[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-8d9d177d9af9a767-glean-hits-300m-arr-by-positioning-ai-as-a-cost-sa-summary":3,"summaries-facets-categories":77,"summary-related-8d9d177d9af9a767-glean-hits-300m-arr-by-positioning-ai-as-a-cost-sa-summary":5651},{"id":4,"title":5,"ai":6,"body":13,"categories":46,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":51,"navigation":58,"path":59,"published_at":60,"question":48,"scraped_at":61,"seo":62,"sitemap":63,"source_id":64,"source_name":65,"source_type":66,"source_url":67,"stem":68,"tags":69,"thumbnail_url":48,"tldr":74,"tweet":48,"unknown_tags":75,"__hash__":76},"summaries\u002Fsummaries\u002F8d9d177d9af9a767-glean-hits-300m-arr-by-positioning-ai-as-a-cost-sa-summary.md","Glean Hits $300M ARR by Positioning AI as a Cost-Saving Tool",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",6213,428,3006,0.00219525,{"type":14,"value":15,"toc":39},"minimark",[16,21,25,29,32,36],[17,18,20],"h2",{"id":19},"the-context-graph-as-a-competitive-moat","The Context Graph as a Competitive Moat",[22,23,24],"p",{},"Glean has reached $300 million in annual recurring revenue (ARR), a three-fold increase from the $100 million milestone achieved just 15 months prior. While the enterprise search market has become crowded with tech giants like Microsoft, Google, and OpenAI, Glean maintains its position by focusing on a proprietary \"context graph.\" This architecture connects to a company’s internal software systems to build a deep, unified understanding of business-specific data. By acting as a layer beneath the AI interface, Glean ensures that models are grounded in relevant, internal knowledge rather than generic data.",[17,26,28],{"id":27},"ai-cost-optimization-as-a-growth-driver","AI Cost Optimization as a Growth Driver",[22,30,31],{},"Beyond search functionality, Glean has successfully pivoted its value proposition to address the ballooning AI infrastructure budgets of its enterprise customers. CEO Arvind Jain argues that by providing the AI with highly relevant, filtered context, the system performs fewer operations and consumes significantly fewer tokens. This efficiency serves as a major selling point for clients like Databricks, Reddit, and Samsung, who are looking to scale AI deployments without incurring unsustainable compute costs.",[17,33,35],{"id":34},"revenue-model-nuances","Revenue Model Nuances",[22,37,38],{},"Glean employs a flexible pricing strategy that includes both consumption-based models and hybrid structures—combining fixed monthly fees for active users with variable usage fees. Because consumption-based pricing lacks the predictability of traditional subscription renewals, the company’s $300 million figure is more accurately characterized as an annualized revenue run rate rather than pure, locked-in ARR.",{"title":40,"searchDepth":41,"depth":41,"links":42},"",2,[43,44,45],{"id":19,"depth":41,"text":20},{"id":27,"depth":41,"text":28},{"id":34,"depth":41,"text":35},[47],"Business & SaaS",null,"md",false,{"content_references":52,"triage":53},[],{"relevance":54,"novelty":55,"quality":54,"actionability":55,"composite":56,"reasoning":57},4,3,3.6,"Category: Business & SaaS. The article discusses Glean's innovative use of AI to optimize costs, which addresses a key pain point for product builders looking to manage AI infrastructure expenses. It provides insights into their revenue model and competitive strategy, but lacks specific actionable steps for implementation.",true,"\u002Fsummaries\u002F8d9d177d9af9a767-glean-hits-300m-arr-by-positioning-ai-as-a-cost-sa-summary","2026-05-29 00:44:37","2026-05-30 14:03:26",{"title":5,"description":40},{"loc":59},"8d9d177d9af9a767","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F28\u002Fgleans-top-line-crosses-300m-as-ai-budget-cutting-becomes-its-major-selling-point\u002F","summaries\u002F8d9d177d9af9a767-glean-hits-300m-arr-by-positioning-ai-as-a-cost-sa-summary",[70,71,72,73],"ai-tools","saas","llm","enterprise","Enterprise search platform Glean has tripled its revenue to $300M in 15 months by leveraging its 'context graph' to reduce token consumption and AI infrastructure costs for corporate 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Flow Scales Voice AI in India via Hinglish and Local Pricing",{"provider":7,"model":5656,"input_tokens":5657,"output_tokens":5658,"processing_time_ms":5659,"cost_usd":5660},"x-ai\u002Fgrok-4.1-fast",6457,2172,23514,0.00235475,{"type":14,"value":5662,"toc":5684},[5663,5667,5670,5674,5677,5681],[17,5664,5666],{"id":5665},"prioritizing-hinglish-and-android-drives-explosive-adoption","Prioritizing Hinglish and Android Drives Explosive Adoption",[22,5668,5669],{},"India's users mix Hindi and English in daily speech, especially on WhatsApp (7B daily voice messages) and social apps, creating a ripe opportunity for voice AI. Wispr Flow unlocked this by beta-testing a Hinglish model early 2026, then launching on Android—India's dominant OS with 90%+ market share—after initial Mac\u002FWindows\u002FiOS focus. Result: growth surged from 60% MoM to 100% post-launch, making India #2 market after US for users and revenue. Adoption shifted from white-collar pros (managers\u002Fengineers) to students and elders via family onboarding, with 50\u002F50 desktop-mobile split vs US's 80\u002F20 desktop skew. Key lesson: tailor to local habits like code-switching in personal messaging to expand beyond work tools.",[17,5671,5673],{"id":5672},"tackling-monetization-gaps-despite-high-installs","Tackling Monetization Gaps Despite High Installs",[22,5675,5676],{},"Voice AI faces India's 'ultimate stress test' from accents, context, and 20+ languages, per Counterpoint Research. Wispr Flow proves viability: 2.5M global downloads Oct 2025-Apr 2026, India at 14% (2nd to US), but only 2% of in-app revenue—highlighting uneven paying habits. Yet 70% retention after 12 months (global\u002FIndia) shows sticky value from accurate transcription. They employ 2 linguistics PhDs for model refinement. Competitors like ElevenLabs, Gnani.ai eye India too, but Wispr differentiates via hybrid language support. Builders note: high volume\u002Flow ARPU demands volume-first strategies over premium pricing.",[17,5678,5680],{"id":5679},"roadmap-multilingual-expansion-and-sub-025mo-pricing","Roadmap: Multilingual Expansion and Sub-$0.25\u002Fmo Pricing",[22,5682,5683],{},"To reach households, Wispr Flow cuts India pricing to ₹320 (~$3.40)\u002Fmo annual (vs global $12), targeting ₹10-20 (~10-20¢)\u002Fmo long-term. Plans: 12-month multilingual switch (English + Indian langs beyond Hindi), 30 India hires (growth\u002Fpartnerships\u002Fenterprise), led by Nimisha Mehta. Offline Bengaluru campaigns and CEO videos boosted mainstream awareness. CEO Tanay Kothari's vision: universal access via steady iteration. For AI SaaS builders, this models mass-market scaling—localize deeply, price aggressively, hire on-ground to convert installs to revenue amid fragmentation.",{"title":40,"searchDepth":41,"depth":41,"links":5685},[5686,5687,5688],{"id":5665,"depth":41,"text":5666},{"id":5672,"depth":41,"text":5673},{"id":5679,"depth":41,"text":5680},[],{"content_references":5691,"triage":5711},[5692,5697,5700,5704,5708],{"type":5693,"title":5694,"url":5695,"context":5696},"tool","Wispr Flow","https:\u002F\u002Fwisprflow.ai\u002F","mentioned",{"type":5693,"title":5698,"url":5699,"context":5696},"Wispr Flow Research: Supporting Languages","https:\u002F\u002Fwisprflow.ai\u002Fresearch\u002Fsupporting-languages",{"type":5701,"title":5702,"url":5703,"context":5696},"other","Wispr Flow Launches an Android App for AI-Powered Dictation","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F02\u002F23\u002Fwispr-flow-launches-an-android-app-for-ai-powered-dictation\u002F",{"type":5701,"title":5705,"url":5706,"context":5707},"People Are Sending 7 Billion Voice Messages on WhatsApp Every Day","https:\u002F\u002Ftechcrunch.com\u002F2022\u002F03\u002F30\u002Fpeople-are-sending-7-billion-voice-messages-on-whatsapp-every-day\u002F","cited",{"type":5701,"title":5709,"url":5710,"context":5696},"Smart Speakers with Amazon Alexa, Google Assistant Invade Indian Homes","https:\u002F\u002Fwww.gadgets360.com\u002Fsmart-home\u002Ffeatures\u002Fsmart-speakers-with-amazon-alexa-google-assistant-invade-indian-homes-1982063",{"relevance":54,"novelty":55,"quality":54,"actionability":55,"composite":56,"reasoning":5712},"Category: Business & SaaS. The article discusses Wispr Flow's strategies for scaling voice AI in India, addressing specific audience pain points like local market adaptation and pricing strategies. It provides insights into user behavior and monetization challenges, which are relevant for product builders in the AI space.","\u002Fsummaries\u002F217ab83ac67793fe-wispr-flow-scales-voice-ai-in-india-via-hinglish-a-summary","2026-05-10 02:00:00","2026-05-10 15:26:48",{"title":5654,"description":40},{"loc":5713},"217ab83ac67793fe","TechCrunch AI","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F09\u002Fvoice-ai-in-india-is-hard-wispr-flow-is-betting-on-it-anyway\u002F","summaries\u002F217ab83ac67793fe-wispr-flow-scales-voice-ai-in-india-via-hinglish-a-summary",[70,71,72],"India's linguistic mix and low monetization make voice AI tough, but Wispr Flow hits 100% MoM growth by launching Hinglish support, Android app, and ₹320\u002Fmo pricing—14% of global downloads, 2% revenue.",[],"vYZj4XL0ot4bDRRqPVPYdAsoOd8rLQ2UhZeS4gtDI9E",{"id":5727,"title":5728,"ai":5729,"body":5734,"categories":5762,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":5763,"navigation":58,"path":5780,"published_at":5781,"question":48,"scraped_at":5782,"seo":5783,"sitemap":5784,"source_id":5785,"source_name":5719,"source_type":66,"source_url":5786,"stem":5787,"tags":5788,"thumbnail_url":48,"tldr":5789,"tweet":48,"unknown_tags":5790,"__hash__":5791},"summaries\u002Fsummaries\u002F601412db9bdccfd0-etsy-pivots-to-chatgpt-native-app-for-conversation-summary.md","Etsy Pivots to ChatGPT Native App for Conversational Commerce",{"provider":7,"model":5656,"input_tokens":5730,"output_tokens":5731,"processing_time_ms":5732,"cost_usd":5733},5817,2769,26583,0.00204105,{"type":14,"value":5735,"toc":5757},[5736,5740,5743,5747,5750,5754],[17,5737,5739],{"id":5738},"native-chatgpt-apps-enable-natural-language-product-discovery","Native ChatGPT Apps Enable Natural Language Product Discovery",[22,5741,5742],{},"Etsy users tag @Etsy in ChatGPT prompts for conversational queries like \"Help me find a Mother’s Day gift under $100 for my mom who loves gardening,\" surfacing relevant listings from 100 million items. This beta feature lets shoppers browse, compare, and link to Etsy for purchase, overcoming keyword search limits and filter scrolling. Developers have built similar apps since October, with peers like Angi, SeatGeek, Tubi, and Wix proving the format drives targeted discovery.",[17,5744,5746],{"id":5745},"lessons-from-failed-instant-checkout-pivot","Lessons from Failed Instant Checkout Pivot",[22,5748,5749],{},"Etsy's prior September integration with OpenAI's Instant Checkout—allowing direct buys in ChatGPT—ended in March after generating insufficient sales volume. Instead of relying on agentic shopping, Etsy built a native app focused on exploration, recognizing discovery outperforms one-click purchases in early AI commerce experiments.",[17,5751,5753],{"id":5752},"ai-fuels-growth-amid-strong-metrics","AI Fuels Growth Amid Strong Metrics",[22,5755,5756],{},"Etsy pairs the ChatGPT app with in-platform beta gift assistant for guided shopping, plus seller AI tools for titles, descriptions, buyer messages, and a \"Designed\" label for AI-generated art. Q1 2026 delivered $631M revenue (beat expectations), 6% GMS growth, 86.6M active buyers (first rise in two years), and 5.6M sellers. Selling Depop for $1.2B cash sharpened focus on core AI-enhanced marketplace.",{"title":40,"searchDepth":41,"depth":41,"links":5758},[5759,5760,5761],{"id":5738,"depth":41,"text":5739},{"id":5745,"depth":41,"text":5746},{"id":5752,"depth":41,"text":5753},[120],{"content_references":5764,"triage":5777},[5765,5768,5772],{"type":5701,"title":5766,"url":5767,"context":5696},"From Keywords to Conversation: Etsy's Next Steps into Conversational Search with App in ChatGPT","https:\u002F\u002Fwww.etsy.com\u002Fnews\u002Ffrom-keywords-to-conversation-etsyas-next-steps-into-conversational-search-with-app-in-chatgpt",{"type":5701,"title":5769,"author":5770,"url":5771,"context":5696},"Buy it in ChatGPT","OpenAI","https:\u002F\u002Fopenai.com\u002Findex\u002Fbuy-it-in-chatgpt\u002F",{"type":5773,"title":5774,"publisher":5775,"url":5776,"context":5696},"report","Q126 Shareholder Letter","Etsy","https:\u002F\u002Finvestors.etsy.com\u002F_assets\u002F_1a39ccc8616e735402e1359c7fbbd55c\u002Fetsy\u002Fdb\u002F938\u002F10070\u002Fshareholder_letter\u002FQ126+Shareholder+Letter_Final.pdf",{"relevance":55,"novelty":55,"quality":54,"actionability":41,"composite":5778,"reasoning":5779},3.05,"Category: AI & LLMs. The article discusses Etsy's integration of a ChatGPT app for product discovery, which aligns with AI applications in commerce. While it provides insights into the pivot from Instant Checkout to a conversational model, it lacks specific actionable steps for product builders to implement similar strategies.","\u002Fsummaries\u002F601412db9bdccfd0-etsy-pivots-to-chatgpt-native-app-for-conversation-summary","2026-05-05 15:31:37","2026-05-05 16:09:48",{"title":5728,"description":40},{"loc":5780},"601412db9bdccfd0","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F05\u002Fetsy-launches-its-app-within-chatgpt-as-it-continues-its-ai-push\u002F","summaries\u002F601412db9bdccfd0-etsy-pivots-to-chatgpt-native-app-for-conversation-summary",[72,70,71],"After low-sales Instant Checkout flopped, Etsy launches beta @Etsy app in ChatGPT for natural language discovery across 100M+ listings, boosting shopper engagement amid Q1 revenue of $631M and 86.6M active buyers.",[],"iZtpcZbrPnwsNqErVDYRu2PpiNMnQyfoXFjIRT8lvao",{"id":5793,"title":5794,"ai":5795,"body":5800,"categories":5828,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":5829,"navigation":58,"path":5844,"published_at":5845,"question":48,"scraped_at":5846,"seo":5847,"sitemap":5848,"source_id":5849,"source_name":65,"source_type":66,"source_url":5850,"stem":5851,"tags":5852,"thumbnail_url":48,"tldr":5854,"tweet":48,"unknown_tags":5855,"__hash__":5856},"summaries\u002Fsummaries\u002F559a10d0dfda2d93-why-vibe-coding-platform-base44-is-building-its-ow-summary.md","Why Vibe Coding Platform Base44 is Building Its Own AI Model",{"provider":7,"model":8,"input_tokens":5796,"output_tokens":5797,"processing_time_ms":5798,"cost_usd":5799},6261,564,3320,0.00241125,{"type":14,"value":5801,"toc":5823},[5802,5806,5809,5813,5816,5820],[17,5803,5805],{"id":5804},"the-shift-toward-vertical-integration","The Shift Toward Vertical Integration",[22,5807,5808],{},"Base44, a \"vibe coding\" platform acquired by Wix, has launched its own custom LLM, \"Base1.\" This move marks a strategic pivot away from relying solely on frontier models, aiming to achieve a fully vertically integrated stack. By owning the model, the company gains direct control over its infrastructure, which founder Maor Shlomo argues is essential for optimizing latency, efficiency, and long-term cost structures.",[17,5810,5812],{"id":5811},"defensibility-through-data-and-infrastructure","Defensibility Through Data and Infrastructure",[22,5814,5815],{},"In the competitive landscape of AI-powered development tools, defensibility is increasingly tied to three pillars: distribution, tech stack, and proprietary data. Base44’s model was trained on tens of millions of real user interactions, creating a feedback loop that the company believes will provide a competitive edge over general-purpose models. While competitors like Lovable currently rely on external LLMs, the industry trend suggests that companies with sufficient scale and velocity will eventually move toward proprietary or specialized models to maintain margins and product differentiation.",[17,5817,5819],{"id":5818},"managing-inference-costs-and-performance","Managing Inference Costs and Performance",[22,5821,5822],{},"Beyond defensibility, the move is a response to the growing pressure of inference costs. Enterprise customers are increasingly scrutinizing the ROI of AI features, often finding that general-purpose frontier models are overkill for specific tasks. By training a specialized model, Base44 aims to deliver a product that is faster and more cost-effective for its specific use cases. While some industry experts caution that training custom models is a massive engineering undertaking—citing examples like Harvey that abandoned similar plans—Base44 is betting that vertical integration is the only way to secure a sustainable, high-margin business model in the long term.",{"title":40,"searchDepth":41,"depth":41,"links":5824},[5825,5826,5827],{"id":5804,"depth":41,"text":5805},{"id":5811,"depth":41,"text":5812},{"id":5818,"depth":41,"text":5819},[85],{"content_references":5830,"triage":5841},[5831,5834,5837,5839],{"type":5693,"title":5832,"url":5833,"context":5696},"Base44","https:\u002F\u002Fbase44.com\u002F",{"type":5693,"title":5835,"url":5836,"context":5696},"Lovable","https:\u002F\u002Flovable.dev\u002F",{"type":5693,"title":5838,"context":5696},"Mistral AI",{"type":5693,"title":5840,"context":5696},"Harvey",{"relevance":54,"novelty":55,"quality":54,"actionability":41,"composite":5842,"reasoning":5843},3.4,"Category: Business & SaaS. The article discusses Base44's strategic decision to build its own AI model, addressing the pain point of defensibility in AI startups. However, while it provides insights into industry trends and challenges, it lacks specific actionable steps for the audience to implement similar strategies.","\u002Fsummaries\u002F559a10d0dfda2d93-why-vibe-coding-platform-base44-is-building-its-ow-summary","2026-06-30 02:28:41","2026-06-30 12:57:20",{"title":5794,"description":40},{"loc":5844},"559a10d0dfda2d93","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F06\u002F29\u002Fvibe-coding-platform-base44-launches-own-model-as-ai-startups-seek-defensibility\u002F","summaries\u002F559a10d0dfda2d93-why-vibe-coding-platform-base44-is-building-its-ow-summary",[72,70,71,5853],"startups","Base44 is transitioning to a vertically integrated stack by training its own LLM to gain control over latency, costs, and performance, signaling a shift toward defensibility for AI-native startups.",[],"S2gNJQbOJT8BmIOc9CPjS_dytI4pNlmN6HBkb2QCfl4",{"id":5858,"title":5859,"ai":5860,"body":5865,"categories":5922,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":5923,"navigation":58,"path":5929,"published_at":5930,"question":48,"scraped_at":5930,"seo":5931,"sitemap":5932,"source_id":5933,"source_name":5934,"source_type":66,"source_url":5935,"stem":5936,"tags":5937,"thumbnail_url":48,"tldr":5939,"tweet":48,"unknown_tags":5940,"__hash__":5941},"summaries\u002Fsummaries\u002Fa0c2851a483d9dfd-scaling-e-commerce-item-knowledge-with-llm-centric-summary.md","Scaling E-commerce Item Knowledge with LLM-Centric Architectures",{"provider":7,"model":8,"input_tokens":5861,"output_tokens":5862,"processing_time_ms":5863,"cost_usd":5864},7520,500,3496,0.00263,{"type":14,"value":5866,"toc":5917},[5867,5871,5874,5878,5881,5910,5914],[17,5868,5870],{"id":5869},"the-challenge-of-industrial-scale-item-management","The Challenge of Industrial-Scale Item Management",[22,5872,5873],{},"Managing product catalogs at the scale of JD.com—which serves over 700 million users and handles tens of billions of SKUs—requires more than traditional database management. The platform faces three primary hurdles: the rapid emergence of new product concepts, the need for high-quality knowledge production across massive datasets, and the requirement to serve diverse downstream applications like search and recommendation.",[17,5875,5877],{"id":5876},"the-oxygen-aiic-architecture","The Oxygen AIIC Architecture",[22,5879,5880],{},"To solve these, JD developed the Oxygen AI Item Center (Oxygen AIIC), which relies on four core pillars:",[5882,5883,5884,5892,5898,5904],"ul",{},[5885,5886,5887,5891],"li",{},[5888,5889,5890],"strong",{},"Collaborative Ontology Engineering:"," The system uses a human-AI loop to manage an evolving ontology containing millions of entries, ensuring the taxonomy remains agile and accurate.",[5885,5893,5894,5897],{},[5888,5895,5896],{},"Semantic Search then Discrimination (S2D):"," This architecture is the engine of the platform. It first performs a semantic search to retrieve relevant context, followed by a discrimination phase to verify and structure the data. This approach enables high-throughput processing suitable for tens of billions of items.",[5885,5899,5900,5903],{},[5888,5901,5902],{},"Self-Evolving Models:"," The platform utilizes LLMs and VLMs that improve iteratively. By maintaining a stable, controllable feedback loop, the system achieves 94.2% precision and 82.8% recall in knowledge extraction.",[5885,5905,5906,5909],{},[5888,5907,5908],{},"Unified Item Tunnel:"," A centralized data and service hub that standardizes how item knowledge is ingested and distributed across the organization.",[17,5911,5913],{"id":5912},"operational-impact","Operational Impact",[22,5915,5916],{},"The platform currently processes hundreds of millions of item updates daily on Huawei Ascend NPUs. The integration of Oxygen AIIC into core business functions has yielded significant improvements: search-traffic coverage has reached 80.4%, item-information quality issues have decreased by 37%, and the automated fill rate for core product attributes during listing now exceeds 80%.",{"title":40,"searchDepth":41,"depth":41,"links":5918},[5919,5920,5921],{"id":5869,"depth":41,"text":5870},{"id":5876,"depth":41,"text":5877},{"id":5912,"depth":41,"text":5913},[88],{"content_references":5924,"triage":5925},[],{"relevance":5926,"novelty":54,"quality":54,"actionability":55,"composite":5927,"reasoning":5928},5,4.15,"Category: AI & LLMs. The article provides a detailed overview of JD.com's innovative architecture for managing e-commerce item knowledge, addressing specific pain points such as high-quality knowledge production and scalability. It presents actionable insights into the architecture's components, though it lacks step-by-step guidance for implementation.","\u002Fsummaries\u002Fa0c2851a483d9dfd-scaling-e-commerce-item-knowledge-with-llm-centric-summary","2026-06-29 12:57:31",{"title":5859,"description":40},{"loc":5929},"a0c2851a483d9dfd","arXiv cs.AI","https:\u002F\u002Farxiv.org\u002Fabs\u002F2606.28070","summaries\u002Fa0c2851a483d9dfd-scaling-e-commerce-item-knowledge-with-llm-centric-summary",[72,70,5938,71],"automation","JD.com's Oxygen AIIC platform uses a 'Semantic Search then Discrimination' architecture and human-AI collaboration to manage tens of billions of SKUs, achieving 94.2% precision in automated item knowledge production.",[],"Lb2O3IoS-522z9THWsu3pWYMj1zl51LNuRovUPZ6wMY"]