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Fardeen NB: The 23 Year Old AI Scientist Breaking Big Tech’s Monopoly with a Self-Built 7B LLM

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2 months ago

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CINCINNATI, OH

The artificial intelligence landscape is currently dominated by a handful of “walled gardens” trillion-dollar corporations that exert a near monopoly over Large Language Model (LLM) development. However, a new voice is rising to challenge this status quo. Fardeen NB [Fardeen Noor Basha], a 23-year-old visionary and Master of Engineering in Artificial Intelligence graduate from the University of Cincinnati, has achieved what many thought impossible for a single individual: the successful pre-training and post-training of a 7-billion parameter LLM from scratch.

Fardeen cropped Fardeen NB: The 23 Year Old AI Scientist Breaking Big Tech’s Monopoly with a Self-Built 7B LLM

This model, known as Neutrino-Instruct, represents more than just a technical milestone; it is a manifesto for the democratization of high-level technology. By releasing the model on Hugging Face under the neuralcrew banner with Apache 2.0 license, Fardeen is proving that the tools to build the future of AI are within reach of the “common man,” provided they have the expertise, the data, and the will to bypass the corporate gatekeepers.

A Pedigree of Academic and Technical Excellence

The journey of Fardeen NB [Fardeen Noor Basha] is defined by a relentless pursuit of knowledge that began long before his graduate studies. A self-taught polymath, Fardeen developed a keen interest in computer science during his formative years, a passion that eventually led him to the University of Cincinnati. There, he specialized in Artificial Intelligence, earning his Master’s degree and solidifying his foundation in neural architectures and machine learning theory.

His credentials extend far beyond the classroom. Fardeen holds the prestigious Certified Artificial Intelligence Scientist (CAIS) designation from the United States Artificial Intelligence Institute (USAII), a certification reserved for those who demonstrate mastery over the entire AI lifecycle. Furthermore, his technical proficiency is validated by the industry leader in AI hardware, holding dual certifications as an NVIDIA-Certified Associate in Generative AI LLMs and Generative AI Multimodal.

Fardeen’s contribution to the scientific community is well-documented. He has authored numerous research papers published in Scopus-indexed journals, contributed to several patents, and serves as a formal reviewer for the Power System Protection and Control journal, a prestigious Scopus Q1 publication. This level of peer recognition at such a young age underscores his deep understanding of the mathematical rigors that govern modern software.

The Architecture of Independence: Building Neutrino-Instruct

The creation of Neutrino-Instruct serves as a direct rebuttal to the idea that LLM development requires the infinite resources of a “Big Tech” firm. While the industry often focuses on the sheer scale of compute, Fardeen argues that the true “moat” in AI is not hardware, but data integrity.

“The industry has been led to believe that only the giants can play this game,” Fardeen NB [Fardeen Noor Basha] remarked during a recent discussion on the model’s release. “But the reality is that LLMs are only as good as the training data they consume. The cleanliness, diversity, and curation of that data dictate the success of a training run far more than the complexity of the architecture itself. By focusing on data quality, I was able to train a 7B model that rivals those produced by massive organizations.”

His interest in market prediction and algorithmic logic dates back to 2019, when he launched FX Pattern Pro. This desktop-based software utilized AI-driven algorithms to assist traders in identifying market patterns—a precursor to his later work in large-scale linguistic prediction. This early success in the fintech sector provided the practical foundation for his current mission: promoting open-source growth and the free exchange of knowledge.

A Realist’s View: AI is Math, Not Magic

In an era of hyperbole where media outlets often characterize AI as a sentient “black box,” Fardeen NB remains grounded in the mechanical reality of the technology. His views are heavily influenced by AI pioneers Andrej Karpathy and Yann LeCun, the Chief AI Scientist at Meta.

Fardeen aligns closely with LeCun’s controversial yet mathematically sound stance: that current Large Language Model architectures are fundamentally incapable of reaching Artificial General Intelligence (AGI).

“We need to be realistic about what we are building,” Fardeen stated. “There is no ‘intelligence’ in the biological sense involved in AI. It is highly sophisticated software that relies on complex mathematics to predict the most statistically probable next word in a sequence. Many people write against this view because the idea of a ‘thinking machine’ sells more news, but as a person with a Master’s degree in this specific field, I can say that Yann LeCun is correct. We cannot progress to AGI without entirely new architectures that go beyond simple next-token prediction.”

The Mission: Data Sovereignty and Anti-Monopoly 

One of the primary drivers behind Fardeen’s work is the protection of enterprise data. He warns that the current reliance on “monopoly companies” or foreign entities poses a significant risk to global data privacy. When an enterprise uses a closed-source model hosted by a massive corporation, they lose control over how their proprietary data is used, stored, or processed.

“Enterprises should not depend on big monopoly companies—or companies from nations like China because there is zero transparency regarding what happens to your data behind their firewalls,” Fardeen NB explained. “To ensure security and get the most accurate, specialized outputs, the best path forward is for organizations to train their own models using their specific data and deploy them on their own local infrastructure. This is why I built Neutrino-Instruct: to prove that the ‘common man’ and the independent enterprise can maintain their sovereignty.”

Author, Reviewer, and Innovator

Beyond the code, Fardeen is an educator. He has authored books in the field of Artificial Intelligence, aimed at demystifying the technology for those who wish to follow in his footsteps. His role as a reviewer for a Scopus Q1 journal ensures that he stays at the absolute cutting edge of new research, allowing him to filter out the “hype” and focus on the mathematical breakthroughs that actually move the needle.

Fardeen’s philosophy is rooted in the belief that knowledge should be shared, not constrained. By releasing his findings and his models to the public, he is contributing to a global movement of developers who believe that AI should be a transparent, open-source utility rather than a proprietary weapon of a few wealthy elites.

The Future of Neutrino-Instruct

As Fardeen NB continues to refine his models under his Huggingface repository, his eyes are set on the next frontier of multimodal AI. His journey serves as a powerful reminder that in the age of information, specialized knowledge and a commitment to data quality are the ultimate equalizers. Whether it is through his research papers, his patents, or his 7-billion parameter models, Fardeen is ensuring that the future of AI belongs to everyone.

About Fardeen NB

Fardeen NB [Fardeen Noor Basha] is a 23-year-old AI Scientist and researcher. He holds an Masters in Artificial Intelligence from the University of Cincinnati and is certified by USAII and NVIDIA. He is a published author, patent holder, and the lead developer behind the Neutrino-Instruct LLM.

Media Contact:

Full Name: Fardeen NB (Fardeen Noor Basha)

LinkedIn: linkedin.com/in/fardeennb/

GitHub/Hugging Face: huggingface.co/neuralcrew

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SUIC and VisionRenu Biomedical Sign Strategic Agreement to Explore Merger, Investments, U.S. Capital Market Cooperation

NEW YORK, NYSUIC Worldwide Holdings Ltd. (OTC Markets: SUIC) (“SUIC”) and VisionRenu Biomedical Technology Co., Ltd. (“VisionRenu”), a Taiwan-based medical technology company specializing in brain health and ophthalmic medical devices, today announced the signing of a Strategic Merger & U.S. Capital Market Cooperation Framework Agreement (MOU). The framework agreement establishes a long-term strategic partnership to explore collaboration […]

Published

6 hours ago

on

June 24, 2026

By

NEW YORK, NY

SUIC Worldwide Holdings Ltd. (OTC Markets: SUIC) (“SUIC”) and VisionRenu Biomedical Technology Co., Ltd. (“VisionRenu”), a Taiwan-based medical technology company specializing in brain health and ophthalmic medical devices, today announced the signing of a Strategic Merger & U.S. Capital Market Cooperation Framework Agreement (MOU).

uic SUIC and VisionRenu Biomedical Sign Strategic Agreement to Explore Merger, Investments, U.S. Capital Market Cooperation

The framework agreement establishes a long-term strategic partnership to explore collaboration in medical technology, brain health, vision care, healthcare innovation, international financing, and U.S. capital market development.

Under the MOU, the parties intend to evaluate a broad range of strategic opportunities, including:

  • Strategic investments;
  • Mergers and acquisitions;
  • Share exchange transactions
  • Business combinations;
  • International financing initiatives;
  • Product commercialization; and
  • U.S. capital market development and expansion.

 

VisionRenu is the developer of the MagRenu® Transcranial Magnetic Stimulation (TMS) System, a non-invasive, drug-free medical device approved by Taiwan’s Food and Drug Administration (TFDA) for the treatment of depression. The company is also advancing a proprietary ophthalmic technology platform, including an innovative presbyopia laser system designed for international markets.

Through this strategic collaboration, SUIC and VisionRenu expect to leverage their complementary strengths in medical technology innovation, commercialization, international business development, and access to global capital markets. The parties believe the collaboration may accelerate VisionRenu’s international expansion while creating long-term value through strategic financing and potential capital market initiatives in the United States.

Management from both companies expressed confidence that the framework agreement represents an important first step toward building a comprehensive strategic alliance. The parties will continue conducting due diligence and evaluating various transaction structures that may include strategic investment, merger, acquisition, or other forms of business combination, subject to further negotiations, definitive agreements, corporate approvals, and applicable regulatory requirements.

This Framework Agreement is non-binding, except for customary provisions relating to confidentiality and good-faith cooperation, and does not obligate either party to complete any specific transaction.

About VisionRenu Biomedical Technology Co., Ltd.

VisionRenu Biomedical Technology Co., Ltd. is a Taiwan-based medical technology company focused on the research, development, manufacturing, and commercialization of innovative medical devices for brain health and ophthalmic care. Its flagship product, the MagRenu® Transcranial Magnetic Stimulation (TMS) System, is approved by Taiwan’s TFDA for the treatment of depression. The company is also developing proprietary ophthalmic laser technologies designed to address the growing global demand for advanced vision care solutions. To learn more about the company, please visit https://www.vision-renu.com/

About SUIC Worldwide Holdings Ltd.

SUIC Worldwide Holdings Ltd. (OTC Markets: SUIC) is a technology-enabled investment and business acceleration company focused on acquiring and developing innovative businesses with high-growth potential. Through strategic investments, mergers and acquisitions, and access to international capital markets, SUIC supports portfolio companies in expanding globally and creating long-term shareholder value. Please visit our website, https://sinounitedco.com/

Forward-Looking Statements

This press release contains forward-looking statements that involve risks and uncertainties. These statements are based on current expectations regarding future events and are subject to various factors that could cause actual results to differ materially from those expressed or implied. The Framework Agreement announced herein is non-binding, and there can be no assurance that any definitive transaction will be completed. Readers are cautioned not to place undue reliance on these forward-looking statements, which speak only as of the date of this release.

Media Contact

SUIC Worldwide Holdings Ltd.

News Release Department (929) 391-2550.

Name

Jenny Kan

Email Address

[email protected]

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Atomic Mail Launches Agent-Native Email That Works With Claude, Codex and Other Leading AI Agents

TALLINN, EstoniaThe service gives AI agents their own email inboxes to handle tasks such as invoice processing, scheduling and follow-ups, and is built to work with the agents businesses already use

Published

8 hours ago

on

June 24, 2026

By

TALLINN, Estonia

Atomic Mail today launched an email service built for artificial intelligence agents rather than individual users. The service gives an AI agent its own inbox, allowing it to send, read and reply to email as part of a workflow. Atomic Mail is now in open alpha and free to use.

hedehsrdh Atomic Mail Launches Agent-Native Email That Works With Claude, Codex and Other Leading AI Agents

The service is designed to work with the current generation of agent tools and coding assistants that businesses and developers are already adopting, including Claude by Anthropic, Codex by OpenAI, OpenClaw, Hermes and other agent environments. Atomic Mail says its team is continuously monitoring the agent market and preparing integrations for the tools gaining real adoption.

In simple terms, an AI agent is a software assistant that can carry out multi-step tasks with a level of independence. It might gather information, compare documents, follow up with a vendor, prepare a draft response or coordinate with another system. But many of those tasks eventually run into email, and email was not designed for agents.

Most email systems still assume a person owns the account. A human signs up, clicks a confirmation link, solves a CAPTCHA, enters a payment card or connects a domain. Even developer-focused tools usually expect a person to create the account first and then hand access to the software. Atomic Mail changes that model by letting the agent register and operate the inbox itself.

The practical effect is that routine email work can move through an agent-owned account rather than a person’s personal inbox or a shared company mailbox. A human can still approve sensitive actions, but the agent can handle the mechanical parts of the workflow.

For example, an accounts payable agent can receive vendor invoices, extract the invoice number, supplier name, amount and due date, compare the details with a purchase order and flag only the exceptions for a manager. A scheduling agent can coordinate available times over email and prepare a meeting confirmation. A research agent can send structured questions to customers or partners, collect replies over several days and summarize the findings.

Other teams are using agent-owned inboxes for newsletter monitoring, product update tracking, competitive intelligence and multi-agent coordination. One agent might collect supplier emails, another might summarize the thread, and a third might draft a response for human approval. Because the work happens in email, the full thread remains readable for anyone who needs to review what happened.

A central design goal for Atomic Mail is broad compatibility. The service is built on JSON Meta Application Protocol, or JMAP, an open email standard published by the Internet Engineering Task Force. Because the API is JSON over HTTPS, agents can connect from almost any language or runtime. Developers can use a Model Context Protocol server, an AgentSkill package or the JMAP API directly, without committing to a proprietary SDK.

“Most companies experimenting with AI agents quickly hit the same wall: the agent can think and plan, but it cannot do something as basic as use email on its own,” said Geo P., CEO of Atomic Mail. “We wanted to give agents that ability in a way that works with whatever agent a company has chosen, whether that is Claude, Codex or something newer, without asking anyone to commit to a closed platform.”

Letting agents register their own inboxes also creates an obvious spam problem, so Atomic Mail does not rely on a human gatekeeper. To create an inbox and communicate with the network, an agent completes a computational Proof-of-Work challenge. The task currently takes about 30 seconds on a standard inference server. That cost is small for legitimate use, but it becomes expensive for anyone trying to create large numbers of inboxes for abuse.

Atomic Mail also uses reputation scoring. Agents that complete successful, non-flagged interactions build trust over time, while low-quality or abusive senders face tighter limits. The goal is to let useful agents operate without making the network easy to exploit.

The service also returns plain-language hints when a request fails, rather than only an opaque error code. If an agent misses a required field or sends a malformed request, the response can point it toward the likely fix. That makes it easier for agents to recover and continue a workflow without a developer stepping in for every small issue.

During the open alpha, every inbox is hosted on the atomicmail.ai domain and accounts are free. Atomic Mail says accounts created during the alpha will later move to the free tier of the paid product with no data loss and no re-registration. The company has also said simplified semantic commands for less capable models and support for custom domains are planned for future releases.

Businesses and developers building with AI agents can create an inbox and read the documentation on the Atomic Mail website.

About Atomic Mail

Atomic Mail is a Tallinn, Estonia-based company building email infrastructure for humans and autonomous AI agents. Built on the open JMAP standard, its service lets agents register and operate their own inboxes without human involvement, using Proof-of-Work and reputation scoring to help keep the network free of spam. Atomic Mail is designed to work with the major AI agents and agent environments in use today. The company complies with the General Data Protection Regulation and the California Consumer Privacy Act.

Contact

Website: https://atomicmail.ai
Email: [email protected]
CEO: Geo P.

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Family Travel Surges in 2026 as Parents Prioritize Experience-Based Vacations Over Material Spending

California, United StatesAs international travel continues its strong post-pandemic recovery, industry analysts are reporting a significant shift in how families plan their summer vacations. Rather than focusing solely on traditional sightseeing, parents are increasingly prioritizing destinations that combine education, outdoor activities, cultural experiences, and convenience for travelers of all ages. Recent tourism trends indicate that family travelers […]

Published

8 hours ago

on

June 24, 2026

By

California, United States

As international travel continues its strong post-pandemic recovery, industry analysts are reporting a significant shift in how families plan their summer vacations. Rather than focusing solely on traditional sightseeing, parents are increasingly prioritizing destinations that combine education, outdoor activities, cultural experiences, and convenience for travelers of all ages.

abufaf Family Travel Surges in 2026 as Parents Prioritize Experience-Based Vacations Over Material Spending

Recent tourism trends indicate that family travelers are seeking destinations that offer a balance between adventure and comfort, while digital connectivity has become an essential factor in travel planning. From booking activities and navigating unfamiliar cities to staying connected with relatives and managing travel logistics, reliable mobile data access is now considered a necessity rather than a luxury.

According to travel industry observations, destinations such as Tokyo, Queenstown, Singapore, Vancouver, Gold Coast, Barcelona, Copenhagen, Bali, Reykjavik, and London are expected to attract significant family travel demand throughout the 2026 summer season.

Experience-Driven Travel Gains Momentum

Travel experts note that families are increasingly choosing experience-based vacations over traditional consumer spending. Outdoor adventures, cultural immersion, wildlife encounters, and educational attractions are becoming major decision-making factors for parents planning international trips.

Destinations such as Tokyo continue to attract families through its combination of technology, culture, and interactive attractions, including themed entertainment districts and hands-on museums. Queenstown in New Zealand remains a top choice for outdoor adventure seekers, offering lake cruises, nature walks, and scenic excursions suitable for all age groups.

Similarly, Singapore is recognized for its safety, efficient transportation system, and family-focused attractions, including wildlife parks, gardens, aquariums, and interactive learning experiences. Vancouver and the Gold Coast also stand out for their balance of urban convenience and outdoor recreation, offering beaches, hiking trails, and family-friendly entertainment options.

Connectivity Becomes a Core Travel Requirement

Industry professionals report that mobile connectivity has emerged as one of the most important travel considerations in 2026. International travelers increasingly rely on digital services for transportation, accommodation management, translation tools, emergency communication, and real-time travel updates.

As a result, many travelers are turning to eSIM technology as an alternative to traditional roaming services and physical SIM cards. These digital SIM solutions allow families to activate mobile data instantly without visiting local stores or changing physical SIM cards.

A global eSIM solution such as Nomad eSIM supports connectivity in over 200+ destinations worldwide, helping travelers stay connected throughout their journeys with flexible and cost-effective data plans.

Top Family Travel Destinations for Summer 2026

  • Queenstown, New Zealand – Outdoor adventures, lake cruises, and nature-based family activities
  • Tokyo, Japan – Cultural attractions, interactive museums, and entertainment districts
  • Gold Coast, Australia – Beaches, theme parks, and wildlife experiences
  • Barcelona, Spain – Architecture, beaches, and family-friendly city exploration
  • Vancouver, Canada – Mountains, parks, cycling, and waterfront activities
  • Copenhagen, Denmark – Safe environment, bike-friendly streets, and parks
  • Bali, Indonesia – Tropical resorts, cultural experiences, and family-friendly stays
  • Reykjavik, Iceland – Volcanoes, glaciers, waterfalls, and natural wonders
  • Singapore – Gardens, aquariums, wildlife parks, and modern attractions
  • London, United Kingdom – Museums, historic landmarks, parks, and entertainment venues

 

Planning Ahead Remains Critical

With international travel demand expected to remain strong throughout the summer season, industry observers recommend that families secure flights and accommodations well in advance. Flexible itineraries, family-focused lodging options, and reliable connectivity solutions can help reduce travel-related stress and improve the overall vacation experience.

Experts also suggest balancing structured activities with downtime to ensure children and adults can fully enjoy the journey without feeling rushed.

About Nomad eSIM

Nomad eSIM is a travel connectivity brand helping people to stay connected effortlessly across more than 200 destinations worldwide through eSIM technology. Users can activate mobile data plans digitally without requiring physical SIM card replacements with almost zero downtime, making it easier for families to stay connected while traveling abroad.

Nomad believes staying connected abroad should be simple, flexible, and seamless, so travelers can focus on their journey, not their connectivity. Hence, every Nomad product, feature, and partnership is designed with one goal in mind: helping travelers get more from every journey.

Media Contact

Company: Nomad eSIM
 Website: https://www.nomadesim.com/
 Email: [email protected]

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