Hardware and Software Engineers Merge into Pure Engineers

The article argues for a paradigm shift in decentralized systems: moving from deterministic consensus models to probabilistic approaches. The author contends that consensus mechanisms and time synchronization are limiting innovation in distributed systems. Problems with Consensus Natural systems (ant colonies,...

A prediction on AI and how it relates to the AutonomI network (previously known as the SAFE network). Observation AI/LLMs are here - we can now talk to computers and they can talk back. This is coming in several forms:...

The author reflects on the surprising simplicity of modern AI systems like LLMs, arguing that their success challenges assumptions about complexity and intelligence. Key Themes Simplicity of LLMs: The “attention is all you need” approach and “guessing the next token”...

This blog post explores the shift from data-centric to knowledge-centric models in the digital landscape, covering five key areas: Digital Advertising Reimagined - Moving from attention capture to value-based advertising assisted by AI Personal Data to Personal Knowledge - Using...

This blog post explores how natural systems like ant and bee colonies can inform the design of the SAFE Network. The author argues against network-wide consensus and total order, which he considers unnatural constructs that create bottlenecks. The Mirage of...

This blog post explores how the SAFE network can enable secure, autonomous data sharing across industries including autonomous vehicles, robotics/AI, and healthcare. The author argues that traditional server-based systems are vulnerable to corruption and proposes using Mutable Data types with...

This blog post discusses the limitations of blockchain-based projects that claim to secure data by storing only hashes (data identifiers) on the blockchain rather than the actual data. The author argues that the SAFE Network solves this problem by storing...

This post clarifies the SAFE Network concept, distinguishing it from blockchain-based data storage projects. Key Points SAFE is an autonomous network that protects data without human intermediaries The currency (safecoin) is literally a data type on the network, not a...

David Irvine explains the vision behind the SAFE network - what he calls “The Impossible Network.” He argues that the term “decentralized Internet” has become overused and no longer differentiates MaidSafe from other projects. Instead, he introduces the concept of...