[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-45f40813ef00ace0-meta-s-open-ai-strategy-and-the-risks-of-ai-driven-summary":3,"summaries-facets-categories":89,"summary-related-45f40813ef00ace0-meta-s-open-ai-strategy-and-the-risks-of-ai-driven-summary":6503},{"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":71,"path":72,"published_at":73,"question":48,"scraped_at":73,"seo":74,"sitemap":75,"source_id":76,"source_name":77,"source_type":78,"source_url":79,"stem":80,"tags":81,"thumbnail_url":48,"tldr":86,"tweet":48,"unknown_tags":87,"__hash__":88},"summaries\u002Fsummaries\u002F45f40813ef00ace0-meta-s-open-ai-strategy-and-the-risks-of-ai-driven-summary.md","Meta's Open AI Strategy and the Risks of AI-Driven Growth",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",7766,681,3096,0.002963,{"type":14,"value":15,"toc":39},"minimark",[16,21,25,29,32,36],[17,18,20],"h2",{"id":19},"the-duality-of-metas-ai-strategy","The Duality of Meta's AI Strategy",[22,23,24],"p",{},"Meta has introduced 'Glimmer,' an open-weight AI model designed for local execution, contrasting sharply with its more powerful 'Muse Spark' model, which remains restricted behind proprietary APIs. This release coincides with a 6,500-word manifesto from Mark Zuckerberg advocating for AI to be 'for everyone.' However, the strategy faces criticism for its inherent contradictions: while Meta promotes open access, it maintains a tiered system where its most capable intelligence remains locked away, raising questions about the true extent of its commitment to decentralization.",[17,26,28],{"id":27},"infrastructure-and-ethical-hurdles","Infrastructure and Ethical Hurdles",[22,30,31],{},"The rapid expansion of AI is creating significant downstream pressure on physical infrastructure and professional ethics. Amazon’s planned data center in Texas has sparked concerns regarding its potential as a major climate polluter, driving a wave of investment into grid-stabilizing technologies. Notable examples include Form Energy’s $750M raise for 100-hour grid batteries, Reservoir’s $8M focus on smart water heaters, and Discovered Materials’ efforts to develop more efficient, cooler-running chips. Simultaneously, the industry is grappling with trust issues; Anthropic’s decision to implement watermarks on AI-generated text has met significant user backlash, highlighting the friction between corporate safety initiatives and user autonomy.",[17,33,35],{"id":34},"the-fragility-of-high-stakes-deals","The Fragility of High-Stakes Deals",[22,37,38],{},"The tech sector is seeing increased volatility in M&A activity. The collapse of a $250M acquisition deal between video-clipping startup VideoVerse and sports publisher Minute Media serves as a cautionary tale, involving allegations of fraud, forged signatures, and a missing CEO. These events highlight the due diligence risks inherent in the current AI-fueled investment climate, where rapid valuations can sometimes outpace operational transparency.",{"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],"AI & LLMs",null,"md",false,{"content_references":52,"triage":66},[53,58,60,62,64],{"type":54,"title":55,"publisher":56,"context":57},"tool","Glimmer","Meta","mentioned",{"type":54,"title":59,"publisher":56,"context":57},"Muse Spark",{"type":54,"title":61,"context":57},"Form Energy",{"type":54,"title":63,"context":57},"Reservoir",{"type":54,"title":65,"context":57},"Discovered Materials",{"relevance":67,"novelty":67,"quality":68,"actionability":41,"composite":69,"reasoning":70},3,4,3.05,"Category: Business & SaaS. The article discusses Meta's AI strategy and the implications of open vs. proprietary models, which is relevant to product strategy and business considerations in AI. However, it lacks specific actionable insights for product builders, focusing more on industry analysis than practical application.",true,"\u002Fsummaries\u002F45f40813ef00ace0-meta-s-open-ai-strategy-and-the-risks-of-ai-driven-summary","2026-08-15 03:11:09",{"title":5,"description":40},{"loc":72},"45f40813ef00ace0","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002Fpodcast\u002Fmetas-open-ai-and-a-250m-deal-gone-very-wrong\u002F","summaries\u002F45f40813ef00ace0-meta-s-open-ai-strategy-and-the-risks-of-ai-driven-summary",[82,83,84,85],"startups","ai-tools","ai-llms","business","Meta's new 'Glimmer' model highlights the tension between open-weight AI accessibility and proprietary control, while recent industry failures underscore the volatility of high-stakes AI acquisitions and energy 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She argued the Microsoft partnership has 'limited our ability to meet enterprises where they are,' blocking broader enterprise access. Simultaneously, she accused Anthropic of basing its strategy on 'fear, restriction, and the idea that a small group of elites should control AI.' This isn't mere rivalry—it's a calculated strategic repositioning that reframes OpenAI's competitive stance, forcing employees to adopt an aggressive posture.",[22,6523,6524],{},"For builders integrating AI platforms, this highlights how partnership dependencies can constrain go-to-market flexibility. OpenAI is prioritizing direct enterprise reach over alliance comforts, a move that could accelerate independent API expansions but risks short-term revenue friction.",[17,6526,6528],{"id":6527},"crystallization-of-18-month-platform-wars","Crystallization of 18-Month Platform Wars",[22,6530,6531],{},"The memo marks the end of pretense in AI platform conflicts brewing for 18 months. Industry observers expected a Microsoft 'divorce,' yet downplayed it amid surface-level collaborations. This week's events confirm combatants are now openly fighting for value distribution control—reshaping how AI infrastructure profits flow.",[22,6533,6534],{},"The battlefield diverges from public focus on model benchmarks: it's about enterprise control, API sovereignty, and ecosystem lock-in. Builders should note this shifts leverage toward platforms offering unencumbered enterprise integrations, favoring those decoupling from Big Tech hyperscalers like Microsoft. Track OpenAI's enterprise pivots for faster, less-partner-gated deployments in production AI features.",{"title":40,"searchDepth":41,"depth":41,"links":6536},[6537,6538],{"id":6517,"depth":41,"text":6518},{"id":6527,"depth":41,"text":6528},[138],{"content_references":6541,"triage":6542},[],{"relevance":68,"novelty":67,"quality":68,"actionability":67,"composite":6543,"reasoning":6544},3.6,"Category: Business & SaaS. 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It provides insights into how these changes could affect enterprise access and API integrations, which are relevant for those building AI-powered products.","\u002Fsummaries\u002F20a5a3eae2feb683-openai-s-memo-ignites-ai-platform-wars-summary","2026-04-15 14:01:03","2026-04-15 15:39:13",{"title":6506,"description":40},{"loc":6545},"20a5a3eae2feb683","Towards AI","https:\u002F\u002Fpub.towardsai.net\u002Fthe-ai-platform-wars-have-started-this-week-just-proved-it-9d00875270f0?source=rss----98111c9905da---4","summaries\u002F20a5a3eae2feb683-openai-s-memo-ignites-ai-platform-wars-summary",[82,84,85],"OpenAI revenue chief's memo criticizes Microsoft partnership limits and Anthropic's elite-control strategy, signaling the start of real AI platform wars after 18 months of buildup.",[84,85],"BIu5Pk6Ftom-K1oLJfI94Wg0RmDw8b8Bwd3quMC5qDU",{"id":6559,"title":6560,"ai":6561,"body":6566,"categories":6608,"created_at":48,"date_modified":48,"description":6609,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":6610,"navigation":71,"path":6611,"published_at":6612,"question":48,"scraped_at":6613,"seo":6614,"sitemap":6615,"source_id":6616,"source_name":6617,"source_type":6618,"source_url":6619,"stem":6620,"tags":6621,"thumbnail_url":48,"tldr":6622,"tweet":48,"unknown_tags":6623,"__hash__":6624},"summaries\u002Fsummaries\u002Ffcd327d2dc04f6ee-openai-s-agi-playbook-policy-cash-and-control-summary.md","OpenAI's AGI Playbook: Policy, Cash, and Control",{"provider":7,"model":6508,"input_tokens":6562,"output_tokens":6563,"processing_time_ms":6564,"cost_usd":6565},6288,1536,13145,0.00200295,{"type":14,"value":6567,"toc":6602},[6568,6572,6575,6578,6582,6585,6588,6592,6595,6599],[17,6569,6571],{"id":6570},"policy-blueprint-prepares-society-for-ai-disruption","Policy Blueprint Prepares Society for AI Disruption",[22,6573,6574],{},"OpenAI's 'Industrial Policy for the Intelligence Age' warns superintelligence will shatter the current social contract, akin to the Progressive Era or New Deal. Key proposals include a public wealth fund seeded by AI firms to give citizens stakes in AI-driven growth; shifting taxes from labor to corporate profits, capital gains, and automation (robot tax logic); pilots for 32-hour work weeks at full pay; enhanced retirement, healthcare, childcare, and retraining for human-centric jobs like healthcare and education. AI access becomes a utility like electricity—affordable for workers, schools, libraries, and underserved areas. Automatic safety nets trigger wage insurance or cash aid at AI displacement thresholds. For risks, it calls for government-coordinated containment of rogue, self-replicating systems, plus defenses against imminent cyber attacks (within a year) and bioweapons via pathogen engineering.",[22,6576,6577],{},"This positions OpenAI as proactive visionary, blending ethics with strategy to influence rules before governments react.",[17,6579,6581],{"id":6580},"massive-funding-fuels-compute-flywheel","Massive Funding Fuels Compute Flywheel",[22,6583,6584],{},"A $122B round at $852B valuation—led by Amazon ($50B), Nvidia\u002FSoftBank ($30B each)—transforms OpenAI into infrastructure giant, with $2B monthly revenue (4x faster growth than early Alphabet\u002FMeta). Metrics: 900M weekly ChatGPT users, 50M subscribers, 6x web visits of next AI app, APIs at 15B tokens\u002Fminute, Codex at 2M weekly users (70% MoM growth), enterprise at 40% revenue (to match consumer by 2026). Revenue hit $1B in first ChatGPT year, $1B\u002Fquarter by 2024 end. Funds recycle into compute for better models, products, users, and revenue loop. Backers include Microsoft, a16z, Sequoia; plus $3B individual investors and $4.7B credit facility.",[22,6586,6587],{},"Trade-off: Extreme scale risks over-centralization, but enables AGI push.",[17,6589,6591],{"id":6590},"product-unification-and-agi-narrative-grab","Product Unification and AGI Narrative Grab",[22,6593,6594],{},"OpenAI builds a 'unified AI super app' merging ChatGPT, Codex, browsing, agents into one intent-driven interface across apps\u002Fworkflows—discontinuing Sora as a costly 'different tech tree.' Greg Brockman: AGI 70-80% done; 'Spud' pre-training run lifts baseline for all tasks; AI now handles 80% of tasks (vs. 20%), e.g., solving physicist problems in 12 hours or optimizing engineer designs. Acquisition of TBPN (AI media brand) bolsters narrative control under strategy org, promising editorial independence.",[17,6596,6598],{"id":6597},"pushback-lawsuits-and-agi-doubts","Pushback: Lawsuits and AGI Doubts",[22,6600,6601],{},"Lawsuit (March 2026) accuses ChatGPT of unlicensed law practice: user relied on it for 21+ motions, leading to failed cases; seeks injunction, $10M damages. OpenAI's terms now ban tailored legal\u002Fmedical advice. Gary Marcus counters AGI hype—LLMs are flawed imitators (Eliza effect), scaling trends may flatten (Llama 4, GPT-5), needs modular\u002Fhybrid systems like AlphaFold 3, not monolithic scaling.",{"title":40,"searchDepth":41,"depth":41,"links":6603},[6604,6605,6606,6607],{"id":6570,"depth":41,"text":6571},{"id":6580,"depth":41,"text":6581},{"id":6590,"depth":41,"text":6591},{"id":6597,"depth":41,"text":6598},[138],"OpenAI just dropped a policy blueprint built around one huge idea: superintelligence could hit hard enough to force a whole new social contract. At the same time, OpenAI closed a massive funding round, pushed its AGI vision even harder, expanded its platform ambitions, bought TBPN, and got dragged into a lawsuit over ChatGPT allegedly acting like a lawyer. This story is about way more than one paper. It is about OpenAI trying to shape the rules, the infrastructure, the products, and the public narrative before AGI disruption fully hits.\n\n📩 Brand Deals & Partnerships: collabs@nouralabs.com\n✉ General Inquiries: airevolutionofficial@gmail.com\n\n🧠 What You’ll See\nOpenAI Industrial Policy For The Intelligence Age\nSOURCE: https:\u002F\u002Fopenai.com\u002Findex\u002Findustrial-policy-for-the-intelligence-age\u002F\nOpenAI Raises $122 Billion At $852 Billion Valuation\nSOURCE: https:\u002F\u002Fopenai.com\u002Findex\u002Faccelerating-the-next-phase-ai\u002F\nOpenAI Acquires TBPN\nSOURCE: https:\u002F\u002Fopenai.com\u002Findex\u002Fopenai-acquires-tbpn\u002F\nOpenAI Hit With ChatGPT Unlicensed Lawyer Lawsuit\nSOURCE: https:\u002F\u002Fwww.reuters.com\u002Flegal\u002Flegalindustry\u002Fopenai-hit-with-lawsuit-claiming-chatgpt-acted-an-unlicensed-lawyer-2026-03-05\u002F\nOpenAI Winds Down Sora As It Simplifies Products\nSOURCE: https:\u002F\u002Fhelp.openai.com\u002Fen\u002Farticles\u002F20001152-what-to-know-about-the-sora-discontinuation\n\n🚨 Why It Matters\nOpenAI is now pushing on every layer at once: policy, capital, compute, products, media, and AGI positioning. The company is presenting itself as both the builder of the future and the one preparing society for the fallout, which is a powerful strategy, though it also raises bigger questions around control, trust, safety, and how much influence one AI company should really have.\n\n#ai #openai #agi",{},"\u002Fsummaries\u002Ffcd327d2dc04f6ee-openai-s-agi-playbook-policy-cash-and-control-summary","2026-04-07 22:54:19","2026-04-08 14:50:45",{"title":6560,"description":6609},{"loc":6611},"fcd327d2dc04f6ee","AI Revolution","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=u9Azd3weYCY","summaries\u002Ffcd327d2dc04f6ee-openai-s-agi-playbook-policy-cash-and-control-summary",[82,84,85],"OpenAI pushes radical policies like public wealth funds and robot taxes to manage superintelligence disruption, fueled by $122B funding at $852B valuation, while unifying products and acquiring media amid lawsuits and AGI skepticism.",[84,85],"toDzn42uqsbEW3fMTQoajpfj7QYVUnjN21PX7y_jQAc",{"id":6626,"title":6627,"ai":6628,"body":6633,"categories":6676,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":6677,"navigation":71,"path":6691,"published_at":6692,"question":48,"scraped_at":6693,"seo":6694,"sitemap":6695,"source_id":6696,"source_name":77,"source_type":78,"source_url":6697,"stem":6698,"tags":6699,"thumbnail_url":48,"tldr":6701,"tweet":48,"unknown_tags":6702,"__hash__":6703},"summaries\u002Fsummaries\u002F088661655e776b10-openai-s-custom-silicon-strategy-and-the-shift-awa-summary.md","OpenAI's Custom Silicon Strategy and the Shift Away from Nvidia",{"provider":7,"model":8,"input_tokens":6629,"output_tokens":6630,"processing_time_ms":6631,"cost_usd":6632},7093,604,3182,0.00267925,{"type":14,"value":6634,"toc":6672},[6635,6639,6642,6646,6649],[17,6636,6638],{"id":6637},"the-strategic-shift-to-custom-silicon","The Strategic Shift to Custom Silicon",[22,6640,6641],{},"OpenAI’s announcement of its custom inference chip, codenamed 'Jalapeño,' marks a significant pivot in the AI infrastructure landscape. By partnering with Broadcom to design proprietary hardware, OpenAI is following the path of other tech giants like Google and Apple. The primary motivation is to mitigate single-supplier risk—specifically the industry's heavy dependence on Nvidia—and to achieve hardware-software co-optimization. Much like Apple’s transition away from Intel, custom silicon allows OpenAI to tune hardware specifically for its model architectures, potentially unlocking performance gains and cost efficiencies that off-the-shelf components cannot provide.",[17,6643,6645],{"id":6644},"industry-trends-and-market-dynamics","Industry Trends and Market Dynamics",[22,6647,6648],{},"The move toward vertical integration is becoming a standard hedge for AI-focused companies. Beyond hardware, the industry is seeing a rapid evolution in agentic workflows and specialized AI applications. Key developments noted in the broader market include:",[6650,6651,6652,6660,6666],"ul",{},[6653,6654,6655,6659],"li",{},[6656,6657,6658],"strong",{},"AI Agent Evolution:"," The shift from static source code to dynamic, looping AI agents is being framed as a fundamental leap in capability, comparable to the transition from manual coding to automated systems.",[6653,6661,6662,6665],{},[6656,6663,6664],{},"Capital and Talent Shifts:"," Despite Nvidia’s dominance, startups like Groq continue to attract significant capital (e.g., a $650M raise), suggesting that the market remains hungry for alternative compute solutions even as established players consolidate talent.",[6653,6667,6668,6671],{},[6656,6669,6670],{},"Diversification of AI Applications:"," AI investment is expanding into diverse sectors, including robotics (Agility Robotics' $2.5B SPAC deal) and creative industries (Google DeepMind’s $75M investment in A24), signaling that AI is moving beyond pure compute into specialized physical and creative domains.",{"title":40,"searchDepth":41,"depth":41,"links":6673},[6674,6675],{"id":6637,"depth":41,"text":6638},{"id":6644,"depth":41,"text":6645},[47],{"content_references":6678,"triage":6688},[6679,6682,6684,6686],{"type":54,"title":6680,"publisher":6681,"context":57},"Jalapeño","OpenAI",{"type":54,"title":6683,"context":57},"Groq",{"type":54,"title":6685,"context":57},"Claude Code",{"type":54,"title":6687,"context":57},"Agility Robotics",{"relevance":68,"novelty":67,"quality":68,"actionability":41,"composite":6689,"reasoning":6690},3.4,"Category: AI & LLMs. The article discusses OpenAI's strategic shift to custom silicon, which is relevant to AI infrastructure and product development. While it provides insights into industry trends, it lacks specific actionable steps for product builders looking to implement similar strategies.","\u002Fsummaries\u002F088661655e776b10-openai-s-custom-silicon-strategy-and-the-shift-awa-summary","2026-06-26 14:00:00","2026-06-27 12:56:37",{"title":6627,"description":40},{"loc":6691},"088661655e776b10","https:\u002F\u002Ftechcrunch.com\u002Fpodcast\u002Fopenais-jalapeno-chip-is-big-techs-spiciest-move-away-from-nvidia\u002F","summaries\u002F088661655e776b10-openai-s-custom-silicon-strategy-and-the-shift-awa-summary",[83,6700,82,84],"saas","OpenAI is developing a custom inference chip, 'Jalapeño,' in partnership with Broadcom to reduce reliance on Nvidia, mirroring a broader industry trend of vertical integration to gain hardware control and performance optimization.",[84],"_Q0aRzS-hXt2jdnP4suxm6JdWlioOapLsQ3ZTz08F6w",{"id":6705,"title":6706,"ai":6707,"body":6712,"categories":6740,"created_at":48,"date_modified":48,"description":40,"extension":49,"faq":48,"featured":50,"kicker_label":48,"meta":6741,"navigation":71,"path":6753,"published_at":6754,"question":48,"scraped_at":6755,"seo":6756,"sitemap":6757,"source_id":6758,"source_name":77,"source_type":78,"source_url":6759,"stem":6760,"tags":6761,"thumbnail_url":48,"tldr":6763,"tweet":48,"unknown_tags":6764,"__hash__":6765},"summaries\u002Fsummaries\u002F551d15dff70d291e-avataar-ai-s-varya-a-low-cost-culturally-aware-vid-summary.md","Avataar AI's Varya: A Low-Cost, Culturally Aware Video Model",{"provider":7,"model":8,"input_tokens":6708,"output_tokens":6709,"processing_time_ms":6710,"cost_usd":6711},6514,618,3100,0.0025555,{"type":14,"value":6713,"toc":6735},[6714,6718,6721,6725,6728,6732],[17,6715,6717],{"id":6716},"model-distillation-for-efficiency","Model Distillation for Efficiency",[22,6719,6720],{},"Avataar AI’s new video model, Varya, demonstrates the effectiveness of model distillation in resource-constrained environments. Rather than training from scratch, the company compressed Alibaba’s Wan 2.2 model. By reducing the inference process from 50 steps to just 4, the team achieved a 10x increase in generation speed. On an NVIDIA H200 GPU, Varya generates a 5-second 720p clip in 45 seconds, compared to 1,230 seconds for the base model.",[17,6722,6724],{"id":6723},"cultural-context-and-economic-accessibility","Cultural Context and Economic Accessibility",[22,6726,6727],{},"A primary barrier to AI adoption in India is the lack of cultural nuance in Western-trained models, which often produce stereotypical outputs. Avataar addressed this by training Varya on a curated dataset specifically designed to recognize Indian architecture, clothing, food, and festivals. Furthermore, the company is targeting mass-market adoption by pricing its service at ₹0.48 ($0.005) per second—roughly 20 times cheaper than current global leaders like Luma, Runway, and Kling. This pricing strategy is intended to make video AI viable for students, MSMEs, and public services in a video-first market.",[17,6729,6731],{"id":6730},"strategic-alignment-with-indias-ai-mission","Strategic Alignment with India’s AI Mission",[22,6733,6734],{},"Varya is a product of the India AI Mission, a $1.2 billion government initiative that provides startups with subsidized compute in exchange for releasing models publicly. Avataar is releasing Varya as an open-weight model on the India AI Kosh portal, allowing developers to self-host or fine-tune the model. This launch highlights a broader shift in India’s AI strategy: prioritizing the development of localized applications and a robust developer ecosystem over attempting to compete directly with global foundation model labs.",{"title":40,"searchDepth":41,"depth":41,"links":6736},[6737,6738,6739],{"id":6716,"depth":41,"text":6717},{"id":6723,"depth":41,"text":6724},{"id":6730,"depth":41,"text":6731},[47],{"content_references":6742,"triage":6751},[6743,6746,6748],{"type":54,"title":6744,"url":6745,"context":57},"Varya","https:\u002F\u002Fvarya.avataar.ai\u002F",{"type":54,"title":6747,"context":57},"Wan 2.2",{"type":54,"title":6749,"url":6750,"context":57},"India AI Kosh portal","https:\u002F\u002Faikosh.indiaai.gov.in\u002F",{"relevance":68,"novelty":67,"quality":68,"actionability":67,"composite":6543,"reasoning":6752},"Category: AI & LLMs. The article discusses a new video generation model optimized for the Indian market, addressing a specific audience pain point regarding cultural relevance in AI outputs. It provides insights into model distillation and pricing strategies, but lacks detailed actionable steps for implementation.","\u002Fsummaries\u002F551d15dff70d291e-avataar-ai-s-varya-a-low-cost-culturally-aware-vid-summary","2026-06-12 04:30:00","2026-06-12 12:57:15",{"title":6706,"description":40},{"loc":6753},"551d15dff70d291e","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F06\u002F11\u002Fcheaper-faster-and-culturally-aware-avataars-video-ai-is-built-for-indias-scale\u002F","summaries\u002F551d15dff70d291e-avataar-ai-s-varya-a-low-cost-culturally-aware-vid-summary",[83,82,84,6762],"video-generation","Avataar AI has launched Varya, a distilled, high-speed video generation model optimized for the Indian market, offering a 20x price reduction compared to global competitors by focusing on efficiency and cultural relevance.",[84,6762],"TAWYqOESkx1xMrpQ6Ox_yuoPkKFGjOnp8MC7BDoT5aU"]