[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-edabaffd84062cd2-techcrunch-disrupt-2026-navigating-the-new-ai-busi-summary":3,"summaries-facets-categories":120,"summary-related-edabaffd84062cd2-techcrunch-disrupt-2026-navigating-the-new-ai-busi-summary":6968},{"id":4,"title":5,"ai":6,"body":13,"categories":69,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":74,"navigation":101,"path":102,"published_at":103,"question":71,"scraped_at":104,"seo":105,"sitemap":106,"source_id":107,"source_name":108,"source_type":109,"source_url":110,"stem":111,"tags":112,"thumbnail_url":71,"tldr":117,"tweet":71,"unknown_tags":118,"__hash__":119},"summaries\u002Fsummaries\u002Fedabaffd84062cd2-techcrunch-disrupt-2026-navigating-the-new-ai-busi-summary.md","TechCrunch Disrupt 2026: Navigating the New AI Business Reality",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",10660,690,3637,0.0037,{"type":14,"value":15,"toc":62},"minimark",[16,21,25,29,32,55,59],[17,18,20],"h2",{"id":19},"the-shift-from-ai-hype-to-applied-reality","The Shift from AI Hype to Applied Reality",[22,23,24],"p",{},"TechCrunch Disrupt 2026 aims to move beyond initial AI excitement to address the operational and business realities of 2026. The event highlights that AI has fundamentally altered how startups scale, secure data, and sell products. A central theme is the transition from pilot programs to actual enterprise deployment, with a focus on identifying why some organizations succeed while others remain stuck in long-term testing.",[17,26,28],{"id":27},"emerging-disciplines-and-business-models","Emerging Disciplines and Business Models",[22,30,31],{},"As AI models become commoditized, the traditional SaaS playbook is being rewritten. The event explores:",[33,34,35,43,49],"ul",{},[36,37,38,42],"li",{},[39,40,41],"strong",{},"GTM Engineering:"," A new job category that emerged in the last two years, focused on building AI-native go-to-market stacks. This discipline is now essential for companies looking to grow effectively in an AI-first environment.",[36,44,45,48],{},[39,46,47],{},"Pricing and Sustainability:"," Founders are grappling with how to price AI products sustainably when the underlying technology is increasingly accessible and commoditized.",[36,50,51,54],{},[39,52,53],{},"Agentic Security:"," As agentic AI moves into sensitive enterprise systems, traditional security frameworks are proving insufficient. The industry is now forced to rebuild security from the infrastructure level, addressing flaws in application-level permission models and the need for new governance and observability standards.",[17,56,58],{"id":57},"visual-and-physical-reasoning","Visual and Physical Reasoning",[22,60,61],{},"Beyond text-based models, the event highlights the evolution of visual AI. The focus has shifted from simple generation to real-time inference and physical reasoning, marking a move toward genuine intelligence in visual AI applications.",{"title":63,"searchDepth":64,"depth":64,"links":65},"",2,[66,67,68],{"id":19,"depth":64,"text":20},{"id":27,"depth":64,"text":28},{"id":57,"depth":64,"text":58},[70],"Product Strategy",null,"md",false,{"content_references":75,"triage":95},[76,81,83,85,87,89,91,93],{"type":77,"title":78,"publisher":79,"context":80},"tool","Claude","Anthropic","mentioned",{"type":77,"title":82,"context":80},"Databricks",{"type":77,"title":84,"context":80},"Okta",{"type":77,"title":86,"context":80},"Decart",{"type":77,"title":88,"context":80},"Luma AI",{"type":77,"title":90,"context":80},"Glean",{"type":77,"title":92,"context":80},"Monte Carlo",{"type":77,"title":94,"context":80},"Clay",{"relevance":96,"novelty":97,"quality":97,"actionability":98,"composite":99,"reasoning":100},5,4,3,4.15,"Category: Product Strategy. The article discusses the practical challenges of deploying AI in business, particularly the emergence of GTM engineering, which directly addresses the audience's need for actionable insights on product strategy and go-to-market approaches. It provides a fresh perspective on how AI is reshaping traditional business models, although it lacks specific frameworks or step-by-step guidance for implementation.",true,"\u002Fsummaries\u002Fedabaffd84062cd2-techcrunch-disrupt-2026-navigating-the-new-ai-busi-summary","2026-08-27 23:16:45","2026-08-28 03:12:26",{"title":5,"description":63},{"loc":102},"edabaffd84062cd2","TechCrunch — AI","article","https:\u002F\u002Ftechcrunch.com\u002F2026\u002F08\u002F27\u002Fanthropic-and-openai-are-joining-the-ai-stage-at-techcrunch-disrupt-2026\u002F","summaries\u002Fedabaffd84062cd2-techcrunch-disrupt-2026-navigating-the-new-ai-busi-summary",[113,114,115,116],"ai-tools","saas","product-strategy","go-to-market","TechCrunch Disrupt 2026 focuses on the practical challenges of the AI era, including enterprise deployment, agent security, and the emergence of 'GTM engineering' as a critical new 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The new 'Premium' seat is designed for power users—such as developers working on large codebases or marketers building comprehensive campaigns—who require higher throughput than the standard offering.",[22,6987,6988],{},"Key differences between the tiers include:",[33,6990,6991,6997],{},[36,6992,6993,6996],{},[39,6994,6995],{},"Standard Seats:"," Priced at $25\u002Fuser\u002Fmonth (or $20 annually), maintaining the existing service level.",[36,6998,6999,7002],{},[39,7000,7001],{},"Premium Seats:"," Priced at $125\u002Fuser\u002Fmonth (or $100 annually), providing 5x the usage capacity of a standard seat and removing the standard five-hour usage limit.",[22,7004,7005],{},"This model allows workspace administrators to mix and match seat types within a single workspace, preventing the need for fragmented subscriptions or separate administrative overhead while ensuring that high-intensity users do not experience workflow interruptions.",[17,7007,7009],{"id":7008},"managing-usage-and-incentives","Managing Usage and Incentives",[22,7011,7012],{},"To provide further flexibility, businesses can supplement their base seats with shared workspace credits if they hit usage limits. This allows for a centralized, scalable approach to AI consumption.",[22,7014,7015],{},"To encourage adoption, OpenAI is running a limited-time promotion ending August 20, 2026. Eligible workspace owners who sign up early can receive $100 in workspace credits (2,500 credits) for every Premium seat added, capped at $500 for five seats. Selected early sign-ups may also receive priority access to the feature before it reaches general availability.",{"title":63,"searchDepth":64,"depth":64,"links":7017},[7018,7019],{"id":6981,"depth":64,"text":6982},{"id":7008,"depth":64,"text":7009},[131],{"content_references":7022,"triage":7026},[7023],{"type":77,"title":7024,"url":7025,"context":80},"ChatGPT Business","https:\u002F\u002Fopenai.com\u002Findex\u002Fpremium-seats-chatgpt-business",{"relevance":97,"novelty":98,"quality":97,"actionability":98,"composite":7027,"reasoning":7028},3.6,"Category: Business & SaaS. 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It provides specific details about the tiered seat structure and promotional incentives, making it relevant and actionable for organizations considering AI integration.","\u002Fsummaries\u002F2a5c0cad5d8b2f9d-scaling-ai-workflows-with-chatgpt-business-premium-summary","2026-08-11 03:21:41",{"title":6971,"description":63},{"loc":7029},"2a5c0cad5d8b2f9d","OpenAI News","summaries\u002F2a5c0cad5d8b2f9d-scaling-ai-workflows-with-chatgpt-business-premium-summary",[113,114,115],"OpenAI is introducing 'Premium' seats for ChatGPT Business, offering 5x higher usage limits and no five-hour cap for $125\u002Fuser\u002Fmonth to support power users and complex projects.",[],"gvrsiGK-4UWMshBoAEEDYNxpp6qbtl1vBveUpVWxMDU",{"id":7041,"title":7042,"ai":7043,"body":7048,"categories":7068,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":7069,"navigation":101,"path":7081,"published_at":7082,"question":71,"scraped_at":7083,"seo":7084,"sitemap":7085,"source_id":7086,"source_name":7087,"source_type":109,"source_url":7088,"stem":7089,"tags":7090,"thumbnail_url":71,"tldr":7091,"tweet":71,"unknown_tags":7092,"__hash__":7093},"summaries\u002Fsummaries\u002F663c11ac51a232a2-the-economic-and-existential-shift-toward-zero-cos-summary.md","The Economic and Existential Shift Toward Zero-Cost Software",{"provider":7,"model":8,"input_tokens":7044,"output_tokens":7045,"processing_time_ms":7046,"cost_usd":7047},3945,457,3150,0.00167175,{"type":14,"value":7049,"toc":7064},[7050,7054,7057,7061],[17,7051,7053],{"id":7052},"the-collapse-of-software-economics","The Collapse of Software Economics",[22,7055,7056],{},"Dario Amodei, CEO of a major AI firm, posits that the traditional model of software development—where costs are amortized over a large user base—is nearing its end. As AI models become increasingly capable of generating functional code and complex applications, the marginal cost of producing software is trending toward zero. This shift challenges the long-standing economic premise that software is a high-value, labor-intensive asset. If software becomes essentially free to produce, the competitive advantage of companies built solely on proprietary code will evaporate, forcing a pivot toward unique data, specialized workflows, or human-centric value propositions.",[17,7058,7060],{"id":7059},"the-professional-and-existential-implications","The Professional and Existential Implications",[22,7062,7063],{},"This transition is not merely an economic disruption but a potential threat to the careers of software engineers and product builders. The ability to generate software at scale means that the barrier to entry for building complex systems is lowering, potentially leading to a market saturation of AI-generated tools. Amodei’s warning suggests that we are approaching a point where the human role in software creation must evolve from 'builder' to 'architect' or 'curator.' The article highlights that this warning carries significant weight because it originates from a leader who has been instrumental in building the very models driving this change, signaling that the industry is moving faster than current business models can accommodate.",{"title":63,"searchDepth":64,"depth":64,"links":7065},[7066,7067],{"id":7052,"depth":64,"text":7053},{"id":7059,"depth":64,"text":7060},[171],{"content_references":7070,"triage":7078},[7071,7075],{"type":7072,"title":7073,"publisher":7074,"context":80},"event","World Economic Forum","Davos",{"type":7076,"title":7077,"context":80},"other","Wall Street Journal",{"relevance":97,"novelty":98,"quality":97,"actionability":64,"composite":7079,"reasoning":7080},3.4,"Category: Business & SaaS. The article discusses the economic implications of AI on software development, which is relevant to product strategy and business models. However, while it presents a thought-provoking perspective, it lacks specific actionable insights for builders on how to adapt to these changes.","\u002Fsummaries\u002F663c11ac51a232a2-the-economic-and-existential-shift-toward-zero-cos-summary","2026-05-19 14:31:58","2026-05-19 15:00:56",{"title":7042,"description":63},{"loc":7081},"663c11ac51a232a2","Python in Plain English","https:\u002F\u002Fpython.plainenglish.io\u002Fthe-man-who-built-the-future-is-warning-you-about-it-c7aaf7deecc6?source=rss----78073def27b8---4","summaries\u002F663c11ac51a232a2-the-economic-and-existential-shift-toward-zero-cos-summary",[113,114,115],"Dario Amodei warns that AI is driving the cost of software toward zero, threatening traditional career paths and necessitating a fundamental rethink of economic value in an AI-native world.",[],"IVjfmKUMwpZNMnrphZZu46wkYvRZnlBZUp9ukLLH-_0",{"id":7095,"title":7096,"ai":7097,"body":7102,"categories":7192,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":7193,"navigation":101,"path":7204,"published_at":7205,"question":71,"scraped_at":7206,"seo":7207,"sitemap":7208,"source_id":7209,"source_name":7210,"source_type":7211,"source_url":7212,"stem":7213,"tags":7214,"thumbnail_url":7216,"tldr":7217,"tweet":7218,"unknown_tags":7219,"__hash__":7220},"summaries\u002Fsummaries\u002F24591c33f60e3c6b-treating-go-to-market-as-an-ai-engineering-problem-summary.md","Treating Go-To-Market as an AI Engineering Problem",{"provider":7,"model":8,"input_tokens":7098,"output_tokens":7099,"processing_time_ms":7100,"cost_usd":7101},7880,800,4380,0.00317,{"type":14,"value":7103,"toc":7186},[7104,7108,7111,7115,7118,7132,7135,7139,7142,7156,7160],[17,7105,7107],{"id":7106},"gtm-as-a-data-problem","GTM as a Data Problem",[22,7109,7110],{},"Jeffrey Wang argues that the traditional debate between \"product-led\" and \"distribution-led\" growth is a false dichotomy; both are essential. For modern companies, GTM should be treated as an AI engineering problem. The core challenge is that GTM teams lack a live, actionable model of their world. To solve this, Exa built a system that integrates internal data (product usage, customer interactions) with external data (web-wide intelligence) to create a unified, queryable model.",[17,7112,7114],{"id":7113},"core-systems-and-interfaces","Core Systems and Interfaces",[22,7116,7117],{},"Exa utilizes two primary interfaces to manage this data:",[33,7119,7120,7126],{},[36,7121,7122,7125],{},[39,7123,7124],{},"ICP Dashboard:"," A semantic classification tool built on Exa’s embeddings that maps the entire Total Addressable Market (TAM). It provides deep-dive metadata and anticipated spend for every company in their target segments.",[36,7127,7128,7131],{},[39,7129,7130],{},"Request Lens:"," An alerting system that monitors significant customer events (e.g., signups, usage spikes, churn signals), allowing the team to act on real-time data rather than static lists.",[22,7133,7134],{},"Beyond these, the company employs a dozen specialized agents within Slack. These agents allow team members to perform complex research, generate demos, and draft communications by querying internal data sources directly.",[17,7136,7138],{"id":7137},"the-jeffbot-experiment","The \"Jeffbot\" Experiment",[22,7140,7141],{},"Wang developed \"Jeffbot,\" an AI clone trained on 760 of his own emails and hundreds of past decisions.",[33,7143,7144,7150],{},[36,7145,7146,7149],{},[39,7147,7148],{},"Calibration:"," He used past decisions to create evals, calibrating the agent’s judgment to match his own.",[36,7151,7152,7155],{},[39,7153,7154],{},"Constraints:"," While the agent has read\u002Fwrite access to his systems, it is restricted when used by others. When employees use Jeffbot, it is limited to drafting messages and lacks the full administrative permissions granted to Wang himself.",[17,7157,7159],{"id":7158},"principles-for-agent-first-organizations","Principles for Agent-First Organizations",[33,7161,7162,7168,7174,7180],{},[36,7163,7164,7167],{},[39,7165,7166],{},"API-First Architecture:"," Agents are only as effective as their access to data. If internal systems lack programmatic interfaces (APIs\u002FMCP), agents cannot function.",[36,7169,7170,7173],{},[39,7171,7172],{},"Hybrid UI Strategy:"," Not everything should be a chatbot. While LLMs can generate dynamic UIs, there is significant value in consistent, crystallized UIs that users can learn and master over time.",[36,7175,7176,7179],{},[39,7177,7178],{},"Arbitrary Customizability:"," The \"build vs. buy\" debate is outdated. The priority is whether a system—whether purchased SaaS or custom-built—is arbitrarily customizable. Using tools like Salesforce is effective only if they expose APIs that allow agents to interact with the data programmatically.",[36,7181,7182,7185],{},[39,7183,7184],{},"The Forward-Deployed Engineer (FDE):"," Wang notes that AI has collapsed the gap between sales engineering and software engineering. An FDE can support revenue generation while simultaneously building the internal tools required to automate and smooth out the GTM process.",{"title":63,"searchDepth":64,"depth":64,"links":7187},[7188,7189,7190,7191],{"id":7106,"depth":64,"text":7107},{"id":7113,"depth":64,"text":7114},{"id":7137,"depth":64,"text":7138},{"id":7158,"depth":64,"text":7159},[70],{"content_references":7194,"triage":7201},[7195,7198],{"type":77,"title":7196,"url":7197,"context":80},"Exa","https:\u002F\u002Fexa.ai\u002F",{"type":77,"title":7199,"url":7200,"context":80},"Salesforce","https:\u002F\u002Fwww.salesforce.com\u002F",{"relevance":96,"novelty":97,"quality":97,"actionability":97,"composite":7202,"reasoning":7203},4.35,"Category: Product Strategy. The article presents a novel perspective on treating go-to-market strategies as an AI engineering problem, which directly addresses the audience's need for integrating AI into product strategies. It provides actionable insights on building a live model of the market and using custom agents, which can be implemented by product-minded builders.","\u002Fsummaries\u002F24591c33f60e3c6b-treating-go-to-market-as-an-ai-engineering-problem-summary","2026-08-26 16:00:26","2026-08-27 03:11:50",{"title":7096,"description":63},{"loc":7204},"24591c33f60e3c6b","AI Engineer","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=6pbQgnJ9Voc","summaries\u002F24591c33f60e3c6b-treating-go-to-market-as-an-ai-engineering-problem-summary",[113,7215,114,115],"agents","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002F6pbQgnJ9Voc\u002Fhqdefault.jpg","Go-to-market (GTM) is fundamentally a data problem. By building a live model of your market and empowering teams with custom agents and programmatic APIs, you can scale GTM operations with a lean, highly productive team.","This talk outlines how to treat go-to-market (GTM) as an AI engineering problem by building internal data systems that agents can query. The speaker demonstrates how they use their own search tool, [Exa](https:\u002F\u002Fexa.ai), to classify market segments, trigger alerts on customer behavior, and power a suite of Slack-based agents that automate internal workflows.",[],"cuK0Hwpst8VPltBZD0r3xE8tuj2njUjBcl4Q_7_SLo0",{"id":7222,"title":7223,"ai":7224,"body":7229,"categories":7305,"created_at":71,"date_modified":71,"description":63,"extension":72,"faq":71,"featured":73,"kicker_label":71,"meta":7306,"navigation":101,"path":7317,"published_at":7318,"question":71,"scraped_at":7319,"seo":7320,"sitemap":7321,"source_id":7322,"source_name":7210,"source_type":7211,"source_url":7323,"stem":7324,"tags":7325,"thumbnail_url":7327,"tldr":7328,"tweet":7329,"unknown_tags":7330,"__hash__":7331},"summaries\u002Fsummaries\u002Fa7cb8b78a0f97d92-reverse-engineering-the-ai-buyer-a-go-to-market-pl-summary.md","Reverse-Engineering the AI Buyer: A Go-to-Market Playbook",{"provider":7,"model":8,"input_tokens":7225,"output_tokens":7226,"processing_time_ms":7227,"cost_usd":7228},8598,733,3725,0.003249,{"type":14,"value":7230,"toc":7299},[7231,7235,7238,7242,7245,7265,7269,7272,7292,7296],[17,7232,7234],{"id":7233},"build-the-machine-before-the-team","Build the Machine Before the Team",[22,7236,7237],{},"Traditional sales playbooks often prioritize hiring large teams—SDRs, BDRs, and sales engineers—before identifying where the actual bottlenecks in the funnel exist. For modern AI products, this is backwards. Founders should focus on automating the go-to-market (GTM) motion first. Use software to handle lead qualification, outbound sequencing, and security documentation. Only add humans once you have identified specific, high-friction bottlenecks that automation cannot resolve.",[17,7239,7241],{"id":7240},"the-self-serve-first-mandate","The Self-Serve First Mandate",[22,7243,7244],{},"Launching an enterprise-heavy product before a self-serve motion is a common, costly mistake. At OpenAI, launching enterprise features first created a high-friction, expensive sales process that was later cannibalized by a more agile, self-serve model.",[33,7246,7247,7253,7259],{},[36,7248,7249,7252],{},[39,7250,7251],{},"Launch Self-Serve First:"," It provides the fastest feedback loop and allows you to identify what features are actually missing for enterprise users.",[36,7254,7255,7258],{},[39,7256,7257],{},"Avoid Homework:"," Never force a buyer to perform tasks (like manual data integration or complex form filling) to see value. If you send a buyer away to \"do homework,\" you lose control of the sales cycle.",[36,7260,7261,7264],{},[39,7262,7263],{},"Pricing Strategy:"," Avoid high base fees early on. A low base fee combined with usage-based pricing lowers the barrier to entry, allowing the product to spread virally within an organization before scaling to enterprise-wide contracts.",[17,7266,7268],{"id":7267},"navigating-the-enterprise-sales-trap","Navigating the Enterprise Sales Trap",[22,7270,7271],{},"Enterprise deals are often where startups lose momentum. To maintain control, avoid \"pilot hell\"—the trap of running free, resource-intensive trials that rarely convert.",[33,7273,7274,7280,7286],{},[36,7275,7276,7279],{},[39,7277,7278],{},"Replace Pilots with Alternatives:"," Instead of full pilots, offer reference calls, evaluations on a limited slice of data, or 90-day opt-out clauses that place the burden of validation on the customer.",[36,7281,7282,7285],{},[39,7283,7284],{},"Automate Security:"," Security questionnaires and trust portals are where deals die. Use AI tools to autofill questionnaires and provide self-serve access to security documentation to keep the cycle moving.",[36,7287,7288,7291],{},[39,7289,7290],{},"Strategic Hiring:"," When you finally hire salespeople, prioritize \"AI-native\" talent who understand the technology. For the first few hires, equity-motivated builders are more effective than commission-focused enterprise sellers. Reserve the latter for when the product is mature and the sales process is repeatable.",[17,7293,7295],{"id":7294},"design-partners-and-scaling","Design Partners and Scaling",[22,7297,7298],{},"For your first 10 customers, focus on \"design partners\" rather than mass-market sales. Select partners with strong brand recognition who are willing to use your product on internal, non-production workflows. This allows you to bypass some security hurdles while gaining the credibility needed to land larger, production-grade contracts later.",{"title":63,"searchDepth":64,"depth":64,"links":7300},[7301,7302,7303,7304],{"id":7233,"depth":64,"text":7234},{"id":7240,"depth":64,"text":7241},{"id":7267,"depth":64,"text":7268},{"id":7294,"depth":64,"text":7295},[70],{"content_references":7307,"triage":7314},[7308,7311],{"type":77,"title":94,"url":7309,"context":7310},"https:\u002F\u002Fwww.clay.com\u002F","recommended",{"type":77,"title":7312,"url":7313,"context":80},"Nooks","https:\u002F\u002Fwww.nooks.com\u002F",{"relevance":96,"novelty":97,"quality":97,"actionability":96,"composite":7315,"reasoning":7316},4.55,"Category: Business & SaaS. The article provides a detailed go-to-market strategy specifically tailored for AI products, addressing the pain point of balancing automation with human sales efforts. It offers actionable insights like prioritizing self-serve models and automating lead qualification, which are directly applicable to founders and product builders.","\u002Fsummaries\u002Fa7cb8b78a0f97d92-reverse-engineering-the-ai-buyer-a-go-to-market-pl-summary","2026-08-26 13:00:06","2026-08-27 03:12:16",{"title":7223,"description":63},{"loc":7317},"a7cb8b78a0f97d92","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=wdTRsfw0KG0","summaries\u002Fa7cb8b78a0f97d92-reverse-engineering-the-ai-buyer-a-go-to-market-pl-summary",[114,113,7326,115],"growth","https:\u002F\u002Fi.ytimg.com\u002Fvi\u002FwdTRsfw0KG0\u002Fhqdefault.jpg","Stop building sales teams before you build the machine. Automate your funnel, prioritize self-serve motions to find product-market fit, and reserve human-led sales for high-value enterprise deals.","This is a tactical post-mortem from a former OpenAI executive on why building a \"machine\" (automated self-serve) before hiring a sales team is the superior go-to-market strategy. The speaker explains how to avoid \"pilot hell,\" manage inbound volume using tools like [Clay](https:\u002F\u002Fwww.clay.com), and why you should never give buyers homework that stalls the deal cycle.",[],"XkB7c0hUAa4bg1NvMjGybT3n84S-jkPYdkZ5OVuTpsI"]