How rational can an artificial system be? MIT’s new course 6.S044/24.S00 (AI and Rationality) does not aim to answer this question. Instead, we ask students to explore this and other philosophical questions through the lens of AI research. For the next generation of scholars, the concepts of rationality and agency may prove essential to AI…
Distributed GPU networks are touted as a low-cost layer for running AI workloads, but modern model training is still centralized within hyperscale data centers. Frontier AI training involves building the largest and most advanced systems. This process requires thousands of GPUs to work in tight synchronization. This level of coordination makes decentralized networks impractical for…
The promise of agent AI is compelling. It is an autonomous system that reasons, plans, and executes complex tasks with minimal human intervention. Source link
Decentralized physical infrastructure networks (DePIN) have been deemed dead by many investors, but Messari and Escape Velocity’s new “State of DePIN 2025” report claims that the sector has steadily grown into a $10 billion market, generating $72 million in on-chain revenue in the last year alone. According to the report, DePIN tokens in the “Class…
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Banks have warned that stablecoins, especially those that pay yield, could pull deposits out of the banking system, but policy and finance experts say there is little evidence of this so far. Major US bank Standard Chartered recently estimated in a research note that the growth of stablecoins could deplete bank deposits. The report estimates…
Building a chatbot prototype takes hours. Source link
For years, Bitcoin (BTC) traders have been monitoring its price relative to gold (XAU) for clues when BTC hits bottom in USD terms. However, in 2026, the BTC to gold signals start to become less reliable. Important points: Bitcoin reached undervaluation relative to gold and fell below the power law trend. BTC/XAU is already below…
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A new study by the UK Cryptocurrency Business Council (UKCBC) has found that transfers between UK bank accounts and crypto exchanges are frequently blocked, delayed or rejected, even when customers are trying to use regulated platforms. The study, titled ‘Lockout: Debanking the UK’s digital asset economy’, draws on responses from 10 of the UK’s largest…
