platform within its AI Governance framework to enhance explainability and provable audit trails in regulated mortgage decisioning."

By EIN Presswire (distributed by XPR Media) · Read on Knox News · USA TODAY Network

For media inquiries and review access, contact press@qgi.dev.

Related reading

Sister publication

GPT.press

Independent editorial on AI industry news and analysis. For deeper QGI announcements and peer-reviewed research, stay on this site.

Visit GPT.press
Developer & research channels

Where QGI publishes

Model releases ship through HuggingFace and GitHub. Peer-reviewed research is published through Dr. Sam Sammane's academic channels. Press and interview requests go through press@qgi.dev.

Q-Prime — model card and source repo

HuggingFace · model card

QGI-dev/q-prime

Official Q-Prime model card — managed API access under the QGI Commercial Model License v1.0. Evaluation keys on request.
GitHub · repository

QGI-Embedding-Model-Q-Prime

Q-Prime source repository — client examples and open documentation. No weights are distributed here.

QGI organizations — browse everything

HuggingFace · organization

huggingface.co/QGI-dev

QGI organization page — every model release, plus the live Q-Prime demo Space.
GitHub · enterprise

QGI Enterprise Factory

Enterprise integrations where QGI quantum tech is mixed with NVIDIA AI Blueprints — Documents QAG, multi-agent warehouses, agentic commerce, and industry-specific agent workflows.

Founder research profiles

Peer-reviewed research

Google Scholar — Sam Sammane

20 peer-reviewed papers spanning formal verification, symbolic reasoning, and decision structures.
Founder updates

LinkedIn — Sam Sammane

Founder commentary on neurosymbolic AI, quantum reasoning, and the category shift from RAG to QAG.
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