This is changing the way scientists research | Gemini

Gemini — Google’s newest and most capable AI model.

200,000 scientific papers with crucial science information gets read, understood, and filtered by Gemini all in one lunch break. Join DeepMind Research Scientist Sebastian Nowozin and Software Engineer Taylor Applebaum as they explore the AI capabilities of Gemini.

[daintellekt]

A game changer, OpenAI has a worthy competitor now.

[SaschaPallenberg]

Gemini's reasoning capabilities are absolutely mind blowing

[dkursada]

I study biotechnology, hoping to get MSc degree this month. Last year, I wrote a paper about a functional food and its possible effect in gut microbiota, so I was involved with the genomics of a complex microorganism community for the whole process. Literature scanning is always an extensive endeavor in genetics. We hit dead ends, find a lot of irrelevant information or tiredness can catch up to us. It seems like Gemini is not only a time saver, it can enable scientists to pull incredible feats in a heartbeat.

I quickly realized the AI boom as a revolution in science, but the AI models' tendency to hallucinate always kept me in a conservative approach about the latest advancements in LLMs. A model with advanced reasoning capabilities sounds incredible. And the most incredible part of this is that advanced models like Gemini can help us mitigate the long standing replication crisis in science. Replicating old studies with new information seems doable now.

[Illumi_natu]

I'm a CS student specializing in AI, this is all so cool and incredibly impressive but also a little scary! I hope there are still some areas of research and development still available by the time I graduate haha

[MohamedAnsary]

🎯 Key Takeaways for quick navigation:

00:00 🤖 *Gemini, a multimodal model, is tested for outfit understanding.*
00:26 🛸 *Gemini humorously suggests outfit names like "Moon core" during testing.*

Made with HARPA AI

[RonInDune]

My biggest worry about using Gemini for this purpose is that, at scale, it will be very difficult to ensure all the results it obtains is legitimate and not a LLM hallucination. In fact it is this problem that has limited my usage of Bard for literature review so far.

[rezakn]

I HAVE DONE THIS! I've done this exact thing, multiple times, and it usually takes more than a YEAR, when a TEAM of people are working on it! Now it's a lunch break?! Why couldn't this be around when I was busting my hump as an academic researcher?!

[clamr]

This is absolutely unbelievable. What a day to be a human!

[itsMohak]

A very good example of using Gemini for great betterment. AI is not only fun to use but also very intelligent. Very nice, Google.

[kwamesaforo]

Can you please share the links to the Colab notebooks

[DigitalNmad_]

I am a computer science student, This excites me so much, I wish I get to work on this project, I am happy that I am born at the perfect time to witness AI revolution, I am a total novice to the field though lol

[ryanweaver]

Very exciting. Any chance of sharing the colab notebook or code for this?

[JOHN.Z]

Now, I am very excited about this, I've always wanted an AI capable of helping me find the best scientific articles quickly and efficiently. I will use Bard Gemini extensively to create my academic articles more quickly; this is an extremely positive advancement for scientists, as we can now leave the heavy lifting to the AI while we think about better things.

[johnwilson]

Google has put out a lot of new videos on Gemini today. In my opinion this one is the most exciting and clearly demonstrates how valuable it already is.

[freedom_aint_free]

I don't know if I understood it correctly, but the crux of the problem with scientific papers research is to jump through their references and cross examine the claims of those: Imagine a system that can sort through every single paper ever published and generate a graph of the relationship between those, and discriminate by claims, subjects, etc. and them cross-examine them in order to assess the likelihood of those claims to be valid or to be refuted.

[the_gobbo]

What about the hallucinations? What verifies that it didn't made up the data from the papers?

[kaio]

Gemini reasoning and capabilities are pretty amazing.

[HarpaAI]

🎯 Key Takeaways for quick navigation:

00:00 📚 *Problem in scientific literature research*
- The challenge scientists face in searching for and extracting data from scientific papers.
- The time-consuming nature of manual data extraction.
- The introduction of Gemini as a solution to this problem.
00:56 🧬 *Gemini's role in updating scientific datasets*
- A real-world example of using Gemini to update a genetics dataset.
- How Gemini's advanced reasoning capabilities help filter relevant scientific papers.
- Gemini's ability to read papers, extract key data, and add annotations at scale.
01:54 📊 *Leveraging Gemini for data visualization*
- Demonstrating Gemini's multimodal capabilities, including reasoning about figures.
- Using Gemini to update a graph from an original study with new data.
- The potential applications of Gemini beyond biology and science, extending to various domains reliant on large datasets.

Made with HARPA AI

[eshansingh]

I can use Gemini in Bard, but I have no clue where these guys are running Gemini to deploy Gemini for scientific literature curation. Please provide information on this. Very help ful tool

[JR-ddpj]

That looks amazing, is the code you're showing available? What about the resulting updated data set?