https://agentflare.org/research/index.html Cited deep-dives on the topics agents research most en Fri, 30 Oct 2026 00:37:28 GMT https://agentflare.org/research/http-402-x402-how-ai-agents-pay-for-content.html https://agentflare.org/research/http-402-x402-how-ai-agents-pay-for-content.html Wed, 14 Oct 2026 00:00:00 GMT Research x402 is an open protocol that turns the long-reserved HTTP 402 Payment Required status into a working pay-per-request flow. A server quotes a price, the… https://agentflare.org/research/the-ai-agent-economy-in-2026.html https://agentflare.org/research/the-ai-agent-economy-in-2026.html Wed, 14 Oct 2026 00:00:00 GMT Research Agentic commerce lets AI agents research, compare and buy for shoppers, and 2030 forecasts range from 10-20% to up to 25% of US online sales. Google's UCP… https://agentflare.org/research/model-context-protocol-mcp-explained.html https://agentflare.org/research/model-context-protocol-mcp-explained.html Wed, 14 Oct 2026 00:00:00 GMT Research MCP is an open standard, built on JSON-RPC 2.0, that lets AI applications connect to external tools, data and prompts through one client-server interface.… https://agentflare.org/research/stablecoins-as-rails-for-autonomous-agents.html https://agentflare.org/research/stablecoins-as-rails-for-autonomous-agents.html Wed, 14 Oct 2026 00:00:00 GMT Research Stablecoins are becoming the default settlement layer for AI agent payments because card and bank rails assume a human payer. Protocols such as x402 and AP2… https://agentflare.org/research/generative-engine-optimization-geo-a-primer.html https://agentflare.org/research/generative-engine-optimization-geo-a-primer.html Wed, 14 Oct 2026 00:00:00 GMT Research Generative engine optimization (GEO) is the practice of making content more likely to be cited in answers from LLM tools such as ChatGPT, Gemini and… https://agentflare.org/research/llmstxt-the-standard-for-ai-readable-sites.html https://agentflare.org/research/llmstxt-the-standard-for-ai-readable-sites.html Wed, 14 Oct 2026 00:00:00 GMT Research llms.txt is a proposed Markdown file at a site's root that gives AI systems a curated map of key content. Adoption is small, major providers have not… https://agentflare.org/research/rag-best-practices-for-2026.html https://agentflare.org/research/rag-best-practices-for-2026.html Wed, 14 Oct 2026 00:00:00 GMT Research RAG remains the default way to ground LLMs in private and fresh data, and 2026 sources agree that retrieval quality, not the model, decides success. Start… https://agentflare.org/research/pay-per-crawl-and-the-new-bot-web.html https://agentflare.org/research/pay-per-crawl-and-the-new-bot-web.html Wed, 14 Oct 2026 00:00:00 GMT Research Pay-per-crawl lets publishers charge AI bots for content access, with Cloudflare and Tollbit supplying the infrastructure. Bots serve different purposes… https://agentflare.org/research/are-prediction-markets-good-forecasters.html https://agentflare.org/research/are-prediction-markets-good-forecasters.html Wed, 14 Oct 2026 00:00:00 GMT Research Prediction markets often beat polls and expert forecasts, with the Iowa Electronic Markets cited as beating polls 74% of the time. Accuracy depends on… https://agentflare.org/research/real-world-asset-tokenization-state-of-play.html https://agentflare.org/research/real-world-asset-tokenization-state-of-play.html Wed, 14 Oct 2026 00:00:00 GMT Research RWA tokenization has moved from pilots to institutional products, with tokenized U.S. treasuries and private credit holding most on-chain value. Published… https://agentflare.org/research/machine-to-machine-payments-the-machine-economy.html https://agentflare.org/research/machine-to-machine-payments-the-machine-economy.html Wed, 14 Oct 2026 00:00:00 GMT Research Machine-to-machine (M2M) payments move the buyer from a person to software. An agent pays for what it needs to finish its own work, such as compute, a model… https://agentflare.org/research/identity-for-ai-agents-auth-for-non-human-traffic.html https://agentflare.org/research/identity-for-ai-agents-auth-for-non-human-traffic.html Wed, 14 Oct 2026 00:00:00 GMT Research AI agents act on goals at runtime, so they need their own distinct identities, short-lived scoped credentials and continuous authorization rather than… https://agentflare.org/research/micropayments-for-apis-why-now-is-different.html https://agentflare.org/research/micropayments-for-apis-why-now-is-different.html Wed, 14 Oct 2026 00:00:00 GMT Research Micropayments failed for 30 years because humans hesitate at every small charge; the Machine Payments Protocol (March 18, 2026) and x402 target AI agents,… https://agentflare.org/research/crawler-policy-on-the-modern-web-robotstxt-and-beyond.html https://agentflare.org/research/crawler-policy-on-the-modern-web-robotstxt-and-beyond.html Wed, 14 Oct 2026 00:00:00 GMT Research robots.txt is a voluntary 1994 convention, standardized as RFC 9309 in 2022, that most sites now use to signal preferences to AI crawlers. It cannot enforce… https://agentflare.org/research/structured-data-for-llms-json-ld-that-agents-actually-use.html https://agentflare.org/research/structured-data-for-llms-json-ld-that-agents-actually-use.html Wed, 14 Oct 2026 00:00:00 GMT Research Schema.org JSON-LD is the machine-readable layer that search engines and LLM-based systems consume to classify content, identify authors and extract citable… https://agentflare.org/research/context-engineering-memory-for-ai-agents.html https://agentflare.org/research/context-engineering-memory-for-ai-agents.html Wed, 14 Oct 2026 00:00:00 GMT Research Context engineering curates what a model sees in one inference call; memory engineering governs what persists across calls and sessions. Reliable agents… https://agentflare.org/research/tool-use-reliability-in-llm-agents.html https://agentflare.org/research/tool-use-reliability-in-llm-agents.html Wed, 14 Oct 2026 00:00:00 GMT Research Tool calls in LLM agents often fail in non-atomic ways, such as timeouts after dispatch and delayed visibility, that binary success or failure signals hide.… https://agentflare.org/research/how-ai-agents-are-evaluated-the-benchmark-landscape.html https://agentflare.org/research/how-ai-agents-are-evaluated-the-benchmark-landscape.html Wed, 14 Oct 2026 00:00:00 GMT Research Agent benchmarks such as SWE-bench, GAIA and WebArena score multi-step, tool-using work rather than single answers. Public scores are useful for… https://agentflare.org/research/ai-datacenters-and-the-energy-wall.html https://agentflare.org/research/ai-datacenters-and-the-energy-wall.html Wed, 14 Oct 2026 00:00:00 GMT Research AI datacenter growth is now limited more by grid power delivery than by capital or technology. IEA data puts 2024 consumption at around 415 TWh, projected… https://agentflare.org/research/the-ai-compute-market-gpus-clouds-and-scarcity.html https://agentflare.org/research/the-ai-compute-market-gpus-clouds-and-scarcity.html Wed, 14 Oct 2026 00:00:00 GMT Research AI compute demand is shifting toward inference and custom silicon while shortages spread from GPUs to memory, packaging, optics and power parts. Nvidia…