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Adaption aims big with AutoScientist, an AI tool that helps models train themselves

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1 month ago

May 13, 2026

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For years, AI researchers have anticipated the moment when AI systems will be able to improve themselves better than humans could. With investors pouring money into a new generation of research-driven AI labs, there are more resources than ever available to pursue the goal. Now, one of those neolabs has taken a major step towards making it real.

On Wednesday, Adaption introduced a new product called AutoScientist that helps models learn specific capabilities quickly by using an automated approach to conventional fine-tuning. The techniques are applicable to a wide range of fields, but the Adaptation team is particularly focused on the potential for speeding up and easing the process of training and fine-tuning a frontier-level AI model.

According to co-founder and CEO Sara Hooker, who previously worked as VP of AI research at Cohere, AutoScientist represents a new way to approach the AI training process. “What’s super exciting about it is that it co-optimizes both the data and the model, and learns the best way to basically learn any capability,” Hooker told TechCrunch. “It suggests we can finally allow for successful frontier AI trainings outside of these labs”

AutoScientist builds on the company’s existing data offering, Adaptive Data, which aims to make it easier to build high-quality datasets over time. AutoScientist, meanwhile, is designed to turn those continuously improving datasets into continuously improving AI models. “Our view at Adaption is that the whole stack should be completely adaptable, and should basically optimize on the fly to whatever task you have,” Hooker says.

Of course, that approach will only be as good as the results. In its launch materials, Adaption boasts that AutoScientist has more than doubled win-rates across different models — impressive numbers, but difficult to put into context. Since the system is built to adapt models to specific tasks, conventional benchmarks like SWE-Bench or ARC-AGI aren’t applicable.

Still, Adaption is confident that users will see the difference once they try AutoScientist out — so confident that the lab is making the tool free to use for the first 30 days after its release.

“The same way that code generation unlocked a lot of tasks, this is going to unlock a lot of innovation at the frontier of different fields,” Hooker says.

Related Topics:Adaption aims AutoScientist big helps models tool train

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Sen Jang Opposes Indigene Certificates for Hausa/Fulani Residents, Raises Concerns Over Plateau Identity

Published

3 hours ago

June 14, 2026

Preport

Former Plateau State Governor and elder statesman, Senator Jonah David Jang, has voiced strong opposition to proposals that would allow Hausa/Fulani residents in Plateau State to obtain indigene certificates, describing the issue as one with far-reaching implications for the state’s cultural heritage, identity, and indigenous rights. Jang made his position known while addressing ongoing debates surrounding citizenship, residency, and indigeneity, topics that have remained at the center of political and social discussions in Plateau State for decades.

According to the former governor, indigene certificates are historically linked to communities and ethnic groups recognized as the original inhabitants of Plateau State and should not be granted solely on the basis of long-term residence. He argued that while every Nigerian has the constitutional right to live and conduct lawful activities anywhere in the country, such rights should not automatically translate into indigene status, which he said carries unique cultural and historical significance.

Jang further maintained that preserving the distinction between residents and indigenes is necessary to protect the interests, heritage, and political representation of indigenous communities. He warned that altering the existing framework could create tensions and undermine the rights of groups that have historically been recognized as native to the state. The former governor emphasized the need for careful consideration of any policy changes relating to indigene certificates to avoid unintended consequences.

The comments have since generated mixed reactions among stakeholders across the state and beyond. While supporters of Jang’s position argue that protecting indigenous identity is essential for maintaining social and cultural balance, others contend that individuals who have lived in Plateau for generations should be afforded broader recognition and inclusion. The debate continues to spark conversations on the broader issues of citizenship, belonging, and equal opportunities within Nigeria’s diverse society.

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Vincent Ugwoke Makes Nigerian Athletics History with NCAA Discus Bronze

Published

4 hours ago

June 14, 2026

Preport

Nigerian thrower Vincent Ugwoke produced one of the most significant performances in Nigerian field event history, launching a massive personal best of 63.89 metres to claim the bronze medal in the men’s discus throw at the NCAA Outdoor Track and Field Championships.

Sports247 reports that the outstanding effort not only secured Ugwoke a place on the podium but also elevated him into the history books, recording the furthest discus throw by a Nigerian athlete since 2004.

Competing against one of the strongest collegiate fields in the world, Ugwoke delivered when it mattered most, producing a career-best mark to earn his first NCAA medal and underline his growing status among Nigeria’s elite field athletes.

The event was won by Jamaican star Ralford Mullings, who captured gold with a throw of 65.81m, while compatriot Racquil Broderick secured silver with a personal best of 64.15m. Ugwoke’s 63.89m throw completed the podium and ensured Nigeria was represented among the medal winners.

Beyond the medal itself, the significance of the performance lies in its historical context. Nigerian athletics has traditionally been known for its success in sprinting and jumping events, making Ugwoke’s achievement particularly noteworthy.

His mark stands as the best by a Nigerian discus thrower in more than two decades, highlighting both the quality of his performance and its importance for the development of field events in the country.

The bronze medal also caps an impressive season of progress for the Nigerian, whose steady improvement culminated in a breakthrough performance on one of collegiate athletics’ biggest stages.

Delivering a personal best under championship pressure is a testament to both his preparation and competitive mindset.

For Nigerian athletics, Ugwoke’s achievement serves as a reminder of the growing depth of talent emerging across different disciplines.

His success could provide inspiration for a new generation of throwers looking to make their mark nationally and internationally.

With a personal best, an NCAA bronze medal, and a place in the record books now secured, Vincent Ugwoke leaves the championships having achieved a truly memorable milestone.

His 63.89m throw will be remembered as one of the finest Nigerian discus performances of the modern era and a significant moment in the resurgence of Nigerian field events.