Toggle light / dark theme

DeepMind’s co-founder suggested testing an AI chatbot’s ability to turn $100,000 into $1 million to measure human-like intelligence

DeepMind’s co-founder believes the Turing test is an outdated method to test AI intelligence. In his book, he suggests a new idea in which AI chatbots have to turn $100,000 into $1 million.

A co-founder of Google’s AI research lab DeepMind thinks AI chatbots like ChatGPT should be tested on their ability to turn $100,000 into $1 million in a “modern Turing test” that measures human-like intelligence.

Mustafa Suleyman, formerly head of applied AI at DeepMind and now CEO and co-founder of Inflection AI, is releasing a new book called “The Coming Wave: Technology, Power, and the Twenty-first Century’s Greatest Dilemma.”


Mustafa Suleyman said the original Turing Test is outdated because it’s “unclear” whether it’s a “meaningful milestone” for AI intelligence anymore.

AI could change the future of yogurt—and turn Danone around

Making the yogurt of the future requires a cast of 21st-century helpers: machine learning, gut science and even a mysterious artificial stomach.

At a new Danone facility near Paris, researchers feed dollops of yogurt into globular glass vessels and plastic tubes designed to mimic the human gut. Once the bacteria inside show they can survive the digestive juices, artificial intelligence is put to work to probe their potential health benefits.

To consumers bombarded with claims about the supposed power of probiotics, the goal may sound familiar: souped-up yogurt. But the owner of Activia and Actimel is betting technology can yield answers on which friendly bacteria work best and why, giving its products a scientific edge at a time when revenue is lagging and consumers are growing wary of .

ChatGPT — A Human Upgrade Or Future Malaise?

Elon Musk is exploring the possibility of upgrading the human brain to allow humans to compete with sentient AI through ‘a brain computer interface’ created by his company Neuralink. “I created [Neuralink] specifically to address the AI symbiosis problem, which I think is an existential threat,” says Musk.

While Neuralink has just received FDA approval to start clinical trials in humans (intended to empower those with paralysis), only time will tell whether this technology will succeed in augmenting human intelligence as Musk first intended. But the use of AI to augment human intelligence brings up some interesting ethical questions as to which tools are acceptable (a subject to be discussed… More.


Chat GPT may have an effect on critical thinking. Also early adopters may be at an advantage with GPT. Study with students.

AI can now predict hit songs with 97% accuracy

“A new way for artists, record producers, and streaming services to delight listeners with new music.”

Predicting hit music is no easy feat. Popular music streaming services give people a fresh mixtape of music daily or weekly.

Spotify does this with its “Discover Weekly” feature that gives users a playlist of 30 new songs every Monday. Another subscription-based music service Pandora introduces new music using “Personalized Soundtracks” after an analysis of 450 attributes via its Music Genome Project.

Code Gets ‘God Mode’: GitHub Copilot X GPT-4

Chat gpt 4 has near limitless potential for AI good and it helping so many coders already. It is much like the beginning of the star trek computer and Jarvis from Ironman. It is actually making quick work of all the coding tasks. The real potential is full automation where even work and society could evolve millions of years in seconds. For space exploration we could see it implemented for information of all kinds that is accurate. Eventually it really could be a star trek computer for space exploration. This will only get smarter and Eventually gaps of knowledge even from college level tasks can be easily done and beyond. Along with neuralink even humans could have accurate knowledge with chat gpt 4 including all known knowledge like the entire internet inside neuralink eventually. This could even help with guarding against the superintelligence if that were to happen. Also can even guard nations eventually from polymorphic malware. This tool is a definite force of AI good so stay tuned to chat gpt 4 and beyond.


Hold onto your hats! Microsoft has done it again with the announcement of GitHub Copilot X powered by GPT-4. This shiny new iteration offers many features that will make your pair programming experience feel like a walk in the park.

Clippy Comes to Life with Chat-GPT and Raspberry Pi

The future of clippy and toy makers is promising 👌 😀 😄.


As Microsoft eagerly adds Chat-GPT to Bing, Word, Edge, and dozens of other products, I can’t help myself from thinking of Clippy. The old assistant could be seen as a precursor to modern, collaborative AI. Clearly, someone else had the same thought, but they actually did something with it.

Roboticist David Packman created an animatronic Clippy that answers voice prompts using Chat-GPT. Like a Alexa or Siri, it listens for a wake word (“Hey, Clippy”) and responds accordingly. Voice prompts and Clippy’s responses are processed through Azure Speech Services, and the whole thing runs on a Raspberry Pi computer.

DeepMind’s RoboCat learns to perform a range of robotics tasks

DeepMind says that it has developed an AI model, called RoboCat, that can perform a range of tasks across different models of robotic arms. That alone isn’t especially novel. But DeepMind claims that the model is the first to be able to solve and adapt to multiple tasks and do so using different, real-world robots.

“We demonstrate that a single large model can solve a diverse set of tasks on multiple real robotic embodiments and can quickly adapt to new tasks and embodiments,” Alex Lee, a research scientist at DeepMind and a co-contributor on the team behind RoboCat, told TechCrunch in an email interview.

RoboCat — which was inspired by Gato, a DeepMind AI model that can analyze and act on text, images and events — was trained on images and actions data collected from robotics both in simulation and real life. The data, Lee says, came from a combination of other robot-controlling models inside of virtual environments, humans controlling robots and previous iterations of RoboCat itself.

Study says AI data contaminates vital human input

At the turn of this century, Jeff Bezos popularized the use of mechanical turks—low-paid workers working remotely with perhaps thousands of others on tiny parts of larger computer projects—to ensure a human perspective on mostly simple tasks that proved perplexing to computers. He termed this blending of human and digital brain power “artificial artificial intelligence.”

About a quarter million people are employed through Amazon’s Mechanical Turk marketplace, just one of many sources providing such services.

This week, researchers at Swiss-based university EPFL reported that turks who had provided important human input are now relying on AI-generated content to complete their tasks. They dubbed this phenomenon “artificial artificial artificial intelligence.”

AI finds potential anti-aging molecules

This study demonstrates that AI can be incredibly effective in helping us identify new drug candidates – particularly at early stages of drug discovery and for diseases with complex biology or few known molecular targets.


A machine learning model has been trained to recognise the key features of chemicals with senolytic activity. It recently found three chemicals able to remove senescent cells without damaging healthy cells.

Molecular structure of oleandrin. Credit: Mplanine, CC BY-SA 4.0, via Wikimedia Commons.

Senescent cells, often referred to as “zombie cells”, are cells that have stopped dividing but remain metabolically active. These cells increase with age and secrete harmful substances that can lead to chronic inflammation and affect the function of nearby cells. This contributes to aging and various age-related diseases like heart disease, diabetes, Alzheimer’s, and certain cancers. Their elimination or reprogramming is a key focus of aging-related research.