MIT CSAIL researchers are proposing a different answer to the long-context problem in large language models: don’t keep stretching the context window—change how the system uses it. Their new Recursive Language Models (RLMs) framework treats long prompts as an external… Read More »MIT’s Recursive Language Models: A Systems Approach to 10M-Token Contexts
For many enterprises, large language models are no longer experiments in a lab—they are threaded into revenue-generating workflows and regulated processes. That reality came into sharp focus during OpenAI’s outage in December, when a pharmacy customer of enterprise AI infrastructure… Read More »TrueFoundry’s TrueFailover Aims to Keep Enterprise AI Online When Model Providers Go Dark
Natural gas jumped 17.76% on Jan. 19, a move most crypto traders would typically file under “energy desk problem, not my problem.” But in a market where Bitcoin is increasingly priced as a macro asset, a sharp energy shock is… Read More »Why a Sudden Natural Gas Spike Could Set a Macro Trap for Bitcoin
Intercontinental Exchange (ICE), the owner of the New York Stock Exchange (NYSE), is preparing a structural shift in how US securities trade and settle. On Jan. 19, the company announced plans for a new platform for tokenized US-listed equities and… Read More »ICE’s Tokenized Cash Bet: Reshaping NYSE Settlement and the Hidden Risks Beneath
AI-assisted coding has moved from novelty to daily reality for many engineers. But as tools become more powerful, they are also becoming more expensive — and more constrained. In that environment, Block’s Goose, a free, local, open-source AI agent, is… Read More »Goose vs. Claude Code: How a Free Local AI Agent Challenges $200-a-Month Coding Tools
Bitcoin just lived through the kind of macro shock that should have been its moment to shine. Instead, as geopolitical risk flared and traditional havens ripped higher, the world’s largest crypto asset was the first thing sold. On Monday, Bitcoin… Read More »Bitcoin Buckles Under Tariff Shock While Gold Soars: What It Means for the ‘Digital Gold’ Narrative
Headline inflation data has been moving in the right direction, but the underlying price tape is getting messier. While Bitcoin traders watch CPI releases and Fed rhetoric, some of the most important signals for the next macro move are buried… Read More »Fertilizer Shock: How Rising Food Input Costs Could Reignite Inflation and Shape Bitcoin’s Next Move
The question “Are we in an AI bubble?” badly undershoots what’s actually happening. Treating AI as a single economic unit, destined either for glorious transformation or spectacular collapse, ignores how unevenly risk is distributed across the stack. The reality, drawn… Read More »Not One AI Bubble, But Three: How Wrappers, Models, and Infrastructure Will Deflate on Different Timelines
Bitcoin’s derivatives market just crossed an important structural milestone: for the first time, open interest in options has surpassed open interest in futures. By mid-January, Bitcoin options open interest climbed to roughly $74.1 billion, edging above about $65.22 billion in… Read More »Bitcoin Options Overtake Futures: How Institutional Hedging Is Squeezing Retail Leverage
Bitcoin was designed as a peer-to-peer electronic cash system outside the control of banks and governments. In 2026, however, the gravity in crypto is pulling in a different direction: into exchange-traded funds, regulated derivatives, banked stablecoins, and tokenized government debt.… Read More »Is TradFi Eating Crypto? ETFs, Regulation, and the Slow Death of Satoshi’s Decentralized Vision
NeurIPS has long been the place where new architectures, training tricks and evaluation benchmarks quietly change how real systems are built. The 2025 edition continued that pattern — but with a sharper message for anyone working on LLMs, agentic systems… Read More »NeurIPS 2025: Five Papers That Show Why AI Progress Is Now Systems-Limited
Prediction markets have spent years arguing they are information tools and financial instruments, not gambling apps with better UX. Tennessee just forced that argument into court. In early January, the state’s sports betting watchdog told Kalshi, Polymarket, and Crypto.com to… Read More »Tennessee Targets Kalshi and Polymarket: When Do Prediction Markets Become Illegal Sports Betting?