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THE DAILY INDEX

Technology, AI, software, security, crypto and business

Across today’s newsletters

Today’s Index

AGENTS 2.0: FROM SHALLOW LOOPS TO DEEP AGENTS

Shallow agents use simple while loops and rely on context windows for memory, making them great for simple 5-15 step tasks but prone to failure on complex multi-step problems due to context overflow and loss of focus. Deep Agents address these limitations through four architectural improvements: explicit planning with maintained to-do lists, hierarchical delegation to specialized sub-agents, persistent external memory storage, and detailed context engineering with comprehensive instructions.

BITCOIN TREASURY COMPANIES STRUGGLE TO HALT PLUNGE

Bitcoin treasury companies attempting to replicate MicroStrategy's success have suffered massive investor losses ranging from 38% for Strategy to 94% for KindlyMD over the past three months, with declines beginning well before BTC's recent peak above $126,000 on October 3rd and subsequent 11-day plunge. Executive teams have been active on social media defending business models, with Metaplanet CEO Simon Gerovich explaining preferred stock issuance benefits, KindlyMD CEO David Bailey denying "FTX vibes" claims as the stock trades below $1 facing Nasdaq delisting, and Strive CIO Ben Werkman arguing valuations have reached "deep value territory" as companies move to a "second phase" leveraging intact balance sheets. While Strategy shares rose from $30 during 2022's crypto winter to $290 today despite recent declines, demonstrating potential for BTCTC comebacks, the current negative sentiment and widespread share price carnage suggest replicating MicroStrategy's first-mover success will require more than just rising bitcoin prices.

THE LITTLE-KNOWN CRYPTO POWERHOUSE BEHIND BILLIONS IN TRADING

Hyperliquid is a decentralized exchange with an automated trading pool and token buybacks. It is a booming platform for perpetual futures, the never-expiring contracts that dominate crypto speculation. Run by a team of roughly 15 people based in Singapore, the site's front end blocks US users, but anyone can trade on the blockchain that powers it. Hyperliquid was designed with transparency in mind - every trade, liquidation, and validator action is verifiable in real time, and Hyperliquid never takes custody of user funds. Much more about the two-year-old exchange is available in the article.

WHY THE NEXT GENERATION OF MRNA VACCINES IS SET TO BE EVEN BETTER

mRNA vaccines that code for virus-like nanoparticles produce a strong immune response while still being quick and cheap to make. Scientists at the University of Washington have shown that an mRNA version of a COVID-19 nanoparticle vaccine produces an immune response in mice that is up to 28 times higher than that of a standard mRNA vaccine. The more potent vaccine could lower side effects as patients receive lower doses. Scientists are already working on mRNA-launched nanoparticle vaccines for the flu, Epstein-Barr, and other viruses.

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