Articles
In-depth articles and research on AI, technology, crypto and finance.
15 results
Tokenmaxxing: Strategies to Control Budgets and Optimize Performance in AI Usage
From wasteful token habits across tech giants to model routing, context pruning, and caching methods that dramatically cut AI operating costs.
AIThe Reality of Crypto-AI Inference Networks: 1% Market Share and the Token Subsidy Dilemma
A report from Blockworks Advisory analyzes 7 Web3 inference providers on OpenRouter, highlighting their modest scale and heavy reliance on token subsidies.
CryptoAI Agents and Privacy: Look at Permissions Rather Than Promises
Dots and Muse both emphasize privacy, but computer isolation, action controls, and training data usage are distinct issues. Reading the technical documentation helps distinguish current mechanisms from future promises.
AIGSR Report: Low Float and High FDV Is a Structure Guaranteed to Cause Retail Losses
GSR analyzed every listing on major exchanges since 2013 and found that tokens with a float under 20% lost around 75% of their value after one year, while those with a 30–50% float lost only about 45%.
CryptoFrom AI experiments deciding which tools to use to lessons on the role of humans in the system
Armature's research tracks how Claude Code, Codex, and Cursor choose third-party tools, and why being mentioned doesn't necessarily mean being chosen.
AIWhy the AI memory thirst could make phones more expensive
Rising RAM prices are not solely due to AI, but demand from data centers is tightening an already concentrated memory market and pushing pressure onto phones, PCs, and consumer devices.
TechnologyStablecoins Struggle to Scale Without the Banking System
Real data shows stablecoin payments account for just 0.02% of the cross-border market, and the most critical infrastructure remains in the hands of banks.
CryptoJensen Huang Claims the Era of AGI Has Arrived, but Is It True?
Nvidia's CEO claims AGI has arrived following OpenAI's launch of GPT-6 Astra, but researchers push back, arguing the claim lacks a definition and comes from a directly interested party.
AIHold Bitcoin Long-Term or Time the Market: What 16 Years of Data Shows
An analysis of Bitcoin data from 2010 to 2026 reveals that most annual returns are concentrated in just a few trading days. Missing the 10 best days is enough to turn a winning year into a losing one.
CryptoFed Study: Beliefs and Past Returns Are What Really Drive Crypto Prices
The Cleveland Fed surveyed up to 25,000 U.S. households per wave and found that return expectations explain who owns crypto better than any demographic trait. Simply showing people Bitcoin's 12-month gains was enough to get them to start buying.
CryptoThe AI Agent Era Is Still in Its Infancy, but Agents Are Already Burning 5 Times More Tokens Than Humans
Data from OpenAI and OpenRouter reveals that top enterprise AI adopters are pulling away from the pack, agents consume tokens in a fundamentally different way than humans, and legacy automation tools are beginning to lose ground.
AIThe "Stealth" Ox Alpha Model and Major Question Marks
A 1M-context multimodal reasoning model geared toward coding and agentic tasks surfaced on OpenRouter on August 20 under an anonymous "stealth" provider; free for roughly a week, early community benchmarks are remarkably high, and Z.ai (GLM) is the most heavily rumored lab behind it.
AIWhat Problem Does Context Engineering Actually Solve?
From a single prompt to a system that provides the right context for the model.
A Narrative Can Be Right, but the Token Still Fails
Distinguishing between product thesis, market thesis, and token thesis.
Learning AI Engineering by Building in Public
A product-driven roadmap instead of endless courses.