# AgentFlare > The agent-native web. Live data from the AISA paid-API network, synthesized for humans and machines, with HTTP 402 pay-per-crawl access to structured deep data. Every article exists at one path in three forms: HTML (this site), a free Markdown teaser (`.md`), and — for the complete machine-readable dataset — a metered `.data.json` / `.full.md` (L2). Free summaries are open; deep payloads are priced per crawl and settled via the AISA HTTP 402 protocol at https://esa.aisa.one/api/v1/access/verify (agents: set crawlerAutoPrice=true with an X-AISA-Crawler-Token). Pricing map: https://agentflare.org/pricing.json. Register: https://esa.aisa.one/agent/login.html. Onboarding: https://esa.aisa.one/cdn/guide.html. ## API - [AISA API docs](https://aisa.one/docs): the underlying paid data APIs (crypto, finance, social, prediction markets, web & scholarly search) ## Crypto Live token prices, trending coins & on-chain market structure. Index: https://agentflare.org/crypto/index.html - [Bitcoin (BTC)](https://agentflare.org/crypto/bitcoin.html): Bitcoin (BTC) live price $62,265, -4.21% 24h, market cap $1.25T (rank #1). Real-time data + analysis. - [Ethereum (ETH)](https://agentflare.org/crypto/ethereum.html): Ethereum (ETH) live price $1,654.45, -5.61% 24h, market cap $199.66B (rank #2). Real-time data + analysis. - [Tether (USDT)](https://agentflare.org/crypto/tether.html): Tether (USDT) live price $0.99887, +0.00% 24h, market cap $186.12B (rank #3). Real-time data + analysis. - [BNB (BNB)](https://agentflare.org/crypto/binancecoin.html): BNB (BNB) live price $572.92, -4.22% 24h, market cap $77.21B (rank #4). Real-time data + analysis. - [USDC (USDC)](https://agentflare.org/crypto/usd-coin.html): USDC (USDC) live price $0.999824, +0.00% 24h, market cap $74.45B (rank #5). Real-time data + analysis. - [XRP (XRP)](https://agentflare.org/crypto/ripple.html): XRP (XRP) live price $1.1, -4.33% 24h, market cap $67.93B (rank #6). Real-time data + analysis. - [Solana (SOL)](https://agentflare.org/crypto/solana.html): Solana (SOL) live price $68.78, -6.42% 24h, market cap $39.92B (rank #7). Real-time data + analysis. - [TRON (TRX)](https://agentflare.org/crypto/tron.html): TRON (TRX) live price $0.329697, -0.53% 24h, market cap $31.27B (rank #8). Real-time data + analysis. - [Figure Heloc (FIGR_HELOC)](https://agentflare.org/crypto/figure-heloc.html): Figure Heloc (FIGR_HELOC) live price $1.04, +1.44% 24h, market cap $19.77B (rank #9). Real-time data + analysis. - [Hyperliquid (HYPE)](https://agentflare.org/crypto/hyperliquid.html): Hyperliquid (HYPE) live price $62.22, -8.54% 24h, market cap $13.86B (rank #10). Real-time data + analysis. - [Dogecoin (DOGE)](https://agentflare.org/crypto/dogecoin.html): Dogecoin (DOGE) live price $0.078626, -6.29% 24h, market cap $12.17B (rank #11). Real-time data + analysis. - [USDS (USDS)](https://agentflare.org/crypto/usds.html): USDS (USDS) live price $0.999583, -0.01% 24h, market cap $10.31B (rank #12). Real-time data + analysis. ## Markets Equity prices, fundamentals & company news. Index: https://agentflare.org/markets/index.html - [Apple Inc (AAPL)](https://agentflare.org/markets/aapl.html): Apple Inc (AAPL) live price $297.63 (-0.13% today), market cap $4.39T, P/E 36.69. Fundamentals, news & analysis. - [Microsoft Corp (MSFT)](https://agentflare.org/markets/msft.html): Microsoft Corp (MSFT) live price $373.01 (-1.68% today), market cap $2.77T, P/E 22.42. Fundamentals, news & analysis. - [Nvidia Corp (NVDA)](https://agentflare.org/markets/nvda.html): Nvidia Corp (NVDA) live price $201.36 (-4.43% today), market cap $4.87T, P/E 36.21. Fundamentals, news & analysis. - [Alphabet Inc (GOOGL)](https://agentflare.org/markets/googl.html): Alphabet Inc (GOOGL) live price $346.02 (-5.98% today), market cap $4.18T, P/E 31.95. Fundamentals, news & analysis. - [Amazon Com Inc (AMZN)](https://agentflare.org/markets/amzn.html): Amazon Com Inc (AMZN) live price $233.91 (-4.29% today), market cap $2.52T, P/E 29.38. Fundamentals, news & analysis. - [Meta Platforms Inc (META)](https://agentflare.org/markets/meta.html): Meta Platforms Inc (META) live price $562.92 (-2.48% today), market cap $1.24T, P/E 22.38. Fundamentals, news & analysis. - [Tesla Inc (TSLA)](https://agentflare.org/markets/tsla.html): Tesla Inc (TSLA) live price $382.69 (-4.44% today), market cap $1.44T, P/E 394.52. Fundamentals, news & analysis. - [Advanced Micro Devices Inc (AMD)](https://agentflare.org/markets/amd.html): Advanced Micro Devices Inc (AMD) live price $518.54 (-3.50% today), market cap $845.84B, P/E 203.45. Fundamentals, news & analysis. - [Netflix Inc (NFLX)](https://agentflare.org/markets/nflx.html): Netflix Inc (NFLX) live price $72.97 (-5.70% today), market cap $307.24B, P/E 22.64. Fundamentals, news & analysis. - [Jpmorgan Chase & Co (JPM)](https://agentflare.org/markets/jpm.html): Jpmorgan Chase & Co (JPM) live price $333.87 (+2.66% today), market cap $901.86B, P/E 16.30. Fundamentals, news & analysis. - [Coinbase Global Inc (COIN)](https://agentflare.org/markets/coin.html): Coinbase Global Inc (COIN) live price $159.64 (-2.22% today), market cap $35.50B, P/E 27.57. Fundamentals, news & analysis. - [Palantir Technologies Inc (PLTR)](https://agentflare.org/markets/pltr.html): Palantir Technologies Inc (PLTR) live price $118.72 (-7.59% today), market cap $282.63B, P/E 161.57. Fundamentals, news & analysis. ## Social Pulse AI, tech, Silicon Valley & sports hotspots from X. Index: https://agentflare.org/social/index.html - [AI hotspots](https://agentflare.org/social/ai/index.html): The hottest AI conversations on X/Twitter right now, ranked by engagement, with analysis and 8 deep-linked posts. Live data via the AISA API - [Elon Musk on AI: “Grok Imagine 1.5 https://t.co/05qu8zFMrF”](https://agentflare.org/social/ai/grok-imagine-15-httpstco05qu8zfmrf-673361.html): Grok Imagine 1.5 https://t.co/05qu8zFMrF - [Sakana AI on AI: “Introducing Sakana Fugu: A full multi-agent orchestration sy…”](https://agentflare.org/social/ai/introducing-sakana-fugu-a-full-multi-agent-orchestration-443966.html): Introducing Sakana Fugu: A full multi-agent orchestration system accessible via a single model API. Our ‘Fugu Ultra’ model matches the perfo - [Chubby♨️ on AI: “Someone on Reddit built a WoW private server with 1,800 bots…”](https://agentflare.org/social/ai/someone-on-reddit-built-a-wow-private-995471.html): Someone on Reddit built a WoW private server with 1,800 bots and AI chat via the DeepSeek API. Dead Internet Theory, but playable. An MMORPG - [International Cyber Digest on AI: “🚨‼️ BREAKING: Anthropic has decided to open source their en…”](https://agentflare.org/social/ai/breaking-anthropic-has-decided-to-open-176995.html): 🚨‼️ BREAKING: Anthropic has decided to open source their entire codebase and is rebranding their AI to OpenClaude. Anthropic CEO Dario Amod - [Claude on AI: “New in Claude Code: Artifacts. Interactive pages built from …”](https://agentflare.org/social/ai/new-in-claude-code-artifacts-interactive-pages-240487.html): New in Claude Code: Artifacts. Interactive pages built from your session, like a PR walkthrough or a living project dashboard, shared with y - [OpenAI Developers on AI: “Show Codex a workflow once. Reuse it as a skill. Record &…”](https://agentflare.org/social/ai/show-codex-a-workflow-once-reuse-it-723113.html): Show Codex a workflow once. Reuse it as a skill. Record & Replay lets you show Codex a recurring task, like filing an expense report or - [Bull Theory on AI: “🚨 THE ENTIRE AI BOOM MIGHT BE BUILT ON FAKE REVENUE. Latest…”](https://agentflare.org/social/ai/the-entire-ai-boom-might-be-648613.html): 🚨 THE ENTIRE AI BOOM MIGHT BE BUILT ON FAKE REVENUE. Latest corporate filings show that OpenAI and Anthropic alone make up over half of the - [shirish on AI: “They are putting DATA CENTERS in the ocean now. Panthalassa,…”](https://agentflare.org/social/ai/they-are-putting-data-centers-in-the-544603.html): They are putting DATA CENTERS in the ocean now. Panthalassa, a startup from Portland, just raised $140 MILLION. what they do: build floating - [Tech hotspots](https://agentflare.org/social/tech/index.html): The hottest Tech conversations on X/Twitter right now, ranked by engagement, with analysis and 8 deep-linked posts. Live data via the AISA A - [CG on Tech: “Let me explain what just happened, because I don’t think peo…”](https://agentflare.org/social/tech/let-me-explain-what-just-happened-because-701720.html): Let me explain what just happened, because I don’t think people realize how INSANE this is. Cortical Labs put 200,000 real human brain cells - [NVIDIA on Tech: “Water usage has been a hot topic in the AI data center world…”](https://agentflare.org/social/tech/water-usage-has-been-a-hot-topic-483586.html): Water usage has been a hot topic in the AI data center world, but the numbers may surprise you. According to the Manhattan Institute, data c - [Prasenjit on Tech: “these two software carried a whole generation of internet ht…”](https://agentflare.org/social/tech/these-two-software-carried-a-whole-generation-476126.html): these two software carried a whole generation of internet https://t.co/wLrlzA7FpH - [Claude on Tech: “New in Claude Code: Artifacts. Interactive pages built from …”](https://agentflare.org/social/tech/new-in-claude-code-artifacts-interactive-pages-240487.html): New in Claude Code: Artifacts. Interactive pages built from your session, like a PR walkthrough or a living project dashboard, shared with y - [Noam Shazeer on Tech: “I’m excited to share that I’ll be joining OpenAI and look fo…”](https://agentflare.org/social/tech/im-excited-to-share-that-ill-be-932297.html): I’m excited to share that I’ll be joining OpenAI and look forward to working with the exceptional team there. It was a difficult decision to - [Linus ✦ Ekenstam on Tech: “If it’s not clear yet, this is what I think will happen soon…”](https://agentflare.org/social/tech/if-its-not-clear-yet-this-is-949845.html): If it’s not clear yet, this is what I think will happen soon. Every major tech company except Apple has announced their own LLM. Apple have - [Grey on Tech: “• be Morris Chang • survive WWII in China, escape to America…”](https://agentflare.org/social/tech/be-morris-chang-survive-wwii-631936.html): • be Morris Chang • survive WWII in China, escape to America in 1949 • go to MIT, fail the PhD qualifying exam twice • decide academia is a - [Mustafa on Tech: “study semiconductor manufacturing not to build a fab. not to…”](https://agentflare.org/social/tech/study-semiconductor-manufacturing-not-to-build-a-971912.html): study semiconductor manufacturing not to build a fab. not to get a job at TSMC. but to witness how far the human mind has gone. photolithogr - [Silicon Valley hotspots](https://agentflare.org/social/silicon-valley/index.html): The hottest Silicon Valley conversations on X/Twitter right now, ranked by engagement, with analysis and 8 deep-linked posts. Live data via - [Bull Theory on Silicon Valley: “BREAKING: SpaceX has agreed to acquire Cursor, the world's f…”](https://agentflare.org/social/silicon-valley/breaking-spacex-has-agreed-to-acquire-cursor-852977.html): BREAKING: SpaceX has agreed to acquire Cursor, the world's fastest growing software startup, for $60 billion in an all stock deal. Cursor ha - [Brian Armstrong on Silicon Valley: “I think it’s time to revisit the accredited investor laws in…”](https://agentflare.org/social/silicon-valley/i-think-its-time-to-revisit-the-252846.html): I think it’s time to revisit the accredited investor laws in the US. Companies are staying private longer, where only accredited investors ( - [Panashe on Silicon Valley: “Last year, I was doing airport runs to clear debt. $800 behi…”](https://agentflare.org/social/silicon-valley/last-year-i-was-doing-airport-runs-375717.html): Last year, I was doing airport runs to clear debt. $800 behind on my car payment. One more missed payment and they repossess it. Picked up a - [Elad Gil on Silicon Valley: “People at major AI labs (using internal models) 3-4 months a…”](https://agentflare.org/social/silicon-valley/people-at-major-ai-labs-using-internal-091819.html): People at major AI labs (using internal models) 3-4 months ahead of startup silicon valley engineers SV founders/eng 3-6 months ahead of NY - [Micro2Macr0 on Silicon Valley: “This is the only other IPO I'm really excited about.”](https://agentflare.org/social/silicon-valley/this-is-the-only-other-ipo-im-334065.html): This is the only other IPO I'm really excited about. - [Wall Street Apes on Silicon Valley: “How Deep Does The Web Of Corruption & Deception Go? The CIA …”](https://agentflare.org/social/silicon-valley/how-deep-does-the-web-of-corruption-707358.html): How Deep Does The Web Of Corruption & Deception Go? The CIA created and funded a venture capital company called ‘In-Q-Tel’ In-Q-Tel provided - [Nicolas Hulscher, MPH on Silicon Valley: “OpenAI CEO Sam Altman and his husband are funding a startup …”](https://agentflare.org/social/silicon-valley/openai-ceo-sam-altman-and-his-husband-679144.html): OpenAI CEO Sam Altman and his husband are funding a startup to edit babies' genes. By merging AI with CRISPR, they aim to “fix” humans while - [Jawwwn on Silicon Valley: “Peter Thiel: Europe will never have massive tech companies b…”](https://agentflare.org/social/silicon-valley/peter-thiel-europe-will-never-have-massive-215637.html): Peter Thiel: Europe will never have massive tech companies because they fear success. "In Silicon Valley, there's this pornography of failur - [Sports hotspots](https://agentflare.org/social/sports/index.html): The hottest Sports conversations on X/Twitter right now, ranked by engagement, with analysis and 8 deep-linked posts. Live data via the AISA - [Fabrizio Romano on Sports: “🚨🇲🇽 Mexico have officially qualified for the 2026 FIFA Wo…”](https://agentflare.org/social/sports/mexico-have-officially-qualified-for-the-483893.html): 🚨🇲🇽 Mexico have officially qualified for the 2026 FIFA World Cup Round of 32. https://t.co/v84TLmF1EE - [ESPN FC on Sports: “No doubt. https://t.co/HO5fXonXu2”](https://agentflare.org/social/sports/no-doubt-httpstcoho5fxonxu2-609989.html): No doubt. https://t.co/HO5fXonXu2 - [SportsCenter on Sports: “Tell 'em Messi still doing it 20 years later 🔥 https://t.co…”](https://agentflare.org/social/sports/tell-em-messi-still-doing-it-20-840225.html): Tell 'em Messi still doing it 20 years later 🔥 https://t.co/gKYkxDBRkb - [FIFA World Cup on Sports: “All change in the all-time #FIFAWorldCup top goalscorers lis…”](https://agentflare.org/social/sports/all-change-in-the-all-time-fifaworldcup-top-069747.html): All change in the all-time FIFAWorldCup top goalscorers list ↕️ https://t.co/mi7jFf9VFm - [Premier League on Sports: “On his first World Cup start, Matheus Cunha scored two goals…”](https://agentflare.org/social/sports/on-his-first-world-cup-start-matheus-706567.html): On his first World Cup start, Matheus Cunha scored two goals in Brazil's 3-0 win against Haiti ⚽️👏 https://t.co/wc3gDsHMTs - [ESPN FC on Sports: “MOST GOALS JAPAN HAVE EVER SCORED IN A WORLD CUP 🇯🇵 LARGES…”](https://agentflare.org/social/sports/most-goals-japan-have-ever-scored-in-336665.html): MOST GOALS JAPAN HAVE EVER SCORED IN A WORLD CUP 🇯🇵 LARGEST WIN BY AN ASIAN TEAM 🌏 With a dominant 4-0 performance by Japan, Tunisia are - [Premier League on Sports: “The first match of 2026/27... Last season's Premier League w…”](https://agentflare.org/social/sports/the-first-match-of-202627-last-seasons-415960.html): The first match of 2026/27... Last season's Premier League winners Arsenal host Championship winners Coventry! 🏆 https://t.co/WIRicaTPID - [World Cup 2026 on Sports: “All-time top scorer in World Cup history (16). Lionel Messi …”](https://agentflare.org/social/sports/all-time-top-scorer-in-world-cup-history-612384.html): All-time top scorer in World Cup history (16). Lionel Messi 🐐⚽️🏆🌎 https://t.co/fC20XpFyMv - [Trends: Worldwide](https://agentflare.org/social/regions/worldwide.html): The top 25 trending topics on X/Twitter in Worldwide for 2026-06-23, with a thematic breakdown. Live data via the AISA API. - [Trends: United States](https://agentflare.org/social/regions/united-states.html): The top 25 trending topics on X/Twitter in United States for 2026-06-23, with a thematic breakdown. Live data via the AISA API. - [Trends: Japan](https://agentflare.org/social/regions/japan.html): The top 25 trending topics on X/Twitter in Japan for 2026-06-23, with a thematic breakdown. Live data via the AISA API. - [Trends: United Kingdom](https://agentflare.org/social/regions/united-kingdom.html): The top 25 trending topics on X/Twitter in United Kingdom for 2026-06-23, with a thematic breakdown. Live data via the AISA API. - [Trends: India](https://agentflare.org/social/regions/india.html): The top 25 trending topics on X/Twitter in India for 2026-06-23, with a thematic breakdown. Live data via the AISA API. ## Predictions Real-money odds on world events. Index: https://agentflare.org/predictions/index.html - [World Cup Winner ](https://agentflare.org/predictions/world-cup-winner.html): Live Polymarket odds for "World Cup Winner ": New Zealand No 100%. 12 markets, $2.99B volume. Real-money prediction-market data. - [Democratic Presidential Nominee 2028](https://agentflare.org/predictions/democratic-presidential-nominee-2028.html): Live Polymarket odds for "Democratic Presidential Nominee 2028": Raphael Warnock No 99%. 12 markets, $1.21B volume. Real-money prediction-ma - [Presidential Election Winner 2028](https://agentflare.org/predictions/presidential-election-winner-2028.html): Live Polymarket odds for "Presidential Election Winner 2028": Jalen Brunson No 99%. 12 markets, $637.27M volume. Real-money prediction-marke - [Next Prime Minister of Ethiopia?](https://agentflare.org/predictions/next-prime-minister-of-ethiopia.html): Live Polymarket odds for "Next Prime Minister of Ethiopia?": Belete Molla No 100%. 8 markets, $55.99M volume. Real-money prediction-market d - [Strait of Hormuz traffic returns to normal by end of June?](https://agentflare.org/predictions/strait-of-hormuz-traffic-returns-to-normal-by-end-of-june.html): Live Polymarket odds for "Strait of Hormuz traffic returns to normal by end of June?": Strait of Hormuz traffic returns to normal by end of - [World Cup: Golden Boot Winner](https://agentflare.org/predictions/world-cup-golden-boot-winner.html): Live Polymarket odds for "World Cup: Golden Boot Winner": Raphinha No 100%. 12 markets, $28.06M volume. Real-money prediction-market data. - [What price will Bitcoin hit in June?](https://agentflare.org/predictions/what-price-will-bitcoin-hit-in-june-2026.html): Live Polymarket odds for "What price will Bitcoin hit in June?": ↑ 90,000 No 100%. 12 markets, $24.39M volume. Real-money prediction-market - [Fed Decision in July?](https://agentflare.org/predictions/fed-decision-in-july-181.html): Live Polymarket odds for "Fed Decision in July?": 50+ bps decrease No 100%. 5 markets, $17.12M volume. Real-money prediction-market data. - [Next UK Prime Minister in 2026?](https://agentflare.org/predictions/next-uk-prime-minister-in-2026-122.html): Live Polymarket odds for "Next UK Prime Minister in 2026?": Lucy Powell No 100%. 12 markets, $13.81M volume. Real-money prediction-market da - [World Cup: Team to advance to Knockout Stages](https://agentflare.org/predictions/world-cup-team-to-advance-to-knockout-stages.html): Live Polymarket odds for "World Cup: Team to advance to Knockout Stages": Morocco Yes 100%. 12 markets, $10.23M volume. Real-money predictio - [Portugal vs. Uzbekistan - More Markets](https://agentflare.org/predictions/fifwc-prt-uzb-2026-06-23-more-markets.html): Live Polymarket odds for "Portugal vs. Uzbekistan - More Markets": Uzbekistan (-2.5) Portugal 100%. 12 markets, $6.72M volume. Real-money pr - [Portugal vs. Uzbekistan](https://agentflare.org/predictions/fifwc-prt-uzb-2026-06-23.html): Live Polymarket odds for "Portugal vs. Uzbekistan": Uzbekistan No 96%. 3 markets, $6.04M volume. Real-money prediction-market data. ## Research Cited deep-dives on the topics agents research most. Index: https://agentflare.org/research/index.html - [HTTP 402 & x402: How AI Agents Pay for Content](https://agentflare.org/research/http-402-x402-how-ai-agents-pay-for-content.html): HTTP 402 and the x402 Protocol for AI Agent Payments The HTTP 402 “Payment Required” status code has long been a reserved but unused part of - [The AI Agent Economy in 2026](https://agentflare.org/research/the-ai-agent-economy-in-2026.html): AI Agent Economy and Agentic Commerce in 2026 In 2026, the AI agent economy is no longer a concept—it is the operating model for many digita - [Model Context Protocol (MCP) Explained](https://agentflare.org/research/model-context-protocol-mcp-explained.html): Model Context Protocol (MCP) and Agent Tool Use Model Context Protocol (MCP) is an open standard that defines how foundation‑model (FM)–base - [Stablecoins as Rails for Autonomous Agents](https://agentflare.org/research/stablecoins-as-rails-for-autonomous-agents.html): Stablecoin USDC Payments for Autonomous AI Agents Stablecoin payments for autonomous AI agents are emerging as the default financial layer f - [Generative Engine Optimization (GEO): A Primer](https://agentflare.org/research/generative-engine-optimization-geo-a-primer.html): Generative Engine Optimization (GEO) for LLM Search Visibility Generative Engine Optimization (GEO) is the practice of structuring and publi - [llms.txt: The Standard for AI-Readable Sites](https://agentflare.org/research/llmstxt-the-standard-for-ai-readable-sites.html): llms.txt: A Standard for AI Crawlers llms.txt is a proposed, human‑ and machine‑readable standard that helps Large Language Models (LLMs) an - [RAG Best Practices for 2026](https://agentflare.org/research/rag-best-practices-for-2026.html): Retrieval‑Augmented Generation (RAG) Best Practices in 2026 Retrieval‑augmented generation (RAG) has matured into the default pattern for gr - [Pay-Per-Crawl and the New Bot Web](https://agentflare.org/research/pay-per-crawl-and-the-new-bot-web.html): AI Web Crawlers: GPTBot, ClaudeBot, PerplexityBot, and Pay‑Per‑Crawl As of 2026, AI‑driven web crawlers such as GPTBot, ClaudeBot, and Perpl - [Are Prediction Markets Good Forecasters?](https://agentflare.org/research/are-prediction-markets-good-forecasters.html): Prediction Markets as Forecasting Tools: Accuracy in 2026 Prediction markets aggregate dispersed information into probabilistic forecasts by - [Real-World Asset Tokenization: State of Play](https://agentflare.org/research/real-world-asset-tokenization-state-of-play.html): Real-World Asset Tokenization (RWA) Trends in 2026 Real-world asset (RWA) tokenization has moved from niche experiments to a core infrastruc ## Scholar Academic literature digests. Index: https://agentflare.org/scholar/index.html - [LLM Agents & Planning: Literature Digest](https://agentflare.org/scholar/llm-agents-planning-literature-digest.html): Large language model agents planning: A literature digest Recent work on large language model (LLM) agents planning has moved beyond single- - [Retrieval-Augmented Generation: Research Digest](https://agentflare.org/scholar/retrieval-augmented-generation-research-digest.html): Literature Digest: Retrieval‑Augmented Generation Retrieval‑augmented generation (RAG) is a paradigm that couples a generative language mode - [AI Alignment & Safety: Research Digest](https://agentflare.org/scholar/ai-alignment-safety-research-digest.html): Literature digest: AI alignment and safety AI alignment and safety has emerged as a central pillar of trustworthy AI, concerned with ensurin - [RLHF: Research Digest](https://agentflare.org/scholar/rlhf-research-digest.html): Literature Digest: Reinforcement Learning from Human Feedback (RLHF) Reinforcement Learning from Human Feedback (RLHF) has become the domina - [Multimodal Foundation Models: Research Digest](https://agentflare.org/scholar/multimodal-foundation-models-research-digest.html): Literature digest: Multimodal foundation models Multimodal foundation models (MFMs) are large-scale models trained on diverse data modalitie - [Mechanistic Interpretability: Research Digest](https://agentflare.org/scholar/mechanistic-interpretability-research-digest.html): Literature digest: Mechanistic interpretability in neural networks Mechanistic interpretability aims to reverse‑engineer neural networks int ## Guides Free how-to guides for agent developers — open, no metering. Index: https://agentflare.org/guides/index.html - [Getting Started with HTTP 402 Pay-Per-Crawl](https://agentflare.org/guides/getting-started-with-http-402-pay-per-crawl.html): How AI agents pay for web content using HTTP 402 and crawler tokens AI agents can now pay for web content and APIs directly over HTTP using - [Crawler Tokens & Auto-Pay: A How-To](https://agentflare.org/guides/crawler-tokens-auto-pay-a-how-to.html): How an AI crawler sets X-AISA-Crawler-Token and uses crawlerAutoPrice to auto-pay If you’re building an AI agent or onboarding your site to - [Reading .data.json: A Field Guide for Agents](https://agentflare.org/guides/reading-datajson-a-field-guide-for-agents.html): How to read structured .data.json datasets and full.md payloads from a publisher site If you’re building AI agents or onboarding publishers - [robots.txt, llms.txt & Sitemaps for AI Crawlers](https://agentflare.org/guides/robotstxt-llmstxt-sitemaps-for-ai-crawlers.html): robots.txt, llms.txt, and sitemap.xml best practices for AI crawlers and pay‑per‑crawl Use robots.txt to control access, sitemap.xml to adve - [Pricing Content by Directory: Best Practices](https://agentflare.org/guides/pricing-content-by-directory-best-practices.html): How publishers price content by directory for AI agents (pay, free, blocked tiers) Publishers can now segment their site by directory and ap ## Members Members-only deep reports — full data blocked to crawlers. 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