As large language models get more capable, their practical limits in real software projects are becoming more obvious. Models can write functions and small patches, but they tend to fall apart on long-horizon work: multi-file refactors, evolving requirements, and deep… Read More »Random Labs’ Slate V1 Bets on ‘Swarm-Native’ Agents to Fix AI’s Systems Problem
The next phase of enterprise AI will be defined less by model benchmarks and more by whether infrastructure can safely host autonomous agents in production. The partnership between open-source agent platform NanoClaw and Docker’s new Sandboxes offering is an early… Read More »NanoClaw–Docker Sandboxes: How MicroVM Isolation Could Unlock Enterprise AI Agents
South Korea’s latest enforcement move against Bithumb is about more than a single exchange’s compliance gaps. It is directly reshaping one of the most important regional pricing signals in crypto – the Bitcoin kimchi premium – and testing how much… Read More »South Korea’s Bithumb Crackdown Puts Bitcoin’s Kimchi Premium at Risk
Donald Trump is touting plans for what would be the first major new U.S. oil refinery in nearly half a century just as gasoline prices spike and energy re-emerges as a key inflation driver. For crypto and macro investors, the… Read More »Trump’s Brownsville Refinery Promise Meets the Reality of Rising Oil and Bitcoin Pressures
Anthropic is deepening its push into enterprise workflows by extending its Claude AI model more tightly into Microsoft Excel and PowerPoint. With new shared-context capabilities and a system of reusable “Skills” for repeatable workflows, the company is positioning Claude as… Read More »Anthropic Extends Claude Across Excel and PowerPoint With Shared Context and Reusable Skills
Multi-agent AI systems are moving from research demos into production software engineering, cybersecurity, and operations workflows. But they come with a hard economic constraint: they can generate up to 15x the token volume of standard chat use cases, putting serious… Read More »Inside Nvidia’s Nemotron 3 Super: A 120B-Parameter Hybrid Model Built for Multi‑Agent Workloads
Within days of acknowledging that crypto mixers can have lawful uses, Washington also moved to retry one of the most high-profile mixer-related criminal cases in the US. For investors and builders, the juxtaposition around Tornado Cash co-founder Roman Storm has… Read More »Tornado Cash Retrial Push Exposes Washington’s Confusing Stance on Crypto Mixers
AI agents can already talk to each other, call tools, and move money over the internet. What the stack still lacks is a shared way to decide when the money should actually move. That unresolved “judgment layer” is where crypto… Read More »Do AI Agents Need Crypto to Safely Pay Each Other Online?
Static application security testing (SAST) has been a backbone of enterprise AppSec programs for more than a decade. But two back-to-back launches from Anthropic and OpenAI are exposing a structural limitation in pattern-matching scanners that no tuning or rule pack… Read More »LLM Reasoning vs. SAST: How Anthropic and OpenAI Just Rewrote AppSec Detection
Over less than two weeks, OpenAI has simultaneously shipped one of its most compelling education features to date and found itself confronting legal, political, and financial pressures on multiple fronts. The company’s new interactive math and science tools for ChatGPT… Read More »OpenAI’s New ChatGPT Learning Tools Arrive Amid Lawsuits, Pentagon Backlash, and Soaring Cash Burn
The U.S. Treasury has, for the first time, explicitly acknowledged that lawful users of digital assets may turn to crypto mixers to protect their financial privacy on public blockchains. The language, contained in a March 2026 report to Congress, does… Read More »US Treasury Opens Door to Regulated Crypto Mixers for Financial Privacy
Bitcoin quietly crossed a symbolic threshold on March 9: the circulating supply surpassed 20 million BTC. That means roughly 95% of the 21 million coins that will ever exist are now in circulation, leaving fewer than 1 million still to… Read More »With 95% of Bitcoin Now Mined, Can the Network Stay Secure After Block Rewards End?