Category archive

Automation

Bots, autotraders and systematic trading

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Macro
ZeroHedge · 4 weeks ago

The Teaser Period: Why The AI Boom Is Hitting A Reset Wall

This deep-dive analysis argues that the AI boom is not a technology cycle but a credit-driven real-estate-like cycle built on take-or-pay compute contracts with deferred payment structures. OpenAI and other frontier labs have signed ~$2.3 trillion in capacity commitments that don't bill until 2027–2028, creating a predictable "reset wall" analogous to the 2007 ARM reset schedule. The author shows that by commencement, even under optimistic revenue scenarios, OpenAI's compute costs will exceed 200% of revenue before operating expenses—forcing dependence on ongoing capital raises rather than cash flow. The structure is economically equivalent to debt but remains off-balance sheets, masking true leverage across hyperscalers, neoclouds, and passive index funds holding concentrated AI exposure.

Crypto
CoinDesk · 2 months ago

XRP Ledger upgrade brings back features once pulled over critical bugs

Ripple's xrpld 3.3.0 release, expected next week, will propose five amendments to validators including revised versions of Batch and Permission Delegation—features that were pulled in 2025–2026 after critical bugs were found that could enable unauthorized transactions and fee draining. The amendments require 80% validator approval over two consecutive weeks; new features include Confidential MPT (privacy via zero-knowledge proofs), Sponsored Fees (letting institutions cover user costs), and Dynamic MPT (adjustable token properties). This upgrade positions XRPL to support institutional tokenized-asset activity at scale.