China Will Create ‘Real AI Scientists!’

ALSO: Apple Just Bought a Canadian AI Startup!

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Welcome back, folks.

Imagine a world where machines are the new Einsteins. Yes, this is exactly what Chinese researchers are working on. They’re not just creating smart machines, they’re creating machines that can outsmart us.

In the meantime, Apple quietly bought a Canadian AI startup to bolster its AI game in the near future.

 Today in the “Incredible AI” world: 

  • China Wants to Create ‘Real AI Scientists’

  • Apple’s Acquisition of AI Startup DarwinAI

  • Best AI Tools of the Day

  • Perplexity is Ready to Take on Google

  • How to Automate Research with ChatGPT

  • More AI & Tech News

Read Time: 4 minutes


Chinese researchers have developed a new framework to train machine learning models. They hope this could lead to the creation of “real AI scientists” capable of improving experiments and solving scientific problems.

Things to Know:

  • Deep Learning Revolution: Deep learning models have revolutionized scientific research due to their ability to uncover relationships from large amounts of data. However, these models struggle to simulate some aspects of the real world.

  • Informed Machine Learning: The researchers propose using prior knowledge, such as the laws of physics or mathematical logic, alongside data to train these models. This approach, termed “informed machine learning,” could make the models more accurate.

  • Challenges and Solutions: Incorporating multiple rules into a model can lead to models collapsing. To address this, the researchers created a framework to assess the value of rules and determine which combinations resulted in the most predictive models.

This research represents a significant step towards creating AI scientists. By incorporating prior knowledge into machine learning models, we may soon see AI making substantial contributions to scientific discovery.

Apple has recently acquired DarwinAI, a Canadian startup known for its work in optimizing AI systems. This move is part of Apple’s broader strategy to enhance its AI capabilities.

Things to Know:

  • Acquisition Details: Apple’s acquisition of DarwinAI was done quietly, with the startup’s employees, including co-founder Alexander Wong, being integrated into Apple’s workforce.

  • DarwinAI’s Expertise: DarwinAI specializes in making AI systems smaller and faster, and has also developed AI technology for inspecting components during manufacturing.

  • Apple’s AI Plans: While Apple has been relatively silent about its AI plans, the acquisition of DarwinAI suggests that the company is planning to add more AI features to its upcoming iOS 18.

Apple’s acquisition of DarwinAI indicates a significant push toward enhancing its AI capabilities. With the integration of DarwinAI’s expertise, we can expect more AI features in Apple’s future products.


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Perplexity is Ready to Take on Google:

Perplexity AI is set to revolutionize the search engine landscape. With a unique approach to AI search, it aims to provide answers instead of links, challenging Google’s dominance.

Things to Know:

  • Technology Behind Perplexity: Perplexity AI leverages advanced machine learning algorithms to understand and anticipate user queries. This enables the delivery of precise answers, reducing the need for multiple searches and clicks.

  • Impact on Market Dynamics: The entry of Perplexity AI disrupts the search engine landscape, challenging established players. Its unique answer-focused model could shift user expectations and behaviors, leading to a new standard in search.

  • Future Prospects: With significant backing and a clear vision, Perplexity AI is poised for rapid growth. Its success could inspire further innovation in AI-driven search solutions, benefiting users worldwide.

As AI continues to evolve, startups like Perplexity AI are pushing the boundaries of what’s possible. Their success could herald a new era in search technology, making our digital lives more seamless and efficient.


How to Automate Research with ChatGPT:

  • Go to ChatGPT and log in

  • Search for Consensus in the Explore GPTs tab or access it directly here

  • Now write the prompt for your research topic and press enter

  • You’ll get a list of different sources on your research topic along with research paper links

For the example above, I used the following prompt:

Prompt: How effective is meditation in reducing stress and anxiety?

You can also use the Consensus GPT to get:

  • Direct Quote: Ask it to quote directly from research papers.

  • Get Latest Results: Prompt it to give you results from a specific year if it shows older results.

  • Opinion-Based Research: Explain what you’re researching and ask for an opinion.


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