Michael Willson

Meta SAM Audio marks a significant expansion of Meta’s Segment Anything research beyond images and video into the audio domain. Instead of relying on separate tools for music separation, noise reduction, or speech isolation, Meta designed a single model that can segment and isolate sounds from…

Meta’s AI glasses got a hearing update that turns its smart eyewear from a passive audio device into something much closer to an assistive listening tool. This update is not about louder sound or better bass. It is about making human voices clearer in real-world situations where background noise…

The phrase “crypto ETPs to see a flood of liquidations by 2027” sounds like traders getting wiped out. That is not what this is. It is about fund closures. In ETF and ETP markets, “liquidation” usually means the issuer shuts the product, sells the underlying holdings, and returns cash to…

Solana tests quantum-resistant transactions at a moment when blockchain security discussions are no longer theoretical. The conversation has shifted from “will quantum computers matter” to “how early is early enough.” On 16 December 2025, the Solana Foundation confirmed it had deployed a…

In late 2025, while public attention stayed fixed on benchmark charts and model releases, a quieter but more consequential shift was unfolding inside the AI ecosystem. OpenAI began adopting a structural idea that did not originate in-house. It came from Anthropic, and it was called “skills.” This…

AI guided planetary mapping is what happens when planetary science meets modern machine learning at mission scale. Instead of a small team manually tracing craters, dunes, and lava flows across endless image tiles, researchers now build pipelines that can scan whole planetary datasets, flag…

AI agents in disaster response have moved from theory into real-world operations because emergencies now generate more data than humans can process fast enough. Earthquakes, floods, hurricanes, wildfires, and health crises produce continuous streams of satellite imagery, sensor data, emergency…

Collaborative AI in scientific discovery is no longer a future promise. By late 2024 and throughout 2025, it became a working model inside some of the world’s most advanced research environments. Instead of treating AI as a passive assistant that summarizes papers or writes code, research teams now…

Multi agent simulations sit at the point where artificial intelligence stops being a single model answering a prompt and becomes a system of many autonomous entities interacting with each other and a shared environment. By 2024 and 2025, these simulations moved from academic curiosity into serious…

Inside the workflow of a modern tool using AI agent is where the real shift in software design becomes visible. These tools are no longer built around single prompts or one-off automation. They operate as coordinated systems that plan, decide, act, recover from errors, and improve over time. By…

Japan’s financial system is preparing for a meaningful shift as SBI Holdings and Startale Group move forward with plans to issue a fully regulated Japanese yen stablecoin in 2026. This is not a speculative crypto experiment or a loosely governed digital token. It is being built as formal financial…

What is metamask extension MetaMask adds Bitcoin support at a time when wallet fragmentation had become one of the most persistent pain points in digital asset management. For years, users were forced to maintain separate wallets for Bitcoin and Ethereum, or rely on wrapped tokens that introduced…