[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-0afb458e7b0878f0-thrive-holdings-raises-2b-to-scale-ai-integrated-e-summary":3,"summaries-facets-categories":100,"summary-related-0afb458e7b0878f0-thrive-holdings-raises-2b-to-scale-ai-integrated-e-summary":6518},{"id":4,"title":5,"ai":6,"body":13,"categories":63,"created_at":65,"date_modified":65,"description":57,"extension":66,"faq":65,"featured":67,"kicker_label":65,"meta":68,"navigation":81,"path":82,"published_at":83,"question":65,"scraped_at":84,"seo":85,"sitemap":86,"source_id":87,"source_name":88,"source_type":89,"source_url":90,"stem":91,"tags":92,"thumbnail_url":65,"tldr":97,"tweet":65,"unknown_tags":98,"__hash__":99},"summaries\u002Fsummaries\u002F0afb458e7b0878f0-thrive-holdings-raises-2b-to-scale-ai-integrated-e-summary.md","Thrive Holdings Raises $2B to Scale AI-Integrated Enterprises",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",6065,472,2259,0.00222425,{"type":14,"value":15,"toc":56},"minimark",[16,21,25,29,32,49,53],[17,18,20],"h2",{"id":19},"the-private-equity-for-ai-model","The 'Private Equity for AI' Model",[22,23,24],"p",{},"Thrive Holdings operates as a specialized private equity firm that acquires traditional, operationally complex businesses and integrates AI directly into their core workflows. Rather than selling software to enterprises, Thrive buys the enterprises themselves to control the implementation process. This strategy is supported by a deep partnership with OpenAI, which provides technical expertise and personnel to embed within Thrive’s portfolio companies.",[17,26,28],{"id":27},"proven-operational-impact","Proven Operational Impact",[22,30,31],{},"Thrive has successfully deployed this model across two primary verticals:",[33,34,35,43],"ul",{},[36,37,38,42],"li",{},[39,40,41],"strong",{},"Accounting (Current):"," A platform of over 50 firms and 2,000 professionals. Their 'TaxAI' agents processed over 7,000 returns with 98% accuracy, reducing tax preparation time by more than 30%.",[36,44,45,48],{},[39,46,47],{},"Information Technology (Shield):"," A platform of 20 companies that has achieved a 36x improvement in help desk resolution times and significantly scaled the deployment of custom AI agents.",[17,50,52],{"id":51},"expanding-into-physical-infrastructure","Expanding into Physical Infrastructure",[22,54,55],{},"With the new $2 billion in funding, Thrive is launching a third vertical focused on the 'built environment.' The firm aims to use AI to navigate the regulatory and technical bottlenecks inherent in building and maintaining critical infrastructure, such as data centers, healthcare facilities, and power grids. The goal is to automate manual tasks like permit preparation, inspection documentation, and compliance tracking. Thrive emphasizes that this approach is designed to assist human practitioners—not replace them—by compressing timelines and reducing costs while maintaining professional safety and sign-off standards.",{"title":57,"searchDepth":58,"depth":58,"links":59},"",2,[60,61,62],{"id":19,"depth":58,"text":20},{"id":27,"depth":58,"text":28},{"id":51,"depth":58,"text":52},[64],"AI Automation",null,"md",false,{"content_references":69,"triage":76},[70,74],{"type":71,"title":72,"context":73},"other","The Deployment Company","mentioned",{"type":71,"title":75,"context":73},"Ode with Anthropic",{"relevance":77,"novelty":77,"quality":78,"actionability":58,"composite":79,"reasoning":80},3,4,3.05,"Category: Business & SaaS. The article discusses Thrive Holdings' innovative approach to integrating AI into traditional businesses, which aligns with the interests of product builders in understanding AI's application in enterprise settings. However, it lacks specific actionable insights or frameworks that the audience could directly implement in their own projects.",true,"\u002Fsummaries\u002F0afb458e7b0878f0-thrive-holdings-raises-2b-to-scale-ai-integrated-e-summary","2026-08-12 17:41:29","2026-08-13 03:25:48",{"title":5,"description":57},{"loc":82},"0afb458e7b0878f0","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F08\u002F12\u002Fopenai-backed-thrive-holdings-raises-2b-to-bring-ai-to-the-enterprise\u002F","summaries\u002F0afb458e7b0878f0-thrive-holdings-raises-2b-to-scale-ai-integrated-e-summary",[93,94,95,96],"saas","ai-automation","enterprise-ai","venture","Thrive Holdings, an OpenAI-backed firm, is scaling its 'private equity for AI' model by acquiring traditional businesses and embedding AI workflows to improve efficiency in accounting, IT, and 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Tab-switching across LinkedIn, Crunchbase, Salesforce, Google News, and Outreach yields no pipeline. Solving this with AI yields outsized gains because other steps like prospecting and sequencing systematize easily.",[22,6538,6539],{},"The agent automates exactly these: For companies, it pulls Salesforce data by domain (avoids name mismatches), searches recent news\u002Fhiring\u002Ffunding via Tavily, grabs structured data (employee count, industry, tech stack, growth), and cross-references your win stories. For prospects, it analyzes LinkedIn role, tenure, activity, and infers pains tied to company events and seniority. Output: a concise 80-word brief formatted as Trigger (current events), Hypothesised Pain (person-specific problem), Social Proof (mapped customer win), and CTA (door-opening line)—delivered live in Outreach without extra tabs or logins.",[17,6541,6543],{"id":6542},"inline-sourcing-and-workflow-fit-drive-instant-adoption","Inline Sourcing and Workflow Fit Drive Instant Adoption",[22,6545,6546],{},"Reps distrust unsourced AI; one hallucination kills usage. Solution: Every claim includes a clickable inline link to its source (e.g., news article), enabling one-click verification. This shifts reps from skepticism to selection: \"Which of these do I use?\"",[22,6548,6549],{},"Don't interrupt rhythms—embed in them. Briefs appear automatically in Outreach when reps open accounts from Salesforce, matching their flow: Salesforce → Outreach → email. No new tools, copy-paste, or context switches. Built on LangChain, Tavily, GCP, Pydantic, FastAPI; deployed in two weeks to 10 users.",[17,6551,6553],{"id":6552},"shadow-top-users-and-ship-output-first-for-real-impact","Shadow Top Users and Ship Output-First for Real Impact",[22,6555,6556],{},"Watch reps on live accounts (not surveys\u002Fdemos) to capture needs at crunch time—like 4pm Fridays on account #30. This redesigned output from reports to scannable briefs. Managers approve; individual contributors (ICs) adopt.",[22,6558,6559],{},"Results after one month with 10 pilot users (SDRs\u002FAEs): 2-3 hours saved daily per rep, +40 well-researched touches\u002Fweek, expected 2x open rates and opportunities. Scales to 40-48 new meetings\u002Fmonth across 15 reps. Advice: Design output format first (words, structure), then backward-engineer; integrate into Outreach\u002FSalesforce\u002FSlack; prioritize data quality\u002Fformatting over AI itself.",{"title":57,"searchDepth":58,"depth":58,"links":6561},[6562,6563,6564],{"id":6532,"depth":58,"text":6533},{"id":6542,"depth":58,"text":6543},{"id":6552,"depth":58,"text":6553},[64],{"content_references":6567,"triage":6583},[6568,6571,6573,6575,6577,6579,6581],{"type":6569,"title":6570,"context":73},"tool","LangChain",{"type":6569,"title":6572,"context":73},"Tavily",{"type":6569,"title":6574,"context":73},"GCP",{"type":6569,"title":6576,"context":73},"Outreach",{"type":6569,"title":6578,"context":73},"Pydantic AI",{"type":6569,"title":6580,"context":73},"FastAPI",{"type":6569,"title":6582,"context":73},"Salesforce",{"relevance":6584,"novelty":78,"quality":78,"actionability":6584,"composite":6585,"reasoning":6586},5,4.55,"Category: AI Automation. The article provides a detailed case study on using an AI agent to automate outbound sales research, addressing a specific pain point for product builders looking to enhance efficiency. It offers actionable insights on integrating AI into existing workflows, making it highly relevant and practical for the target audience.","\u002Fsummaries\u002F720cd458ad80f5d9-ai-agent-delivers-80-word-sales-briefs-saves-2-3-h-summary","2026-05-07 12:01:01","2026-05-07 16:43:23",{"title":6521,"description":57},{"loc":6587},"720cd458ad80f5d9","Towards AI","https:\u002F\u002Fpub.towardsai.net\u002Fi-built-an-ai-outbound-agent-heres-what-actually-worked-d8ba6ff378ed?source=rss----98111c9905da---4","summaries\u002F720cd458ad80f5d9-ai-agent-delivers-80-word-sales-briefs-saves-2-3-h-summary",[6597,93,94],"agents","LangChain agent pulls Salesforce data, web searches via Tavily, and infers pains to generate sourced research briefs inside Outreach, cutting outbound research from 30+ min\u002Faccount to seconds and boosting touches by 40\u002Fweek per rep.",[94],"jOACE5RLW-qeiG1BCs0DPNzL7tAQ0BJ9ZvE06FmwgGw",{"id":6602,"title":6603,"ai":6604,"body":6609,"categories":6637,"created_at":65,"date_modified":65,"description":57,"extension":66,"faq":65,"featured":67,"kicker_label":65,"meta":6638,"navigation":81,"path":6657,"published_at":6658,"question":65,"scraped_at":6659,"seo":6660,"sitemap":6661,"source_id":6662,"source_name":88,"source_type":89,"source_url":6663,"stem":6664,"tags":6665,"thumbnail_url":65,"tldr":6667,"tweet":65,"unknown_tags":6668,"__hash__":6669},"summaries\u002Fsummaries\u002F64ec27553832a74a-khosla-s-10m-bet-on-post-failure-ai-bookkeeper-summary.md","Khosla's $10M Bet on Post-Failure AI Bookkeeper",{"provider":7,"model":6523,"input_tokens":6605,"output_tokens":6606,"processing_time_ms":6607,"cost_usd":6608},5669,1979,27260,0.00210065,{"type":14,"value":6610,"toc":6632},[6611,6615,6618,6622,6625,6629],[17,6612,6614],{"id":6613},"invest-in-controversy-for-high-upside-founders","Invest in Controversy for High-Upside Founders",[22,6616,6617],{},"Khosla Ventures partner Jon Chu targets founders amid scandal or failure, arguing groupthink distorts narratives and overlooks growth potential. He cites Parker Conrad, ousted from Zenefits in 2016 amid criticism, who then built Rippling to a $17B valuation. For Ian Crosby, fired from Bench in 2021 after rejecting a $250M Brex acquisition—amid cash burn and leadership friction—Chu verified post-Bench references: Crosby joined Shopify, founded Teal (acquired by Mercury after 18 months), gaining lessons from three roles. Chu notes Crosby 'took a big swing, made mistakes,' but executives praised him, justifying the $10M Seed alongside Basis Set and Shopify's Tobias Lütke.",[17,6619,6621],{"id":6620},"build-fully-autonomous-ai-accounting-or-bust","Build Fully Autonomous AI Accounting, or Bust",[22,6623,6624],{},"Synthetic targets accrual-based financials for AI\u002Fsoftware startups using no-human AI bookkeeping, unlike Xero's human reliance. Crosby insists on full autonomy before launch, even if current models err on calculations—prototype succeeds narrowly but risks scaling, akin to a self-driving car mastering one street but crashing on others. With 'years of cash,' Crosby plans patience for foundational models to mature, avoiding partial automation pitfalls that doomed Bench.",[17,6626,6628],{"id":6627},"trade-offs-of-ambitious-ai-visions","Trade-offs of Ambitious AI Visions",[22,6630,6631],{},"Crosby's repeat founder status post-Bench shutdown (2024, sold for scraps, stranding thousands of clients) highlights risks: boards may oust on strategy disagreements during downturns. Yet it enables pivots—Teal's quick exit proves recovery paths. Synthetic's narrow focus mitigates early errors but limits initial market; waiting on AI advances buys time but demands runway discipline amid unproven tech feasibility.",{"title":57,"searchDepth":58,"depth":58,"links":6633},[6634,6635,6636],{"id":6613,"depth":58,"text":6614},{"id":6620,"depth":58,"text":6621},{"id":6627,"depth":58,"text":6628},[111],{"content_references":6639,"triage":6654},[6640,6643,6647,6650],{"type":6569,"title":6641,"url":6642,"context":73},"Synthetic","https:\u002F\u002Fsynthetic.ai\u002F",{"type":71,"title":6644,"url":6645,"context":6646},"Bench shuts down, leaving thousands of businesses without access to accounting and tax docs","https:\u002F\u002Ftechcrunch.com\u002F2024\u002F12\u002F27\u002Fbench-shuts-down-leaving-thousands-of-businesses-without-access-to-accounting-and-tax-docs\u002F","cited",{"type":71,"title":6648,"url":6649,"context":6646},"Bench to be acquired after abruptly shutting down","https:\u002F\u002Ftechcrunch.com\u002F2024\u002F12\u002F30\u002Fbench-to-be-acquired-after-abruptly-shutting-down\u002F",{"type":71,"title":6651,"author":6652,"url":6653,"context":6646},"The limits of founder-friendly: What happened at Bench","Newcomer","https:\u002F\u002Fwww.newcomer.co\u002Fp\u002Fthe-limits-of-founder-friendly-what",{"relevance":78,"novelty":77,"quality":78,"actionability":58,"composite":6655,"reasoning":6656},3.4,"Category: Business & SaaS. The article discusses a significant investment in an AI bookkeeping startup, which aligns with the interests of product builders in the SaaS space. While it provides insights into the founder's journey and the challenges of building AI products, it lacks specific actionable steps for the audience to implement in their own projects.","\u002Fsummaries\u002F64ec27553832a74a-khosla-s-10m-bet-on-post-failure-ai-bookkeeper-summary","2026-05-14 15:20:18","2026-05-14 19:00:53",{"title":6603,"description":57},{"loc":6657},"64ec27553832a74a","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F14\u002Fkhosla-ventures-is-betting-10m-on-ian-crosby-whose-last-startup-bench-imploded\u002F","summaries\u002F64ec27553832a74a-khosla-s-10m-bet-on-post-failure-ai-bookkeeper-summary",[93,6666,94],"startups","Ian Crosby raises $10M Seed for Synthetic, a fully autonomous AI bookkeeper, despite Bench's 2024 implosion—Khosla backs controversial founders who learn from setbacks.",[94],"g4iSELr-BS1Hl4G4zLTJwe9MG4xZfhbkt0h4wGfkCg0",{"id":6671,"title":6672,"ai":6673,"body":6678,"categories":6706,"created_at":65,"date_modified":65,"description":57,"extension":66,"faq":65,"featured":67,"kicker_label":65,"meta":6707,"navigation":81,"path":6714,"published_at":6715,"question":65,"scraped_at":6715,"seo":6716,"sitemap":6717,"source_id":6718,"source_name":6719,"source_type":89,"source_url":6720,"stem":6721,"tags":6722,"thumbnail_url":65,"tldr":6724,"tweet":65,"unknown_tags":6725,"__hash__":6726},"summaries\u002Fsummaries\u002Fe7455462824dd896-openai-s-deployco-embeds-fdes-to-scale-enterprise-summary.md","OpenAI's DeployCo Embeds FDEs to Scale Enterprise AI",{"provider":7,"model":6523,"input_tokens":6674,"output_tokens":6675,"processing_time_ms":6676,"cost_usd":6677},6832,1527,20484,0.00162305,{"type":14,"value":6679,"toc":6701},[6680,6684,6687,6691,6694,6698],[17,6681,6683],{"id":6682},"deployment-drives-real-ai-impact-over-models-alone","Deployment Drives Real AI Impact Over Models Alone",[22,6685,6686],{},"OpenAI stresses that powerful models alone don't deliver value—deployment does. Over a million businesses use OpenAI APIs, but success hinges on integrating AI into critical workflows for reasoning, action, and results. As frontier models advance, organizations must redesign operations around them. Forward Deployed Engineers (FDEs) embed onsite to spot high-impact areas, bridging from research to production. This counters the gap where AI pilots fail to scale, enabling durable systems that evolve with new models.",[17,6688,6690],{"id":6689},"fde-engagements-build-production-ai-from-diagnostics","FDE Engagements Build Production AI from Diagnostics",[22,6692,6693],{},"A typical engagement starts with a diagnostic to pinpoint value, then targets 2-3 priority workflows selected by leadership and teams. FDEs collaborate internally to design, build, test, and deploy systems linking OpenAI models to customer data, tools, controls, and processes. This ensures reliability in daily operations. Tomoro's acquisition adds 150 engineers experienced in real-time AI for firms like Tesco (supply chain), Virgin Atlantic (operations), and Supercell (gaming), accelerating from use case to production amid complex governance needs.",[17,6695,6697],{"id":6696},"_4b-backing-and-partnerships-scale-across-economy","$4B Backing and Partnerships Scale Across Economy",[22,6699,6700],{},"Majority-owned by OpenAI, DeployCo launches with $4B from 19 partners including TPG (lead), Bain Capital, Brookfield, Goldman Sachs, SoftBank, plus consultancies like Bain & Company, Capgemini, McKinsey. Sponsors cover 2,000+ businesses; integrators reach thousands more. This combines OpenAI's frontier insights with partners' transformation expertise for change management, adoption, and pattern generalization. Customers get unified access, staying ahead by building for upcoming capabilities rather than today's.",{"title":57,"searchDepth":58,"depth":58,"links":6702},[6703,6704,6705],{"id":6682,"depth":58,"text":6683},{"id":6689,"depth":58,"text":6690},{"id":6696,"depth":58,"text":6697},[149],{"content_references":6708,"triage":6711},[6709],{"type":71,"title":6710,"context":73},"Tomoro",{"relevance":6584,"novelty":78,"quality":78,"actionability":78,"composite":6712,"reasoning":6713},4.35,"Category: Business & SaaS. The article discusses the launch of OpenAI's Deployment Company and its approach to integrating AI into business workflows, addressing a key pain point for product builders: the need for practical deployment strategies. It provides insights into how Forward Deployed Engineers (FDEs) can help organizations redesign operations, which is actionable for those looking to implement AI effectively.","\u002Fsummaries\u002Fe7455462824dd896-openai-s-deployco-embeds-fdes-to-scale-enterprise-summary","2026-05-11 15:04:22",{"title":6672,"description":57},{"loc":6714},"e7455462824dd896","OpenAI News","https:\u002F\u002Fopenai.com\u002Findex\u002Fopenai-launches-the-deployment-company","summaries\u002Fe7455462824dd896-openai-s-deployco-embeds-fdes-to-scale-enterprise-summary",[93,94,6723],"business","OpenAI launches Deployment Company with $4B investment and Tomoro acquisition, deploying 150+ FDEs to redesign business workflows around frontier AI for reliable production systems.",[94,6723],"tv6d4RcysNcH6jZO0bp1NAFI2q--5yZzcOq2H84kfsA",{"id":6728,"title":6729,"ai":6730,"body":6735,"categories":6763,"created_at":65,"date_modified":65,"description":57,"extension":66,"faq":65,"featured":67,"kicker_label":65,"meta":6764,"navigation":81,"path":6779,"published_at":6780,"question":65,"scraped_at":6781,"seo":6782,"sitemap":6783,"source_id":6784,"source_name":6785,"source_type":89,"source_url":6786,"stem":6787,"tags":6788,"thumbnail_url":65,"tldr":6789,"tweet":65,"unknown_tags":6790,"__hash__":6791},"summaries\u002Fsummaries\u002Fcada76869480e939-cloudflare-lays-off-1-100-as-ai-yields-100x-produc-summary.md","Cloudflare Lays Off 1,100 as AI Yields 100x Productivity",{"provider":7,"model":6523,"input_tokens":6731,"output_tokens":6732,"processing_time_ms":6733,"cost_usd":6734},6088,2060,26787,0.0022251,{"type":14,"value":6736,"toc":6758},[6737,6741,6744,6748,6751,6755],[17,6738,6740],{"id":6739},"ai-delivers-extreme-productivity-obsoleting-support-roles","AI Delivers Extreme Productivity, Obsoleting Support Roles",[22,6742,6743],{},"Cloudflare attributes its first-ever mass layoffs of 1,100 employees (20% of ~5,500 headcount) to internal AI adoption, not cost-cutting or performance issues. CEO Matthew Prince reports productivity gains of 2x, 10x, or even 100x across teams, likening it to switching from manual to electric tools. AI usage surged 600% in the last three months. The entire R&D team now codes via Cloudflare's Workers platform, with vibe coding features; 100% of deployed AI-generated code undergoes review by autonomous AI agents. Non-engineering teams (HR, finance, marketing) run thousands of daily AI agent sessions. Highly productive AI users require fewer support staff, as these roles no longer drive value in AI-augmented operations—sparing only quota-carrying salespeople.",[17,6745,6747],{"id":6746},"record-revenue-growth-masks-profit-challenges","Record Revenue Growth Masks Profit Challenges",[22,6749,6750],{},"Q1 2026 revenue hit $639.8 million, up 34% year-over-year—the company's highest quarter ever—amid a $2.5 billion remaining performance obligations (RPO) backlog, also up 34%. Yet net loss widened to $62 million from $53.2 million prior year, reflecting high-growth investment patterns common in cloud infrastructure. Prince frames layoffs as adaptation to the 'agentic AI era,' mirroring Meta, Microsoft, and Google, who pair revenue surges with AI-justified cuts. Analysts questioned deep cuts post-strong results; Prince replied, 'Just because you’re fit doesn’t mean you can’t get fitter.'",[17,6752,6754],{"id":6753},"hiring-resumes-for-ai-proficient-talent","Hiring Resumes for AI-Proficient Talent",[22,6756,6757],{},"Cloudflare commits to ongoing investments in employees embracing AI tools, projecting more staff in 2027 than throughout 2026. This targets builders leveraging AI for outsized output, restructuring teams for efficiency while scaling AI-powered products externally.",{"title":57,"searchDepth":58,"depth":58,"links":6759},[6760,6761,6762],{"id":6739,"depth":58,"text":6740},{"id":6746,"depth":58,"text":6747},{"id":6753,"depth":58,"text":6754},[149],{"content_references":6765,"triage":6777},[6766,6770,6774],{"type":6767,"title":6768,"url":6769,"context":6646},"report","Cloudflare Q1 2026 10-Q Filing","https:\u002F\u002Fwww.sec.gov\u002Fixviewer-plus\u002Fix.xhtml?doc=\u002FArchives\u002Fedgar\u002Fdata\u002F0001477333\u002F000147733326000038\u002Fcloud-20260331.htm#fact-identifier-428",{"type":71,"title":6771,"author":6772,"url":6773,"context":6646},"Building for the Future","Matthew Prince, Michelle Zatlyn","https:\u002F\u002Fblog.cloudflare.com\u002Fbuilding-for-the-future\u002F",{"type":71,"title":6775,"url":6776,"context":6646},"NET-Q1-2026 Earnings Call Transcript","https:\u002F\u002Ffinance.yahoo.com\u002Fquote\u002FNET\u002Fearnings\u002FNET-Q1-2026-earnings_call-554714.html",{"relevance":78,"novelty":77,"quality":78,"actionability":58,"composite":6655,"reasoning":6778},"Category: Business & SaaS. The article discusses how Cloudflare's adoption of AI has led to significant productivity gains and workforce reductions, which directly relates to business strategy and the impact of AI on staffing. However, while it provides insights into the company's operational changes, it lacks specific actionable steps for readers looking to implement similar strategies.","\u002Fsummaries\u002Fcada76869480e939-cloudflare-lays-off-1-100-as-ai-yields-100x-produc-summary","2026-05-08 18:33:21","2026-05-09 15:37:17",{"title":6729,"description":57},{"loc":6779},"cada76869480e939","TechCrunch AI","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F05\u002F08\u002Fcloudflare-says-ai-made-1100-jobs-obsolete-even-as-revenue-hit-a-record-high\u002F","summaries\u002Fcada76869480e939-cloudflare-lays-off-1-100-as-ai-yields-100x-produc-summary",[93,94,6723],"Cloudflare cuts 20% of workforce (1,100 jobs) due to AI boosting productivity 2-100x and usage up 600%, despite $640M record revenue (+34% YoY), freeing resources for 'agentic AI era' while planning future hires.",[94,6723],"DJN0PS9hHdvERKv5aEaUaPy76zwzcJ_IF8AbFbNmFT8"]