How Bad Training Data Can Turn an AI Chatbot Toxic
Why it matters: How Bad Training Data Can Turn an AI Chatbot Toxic and damage trust, plus steps to prevent biased harmful bots.
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OpenAI vs Claude Code: Inside the New AI Coding War
Why it matters: OpenAI vs Claude Code: Inside the New AI Coding War, boosting dev speed, safety and governance for real teams.
A better method for planning complex visual tasks
MIT researchers have developed a generative artificial intelligence-driven approach for planning long-term visual tasks, like robot navigation, that is about twice as effective as some existing techniques. Their method uses a specialized vision-language model to perceive the scenario in an image and simulate actions needed to reach a goal. Then a second model translates those…
3 Questions: Building predictive models to characterize tumor progression
Just as Darwin’s finches evolved in response to natural selection in order to endure, the cells that make up a cancerous tumor similarly counter selective pressures in order to survive, evolve, and spread. Tumors are, in fact, complex sets of cells with their own unique structure and ability to change. Today, artificial Intelligence and machine…
How Joseph Paradiso’s sensing innovations bridge the arts, medicine, and ecology
Joseph Paradiso thinks that the most engaging research questions usually span disciplines. Paradiso was trained as a physicist and completed his PhD in experimental high-energy physics at MIT in 1981. His father was a photographer and filmmaker working at MIT, MIT Lincoln Laboratory, and the MITRE Corporation, so he grew up in a house where artists,…
How AI Chatbots Are Rewriting Good and Evil
Why it matters: How AI Chatbots Are Rewriting Good and Evil explores how everyday AI advice quietly reshapes our moral choices.
Yann LeCun AMI Labs And The Rise Of AI World Models
Why it matters: Yann LeCun AMI Labs And The Rise Of AI World Models explores world models powering autonomous, agentic AI systems.
AI For Smarter Regulatory Filings And Pharma Factories
Why it matters: AI For Smarter Regulatory Filings And Pharma Factories cuts errors, speeds submissions, and boosts GxP compliant productivity
AI Mapping 3D Super Enhancers And Cell Identity
Why it matters: AI Mapping 3D Super Enhancers And Cell Identity explores how AI decodes 3D genome hubs to reveal cell fate and disease
Improving AI models’ ability to explain their predictions
In high-stakes settings like medical diagnostics, users often want to know what led a computer vision model to make a certain prediction, so they can determine whether to trust its output. Concept bottleneck modeling is one method that enables artificial intelligence systems to explain their decision-making process. These methods force a deep-learning model to use…