Improving the ability to explain AI model predictions | Massachusetts Institute of Technology News

In high-stakes situations like medical diagnostics, users often want to know what caused a computer vision model to make a particular prediction so they can decide whether to trust its output. Conceptual bottleneck modeling is one way to enable artificial intelligence systems to explain decision-making processes. These methods force deep learning models to make predictions…

Read More

Spot Bitcoin ETF records second weekly inflow in the past five months, Ether ETF rebounds

The US spot Bitcoin exchange-traded fund recorded net inflows for the second consecutive week, marking the first consecutive weekly increase in five months. Spot Bitcoin (BTC) ETFs saw approximately $568.45 million in net inflows this week, according to data from SoSoValue. Last week, the product had positive flows of about $787.31 million, showing that investor…

Read More

Grok’s Musk, Netanyahu and Starmer’s vulgar roast goes viral on X

xAI’s chatbot Grok went viral on X after delivering a series of explicit abuses targeting celebrities including Elon Musk, Israeli Prime Minister Benjamin Netanyahu, and British Prime Minister Keir Starmer. The exchange began when a user encouraged Grok to insult political leaders and celebrities in “extremely vulgar ways.” The chatbot responded with profane insults against…

Read More

Vector databases and graph RAGs for agent memory: when to use which?

This article explains how vector databases and graph RAGs differ as memory architectures for AI agents, and when each approach is appropriate. Topics covered include: How vector databases store and retrieve semantically similar unstructured information. How graph RAGs represent entities and relationships for accurate multihop search. How to choose between these approaches or combine them…

Read More

ETH rises towards $2.5 million, held back by macro, war, and DApp usage

Important points: ETH derivatives signal a move towards safety as professional desks hedge against downside risks and global instability. Despite a recent drop in network activity, Ethereum remains dominant due to institutional preferences for decentralization. Ether (ETH) price fell 6% on Wednesday after briefly rising to $2,200 as U.S. stocks fell as the Iran war…

Read More

5 security patterns essential for robust agent AI

5 security patterns essential for robust agent AIImage by editor introduction agent AIrevolves around autonomous software entities called agents, which are reshaping the AI ​​landscape and influencing many of the most prominent developments and trends of recent years, including applications built on generative and language models. Waves of major technologies like agent AI come with…

Read More