Scaling audio-visual learning without labels | MIT News

Researchers from MIT, the MIT-IBM Watson AI Lab, IBM Analysis, and elsewhere have developed a brand new approach for analyzing unlabeled audio and visible information that would enhance the efficiency of machine-learning fashions utilized in functions like speech recognition and object detection. The work, for the primary time, combines two architectures of self-supervised studying, contrastive … Read more

3 Questions: Jacob Andreas on large language models | MIT News

Phrases, information, and algorithms mix, An article about LLMs, so divine. A glimpse right into a linguistic world, The place language machines are unfurled. It was a pure inclination to process a big language mannequin (LLM) like CHATGPT with making a poem that delves into the subject of huge language fashions, and subsequently make the most of … Read more

Drones navigate unseen environments with liquid neural networks | MIT News

Within the huge, expansive skies the place birds as soon as dominated supreme, a brand new crop of aviators is withdrawing. These pioneers of the air are usually not dwelling creatures, however fairly a product of deliberate innovation: drones. However these aren’t your typical flying bots, buzzing round like mechanical bees. Moderately, they’re avian-inspired marvels … Read more

MIT CSAIL researchers discuss frontiers of generative AI | MIT News

The emergence of generative synthetic intelligence has ignited a deep philosophical exploration into the character of consciousness, creativity, and authorship. As we bear witness to new advances within the subject, it’s more and more obvious that these artificial brokers possess a exceptional capability to create, iterate, and problem our conventional notions of intelligence. However what … Read more

A four-legged robotic system for playing soccer on various terrains | MIT News

For those who’ve ever performed soccer with a robotic, it is a acquainted feeling. Solar glistens down in your face because the scent of grass permeates the air. You go searching. A four-legged robotic is hustling towards you, dribbling with willpower.  Whereas the bot doesn’t show a Lionel Messi-like stage of means, it is a … Read more

Speeding up drug discovery with diffusion generative models | MIT News

With the discharge of platforms like DALL-E 2 and Midjourney, diffusion generative fashions have achieved mainstream reputation, owing to their potential to generate a collection of absurd, breathtaking, and infrequently meme-worthy photos from textual content prompts like “teddy bears engaged on new AI analysis on the moon within the Nineteen Eighties.” However a crew of … Read more

Creating a versatile vaccine to take on Covid-19 in its many guises | MIT News

One of many 12 labors of Hercules, in response to historical lore, was to destroy a nine-headed monster known as the Hydra. The problem was that when Hercules used his sword to cut off one of many monster’s heads, two would develop again instead. He due to this fact wanted a further weapon, a torch, … Read more

Large language models are biased. Can logic help save them? | MIT News

Seems, even language fashions “assume” they’re biased. When prompted in ChatGPT, the response was as follows: “Sure, language fashions can have biases, as a result of the coaching knowledge displays the biases current in society from which that knowledge was collected. For instance, gender and racial biases are prevalent in lots of real-world datasets, and … Read more

MIT-Takeda Program heads into fourth year with crop of 10 new projects | MIT News

In 2020, the Faculty of Engineering and Takeda Pharmaceutical Firm launched the MIT-Takeda Program, which goals to leverage the expertise of each entities to resolve issues on the intersection of well being care, medication, and synthetic intelligence. For the reason that program started, groups have devised mechanisms to cut back manufacturing time for sure pharmaceutical … Read more

Automating the math for decision-making under uncertainty | MIT News

One purpose deep studying exploded during the last decade was the provision of programming languages that would automate the maths — college-level calculus — that’s wanted to coach every new mannequin. Neural networks are skilled by tuning their parameters to attempt to maximize a rating that may be quickly calculated for coaching information. The equations … Read more