A large language model (LLM) is a learning algorithm that can carry out tasks associated with natural language processing. Various studies have been examining how these models can be used to automate research tasks, with some looking into whether they can generate new ideas at a level similar to humans.
Now, a recently posted preprint shows that an idea generator powered by AI produced more original ideas for research than 50 researchers who were working independently. The project was carried out over a one-year period. The objective was to evaluate if LLMs could come up with innovative ideas.
For their study, the researchers recruited more than 100 investigators in natural language processing, which focuses on communication between humans and artificial intelligence. The researchers then tasked 49 participants with developing ideas based on one of seven topics in a 10-day period. To incentivize the participants, they awarded $300 to the participants for each idea. They also gave a $1,000 bonus for the five ideas with the best scores overall.
On the AI side, the researchers built an idea generator using Claude 3.5, then prompted the tool to find papers relevant to the aforementioned topics using a literature search engine powered by artificial intelligence.
The AI and human-generated ideas were assessed by reviewers who weren’t informed who or what had generated each idea. The researchers also standardized the tone and style of writing to make it harder for reviewers to pick out what idea was generated by whom. The reviewers were required to award scores to each idea based on its expected effectiveness, feasibility, excitement, and novelty.
In their reports, the reviewers gave higher marks to concepts generated by artificial intelligence, with some claiming that they were more exciting and original. Suggestions given by AI did receive lower scores on feasibility, however.
When asked, the human participants admitted that the ideas they had submitted were average in comparison to their previous works.
The study had several limitations, among them the fact that it required human participants to originate ideas on the spot, which may have hampered their ability to come up with better concepts. Additionally, the research only centered on one area of study.
The researchers are now planning to compare ideas generated by AI with leading papers to better understand how LLMs compare to human creativity. The study was carried out by Chenglei Si, Tatsunori Hashimoto and Diyi Yang. Its findings were posted on arXiv.
As companies such as D-Wave Quantum Inc. (NYSE: QBTS) continue their focus on AI and quantum computing, these technologies could outperform humans more specialties in the coming years.
NOTE TO INVESTORS: The latest news and updates relating to D-Wave Quantum Inc. (NYSE: QBTS) are available in the company’s newsroom at https://ibn.fm/QBTS
About AINewsWire
AINewsWire (“AINW”) is a specialized communications platform with a focus on the latest advancements in artificial intelligence (“AI”), including the technologies, trends and trailblazers driving innovation forward. It is one of 60+ brands within the Dynamic Brand Portfolio @ IBN that delivers: (1) access to a vast network of wire solutions via InvestorWire to efficiently and effectively reach a myriad of target markets, demographics and diverse industries; (2) article and editorial syndication to 5,000+ outlets; (3) enhanced press release enhancement to ensure maximum impact; (4) social media distribution via IBN to millions of social media followers; and (5) a full array of tailored corporate communications solutions. With broad reach and a seasoned team of contributing journalists and writers, AINW is uniquely positioned to best serve private and public companies that want to reach a wide audience of investors, influencers, consumers, journalists, and the general public. By cutting through the overload of information in today’s market, AINW brings its clients unparalleled recognition and brand awareness.
AINW is where breaking news, insightful content and actionable information converge.
To receive SMS alerts from AINewsWire, text “AI” to 888-902-4192 (U.S. Mobile Phones Only)
For more information, please visit www.AINewsWire.com
Please see full terms of use and disclaimers on the AINewsWire website applicable to all content provided by AINW, wherever published or re-published: https://www.AINewsWire.com/Disclaimer
AINewsWire
Los Angeles, CA
www.AINewsWire.com
310.299.1717 Office
Editor@AINewsWire.com
AINewsWire is powered by IBN