Last Week in AI

Discover how AI is taking on illegal fishing by tracking hidden vessels. Marvel at the groundbreaking efforts to decode ancient languages that have stumped experts for a century. Delve into the innovative world of neural rendering, revolutionizing 3D experiences. Explore the ethical dilemmas of eye-tracking technology in ads with MoviePass 2.0. Uncover the biases in AI job interviews and enjoy creative experiments, including quirky AI-generated 70s sci-fi pulp cover art that combines nostalgia with technology.

IBM Watson suffers a major setback with critical misdiagnoses, revealing the dangers of AI in healthcare. Zillow's AI fails spectacularly in real estate, leading to the collapse of its buying initiative. Meanwhile, DeepMind introduces AlphaCode, a code-generating powerhouse that competes with human developers. Legal challenges arise as an insurance company faces a class action for misusing biometric data. On a lighter note, AI-generated Valentine's cards bring laughter, showcasing both creativity and quirky glitches in machine-generated love.

Discover the latest AI advancements, including Meta's ambitious goal to create the fastest supercomputer. OpenAI unveils new, safer text-generating models. China is stepping up its regulations on deepfakes, raising ethical questions. Learn how AI is revolutionizing mental health monitoring. Plus, see an AI play an incredible game of Tetris that showcases advanced strategies. Google highlights women's contributions to science, aiming to reshape visibility in the field.

Discover how AI software almost predicted the tricky Omicron structure and the innovative early warning system created by BioNTech and InstaDeep for COVID-19 variants. Explore the exciting world of self-farming farms and the playful side of AI with students crafting beer recipes using machine learning. Unravel the implications of AI in art attribution, the controversial practices of facial recognition tech, and the emergence of cuddly therapy robots in response to feelings of isolation.

Jeremie Harris, host of the Towards Data Science podcast, dives into the pivotal AI trends of 2021. He highlights the shift towards efficiency in foundational models, exemplified by DeepMind's Gopher outpacing GPT-3 in performance while requiring fewer resources. The conversation also touches on the importance of procedural environment generation in reinforcement learning, showcasing how it can lead to more adaptable AI agents. Jeremie reflects on the implications for ethics in AI development and the exciting future of open-ended learning.

Happy New Year! Dive into the exciting world of AI art, where an app lets you create stunning images just by typing words. Discover a groundbreaking AI-powered game platform set to revolutionize gaming experiences. Explore the new Transactions on Machine Learning Research journal aimed at enhancing research quality and efficiency. Plus, learn about DeepMind's innovative language model that proves bigger isn't always better. The podcast also addresses pressing ethical concerns in facial recognition and the regulation of autonomous weapons.

Explore the rise of AI companions, delving into the balance between technology and human interaction. Discover how machine learning transformed audio restoration for The Beatles' documentary and enhanced severe weather predictions. Unpack the ethical dilemmas of crime prediction software that disproportionately affects marginalized communities. Get insights into Tesla's autonomous driving challenges under Elon Musk's vision. Finally, learn about a versatile quadruped robot and an innovative youth program pushing AI boundaries!

Explore the fascinating world of procedural storytelling in video games, where algorithms craft unique narratives based on player choices. Discover how Twitch's new AI feature enhances user safety online by detecting suspicious behavior. DeepMind's groundbreaking research on knot theory and efforts by Yale to combat biases in AI are also highlighted. Plus, hear about Timnit Gebru's new AI research center and a controversial decision by the U.S. to not regulate 'killer robots.' Finally, dive into an AI reinterpretation of Hitchcock's 'Vertigo' that merges art and technology.

Google's offices are now home to prototype robots that handle cleaning duties. Grammarly's massive funding aims to enhance AI-powered writing tools, while new AI art installations at the Smithsonian offer interactive experiences. A Utah company claims to have developed a revolutionary truth-telling technology, raising eyebrows among experts. Meanwhile, NVIDIA showcases its GauGAN tool, allowing users to create art from simple text prompts. This blend of technology and creativity opens up exciting possibilities in the AI landscape.

Abigail See, a recently graduated PhD student from Stanford's NLP group and former head TA, shares her unique insights on teaching AI. She discusses the joys and hurdles of education in a rapidly changing field, emphasizing the importance of empathy and adaptability. Abigail highlights the struggle to keep students engaged in large classes while nurturing their love for learning amidst grade pressures. The episode also touches on the challenges of balancing research with teaching and the disparities in resources that affect students' opportunities in AI.