Connect with us

News

AI research lab NeoCognition lands $40M seed to build agents that learn like humans

info

Published

on

DSC09615 3.jpg

Investors are aggressively courting AI researchers to build startups that can make AI more reliable and efficient.

Yu Su, an Ohio State professor leading an AI agent lab, said he initially resisted the pressure from VCs to commercialize his work. He finally took the leap last year and spun out his work into a startup when he saw that foundational model advances could make agents truly personalized.

NeoCognition, a startup Su describes as a research lab developing self-learning AI agents, has just emerged from stealth with $40 million in seed funding. The round was co-led by Cambium Capital and Walden Catalyst Ventures, with participation from Vista Equity Partners and angels, including Intel CEO Lip-Bu Tan and Databricks co-founder Ion Stoica.

“Today’s agents are generalists,” Su (pictured left) told TechCrunch. “Every time you ask them to do a task, you take a leap of faith.”

According to Su, the issue lies in a lack of consistency. Current agents, whether from Claude Code, OpenClaw or Perplexity’s computer tools, successfully complete tasks as intended only about 50% of the time, he said.

Since agents are still so unreliable, they are not ready to be trusted, independent workers, Su told TechCrunch. NeoCognition intends to change that by developing an agent system that can self-learn to become an expert in any domain, similar to how humans learn.

Su argues that while human intelligence is broad, its real power is our ability to specialize. When we enter a new environment or profession, we can rapidly master its unique rules, relationships, and consequences.

Techcrunch event

San Francisco, CA
|
October 13-15, 2026

NeoCognition is building agents to mirror this exact approach.

“For humans, our continued learning process is essentially the process of building a world model for any profession, any environment,” Su said. “We believe for agents to become experts, they need to learn autonomously to build a model of any given micro world.”

Su views this capacity for rapid specialization as the critical missing link to getting AI to work reliably on its own.

While it is possible to train agents for autonomous tasks, they must be custom-engineered for a specific vertical. NeoCognition is different because it’s building agents that are generalists capable of self-learning and specializing in any domain.

NeoCognition intends to sell its agent systems primarily to enterprises, including established SaaS companies, which can use them to build agent-workers or to enhance existing product offerings.

Su highlighted that an investment from Vista Equity Partners is especially valuable for this reason. As one of the largest private equity firms in the software space, Vista can provide NeoCognition with direct access to a vast portfolio of companies looking to modernize their products with AI.

NeoCognition currently has about 15 employees, the majority of whom hold PhDs.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

Continue Reading
Click to comment

Leave a Reply

Your email address will not be published. Required fields are marked *

News

Aminu Kano hospital introduces IVF service for childless couples

info

Published

on

By

Aminu Kano Teaching Hospital Kano.jpg

The Aminu Kano Teaching Hospital (AKTH) has recorded a major milestone with the introduction of In-Vitro Fertilisation (IVF) service provision to restore hopes of childless couples.

The milestone was recorded by a team of the hospital’s assisted reproductive health technology and others.

The Chief Consultant Gynaecologist and IVF Specialist at AKTH, Dr Ibrahim Rais, disclosed this in a video shared on the hospital’s official Facebook page.

Mr Rais said the team collected eggs from two women, while semen samples were also collected from their husbands for the next stage of the IVF procedure.

“Today marks a great milestone in the history of AKTH and the IVF service provision in the institution.

“The hospital’s Chief Medical Director, CMD, Abdulrahman Sheshe and his team has been working assiduously and today we have achieved this great milestone of the first egg collection in this institution.

“We have collected eggs from two women and also collected semen samples from their husbands. The eggs collected will be fertilised with their husbands’ sperm and we hope to achieve success.

“We are going to continue the service provision with three more patients and then we cap it up on Sunday with the last patient,” he said.

Mr Rais said commencement of the service would bring the service close to the population and restore hope among couples suffering from infertility.

“It is also important to note that starting IVF services in AKTH has been a very important development because the center will form one of points for service provision to the teeming population needing IVF services.

“It will form a centre of excellence for training in the field of Obstetric and Gynaecologist and Reproductive medicine.

“We have extracted more than a dozen eggs for now. Embryologists are working assiduously to ensure that there is fertilisation by sperm of the patients that had the procedure.

“We will go on to get more eggs that will generate more embryos and translate to potential more Nigerians,” Mr Rais said.

Similarly, the hospital in a statement on its official handle, said the milestone was achieved through the collaborative efforts of AKTH staff, specialist reproductive health experts from Jos and Abuja, and two embryologists.

It described the development as a significant step towards expanding advanced fertility services and bringing hope closer to residents.

Meanwhile, the hospital congratulated the the AKTH team for attaining the feat.

(NAN)

Continue Reading

News

Nigerian Trio Take Major Step as Buruj Football Academy Secures UK Trial Opportunities

info

Published

on

By

IMG 20260823 WA0003.jpg

Three promising Nigerian youngsters — Raheem Moyinoluwa Salaudeen, Fawas Ayomide Adeleke and Jacob Obiora Iyida — are taking another important step in their football development after being registered for trial opportunities in the United Kingdom.

The trio, who are associated with Buruj Football Club and Buruj Sports Academy, will have the opportunity to experience football in a different environment while testing themselves against talented players in the UK.

Read Also: “When We Honour Our Legends, We Invest in the Future” — SSA Adeboye Commends Ex-Internationals Cup

The registration is part of Buruj’s wider commitment to creating international pathways for young Nigerian footballers and providing them with opportunities to gain exposure beyond the domestic football system.

For Raheem, Fawas and Jacob, the UK opportunity represents more than simply a football trial. It is a chance to learn, adapt and understand the demands of playing in a different football culture.

The three youngsters have continued to show commitment and determination throughout their development, and their latest opportunity provides another platform to showcase the qualities they have developed through their time in Nigeria.

Speaking about the opportunity, Raheem Salaudeen said:

“This is a big opportunity for us and we are grateful to everyone who has supported our journey. We want to go there, learn as much as possible, compete with confidence and show what Nigerian young players can do.”

Fawas Adeleke also expressed his determination to make the most of the experience:

“I see this as an opportunity to improve myself and understand a different style of football. I want to work hard, listen to the coaches and make every opportunity count. Hopefully, this will open another door for my career.”

For Jacob Obiora Iyida, the focus is equally clear — continue learning, gaining experience and taking another step towards his professional ambitions.

“I’m excited about the opportunity because playing outside Nigeria has always been one of my goals. I know there is a lot to learn, so I want to stay focused, work hard and show my best whenever I get the chance.”

Buruj Football Club and Buruj Sports Academy believe international exposure can play a significant role in the development of young footballers, allowing them to experience different coaching philosophies, tactical approaches and football cultures.

The academy’s development philosophy also places emphasis on education and personal development, ensuring that young players are prepared not only for possible professional careers but also for life beyond football.

The UK trip therefore represents another stage in a broader development pathway designed to help Nigerian youngsters build confidence, experience and international connections.

For Raheem, Fawas and Jacob, the message is simple: the opportunity has arrived, and now it is time to make it count.

From Nigeria to the United Kingdom, another chapter begins—with bigger dreams ahead.

Continue Reading

Trending