Welcome to M5BMachine 5-Minute Briefing

Daily AI Recap: Feb 19, 2026 Welcome to today's curated briefing of the most important AI developments. 🗞️ Top Stories - Study: AI chatbots provide less-accurate information to vulnerable usershttps://news.mit.edu/2026/study-ai-chatbots-provide-less-accurate-information-vulnerable-users-0219: Research from the MIT Center for Constructive Communication finds leading AI models perform worse for users with lower English proficiency, less formal education, and non-US origins.... - Why these startup CEOs don’t think AI will replace human roleshttps://techcrunch.com/2026/02/19/web-summit-qatar-read-ai-lucidya-notetakers-customer-support/: The CEOs of Read AI and Lucidya told TechCrunch at Web Summit Qatar that they see AI tools replacing tasks, rather than workers.... - YouTube’s latest experiment brings its conversational AI tool to TVshttps://techcrunch.com/2026/02/19/youtubes-latest-experiment-brings-its-conversational-ai-tool-to-tvs/: YouTube is testing conversational AI on smart TVs, allowing viewers to ask the assistant questions related to the video they're watching on the big screen.... - Beyond Automation: How AI Becomes Your Small Business’s First “Digital Employee”https://aiquantumintelligence.com/beyond-automation-how-ai-becomes-your-small-businesss-first-digital-employee: Explore how AI is becoming the first “digital employee” for small businesses—handling operations, finance, sales, marketing, and support with adaptive intelligence that scales effortlessly.... - Understanding the Chi-Square Test Beyond the Formulahttps://towardsdatascience.com/understanding-the-chi-square-test-beyond-the-formula/: How categorical data becomes statistical evidence. The post Understanding the Chi-Square Test Beyond the Formula appeared first on Towards Data Science.... - How to Use Memory in Agent Builderhttps://blog.langchain.com/how-to-use-memory-in-agent-builder/: By Jacob TalbotAgent Builder gets better the more you use it because it remembers your feedback. Every correction you make, preference you share, and approach that works well is something that your ag... - 77% Americans Embrace AI With Calls for Safeguardshttps://ai-techpark.com/77-americans-embrace-ai-with-calls-for-safeguards/: New national survey highlights rising adoption, cautious trust, and strong demand for oversight as AI enters behavioral healthcare A new national survey released today by Qualifacts, the leading behav... - Reddit is testing a new AI search feature for shoppinghttps://techcrunch.com/2026/02/19/reddit-is-testing-a-new-ai-search-feature-for-shopping/: A small group of users in the U.S. will start to see search results that include interactive product carousels with pricing, images, and direct where-to-buy links.... - Study: Automotive Ransomware Attacks More Than Double in 2025https://ai-techpark.com/study-automotive-ransomware-attacks-more-than-double-in-2025/: Upstream’s report finds that the rapid adoption of Physical AI, with autonomous vehicles among the first production-ready systems in real-world operation, is expanding attack surfaces and accelerating... - Survey: 69% of IT Leaders Fear Data Breacheshttps://ai-techpark.com/survey-69-of-it-leaders-fear-data-breaches/: Rocket Software’s New Report Highlights Rising Pressure on Enterprise IT Organizations Rocket Software, a global technology leader in modernization, today released new research on the growing challeng... - A new study explores how AI shapes what you can trust onlinehttps://news.microsoft.com/signal/articles/a-new-study-explores-how-ai-shapes-what-you-can-trust-online/: The post A new study explores how AI shapes what you can trust online appeared first on Source.... - Media Authenticity Methods in Practice: Capabilities, Limitations, and Directionshttps://www.microsoft.com/en-us/research/blog/media-authenticity-methods-in-practice-capabilities-limitations-and-directions/: As synthetic media grows, verifying what’s real, and the origin of content, matters more than ever. Our latest report explores media integrity and authentication methods, their limits, and practical p... - 「データ不足」の壁を越える：合成ペルソナが日本のAI開発を加速https://huggingface.co/blog/nvidia/nemotron-personas-japan-nttdata-ja: ... - From Scarcity to Scale: How Synthetic Personas Can Bootstrap Japanese AI Developmenthttps://huggingface.co/blog/nvidia/nemotron-personas-japan-nttdata: ... - OpenAI, Reliance partner to add AI search to JioHotstarhttps://techcrunch.com/2026/02/19/openai-reliance-partner-to-add-ai-search-to-jiohotstar/: The rollout includes two-way integration that surfaces streaming links directly inside ChatGPT.... - All About the Games: Play Over 4,500 Titles With GeForce NOWhttps://blogs.nvidia.com/blog/geforce-now-thursday-battlefield-season-2/: The GeForce NOW anniversary celebration keeps on rolling, and this week is all about the games that make it possible. With more than 4,500 titles supported in the cloud — plus 12 new games this week —... - Altman and Amodei share a moment of awkwardness at India’s big AI summithttps://techcrunch.com/2026/02/19/altman-and-amodei-share-a-moment-of-awkwardness-at-indias-big-ai-summit/: When Prime Minister Narendra Modi prompted speakers at the event to join hands and raise them in a show of unity, all executives on stage obliged, except OpenAI's Sam Altman and Anthropic's Dario Amod... - AI News Weekly - Issue 466: Everything Elon & AI special edition - Feb 19th 2026https://aiweekly.co/issues/466: In the News The "Muskonomy" 2026: From Earthly Chaos to Orbital Overlords Intro: Buckle Up, Earthlings Welcome to February 2026, where the "Final Frontier" is starting to look ... - Freeform raises $67M Series B to scale up laser AI manufacturinghttps://techcrunch.com/2026/02/19/freeform-raises-67m-series-b-to-scale-up-laser-ai-manufacturing/: “I think we're the only quote-unquote manufacturing company out there that has H200 clusters in a data center on site."... - Explainable AI XAI vs. Traditional AI: What You Need to Knowhttps://ai-techpark.com/xai-vs-traditional-ai-executive-framework/: Explainable AI XAI vs. Traditional AI: Which is right for you? Learn how to balance performance and compliance in the 2026 enterprise AI landscape. In 2026, the artificial intelligence environment h... - AI in Multiple GPUs: How GPUs Communicatehttps://towardsdatascience.com/how-gpus-communicate/: A deep dive into the hardware infrastructure that enables multi-GPU communication for AI workloads The post AI in Multiple GPUs: How GPUs Communicate appeared first on Towards Data Science.... - Top 10 Made-in-India AI Products Shown at AI Impact Expo 2026https://www.analyticsvidhya.com/blog/2026/02/top-made-in-india-ai-products-at-ai-impact-expo/: When it comes to new-age technology, India has historically been at the forefront of several eras seen by human civilisation. Following suit, the nation is now stepping up in the age of Artificial Int... - Advancing independent research on AI alignmenthttps://openai.com/index/advancing-independent-research-ai-alignment: OpenAI commits $7.5M to The Alignment Project to fund independent AI alignment research, strengthening global efforts to address AGI safety and security risks.... - Gurobi Appoints Dr. Pascal Van Hentenryck to Lead AI Innovation Labhttps://ai-techpark.com/gurobi-appoints-dr-pascal-van-hentenryck-to-lead-ai-innovation-lab/: Renowned optimization and AI technologies leader to advance hybrid approaches for demanding decision challenges. Gurobi Optimization, LLC, the leader in decision intelligence technology, is pleased to... - OncoHost Publishes Landmark JPBA Proteomics Studyhttps://ai-techpark.com/oncohost-publishes-landmark-jpba-proteomics-study/: OncoHost, a technology company transforming precision oncology through proteomics and AI, today announced the publication of a new study in the Journal of Pharmaceutical and Biomedical Analysis JPBA... - Selector Raises $32 Mn to Eliminate Downtime with AI-Powered Observabilityhttps://ai-techpark.com/selector-raises-32-mn-to-eliminate-downtime-with-ai-powered-observability/: Valuation doubles and annual recurring revenue grows nearly four times, driven by Fortune 1000 adoption Selector, a leader in AI-driven observability and network intelligence, today announced a $32 mi... - Hyro, WebMD Ignite Partner on Guided Care Journeyshttps://ai-techpark.com/hyro-webmd-ignite-partner-on-guided-care-journeys/: Partnership brings clinically validated content and decision logic together with AI agents to move patients from questions to action, driving smarter triage, guided navigation and faster access to car... - OpenAI taps Tata for 100MW AI data center capacity in India, eyes 1GWhttps://techcrunch.com/2026/02/18/openai-taps-tata-for-100mw-ai-data-center-capacity-in-india-eyes-1gw/: OpenAI also plans to expand its presence in India with new offices in Mumbai and Bengaluru later this year.... - Towards Efficient Constraint Handling in Neural Solvers for Routing Problemshttps://arxiv.org/abs/2602.16012: arXiv:2602.16012v1 Announce Type: new Abstract: Neural solvers have achieved impressive progress in addressing simple routing problems, particularly excelling in computational efficiency. However, th... - Parking-aware navigation system could prevent frustration and emissionshttps://news.mit.edu/2026/parking-aware-navigation-could-prevent-frustration-and-emissions-0219: By minimizing the need to drive around looking for a parking spot, this technique can save drivers up to 35 minutes — and give them a realistic estimate of total travel time.... - “No technology has me dreaming bigger than AI”https://blog.google/company-news/inside-google/message-ceo/sundar-pichai-ai-impact-summit-2026/: a stylized design resembling the Ashoka Chakra with colorful network lines and text reading "भारत 2026 INDIA." A vertical line separates it from the Google logo on the right, all set against a light b... - OpenAI deepens India push with Pine Labs fintech partnershiphttps://techcrunch.com/2026/02/18/openai-deepens-india-push-with-pine-labs-fintech-partnership/: OpenAI moves beyond ChatGPT in India with a Pine Labs deal targeting enterprise payments and AI-driven commerce.... - The Hidden ROI of AI: How Small Businesses Can Automate the Work They Shouldn’t Be Doing Anymorehttps://aiquantumintelligence.com/the-hidden-roi-of-ai-how-small-businesses-can-automate-the-work-they-shouldnt-be-doing-anymore: Discover how small businesses can unlock real ROI with AI-driven productivity, automation, and digital transformation—without enterprise budgets or complexity.... - Picora AI Video App Review: Subscription Costs and Core Capabilitieshttps://aiquantumintelligence.com/picora-ai-video-app-review-subscription-costs-and-core-capabilities: Picora AI Video Generator works as an AI mobile editor that brings desktop-style video functions to a phone interface. Users can cut and join footage, overlay music and text, stack layers, and apply c... - Nemora AI Image Generator Review: Pricing Structure and Key Featureshttps://aiquantumintelligence.com/nemora-ai-image-generator-review-pricing-structure-and-key-features: Nemora Image Generator supports a personalized model of AI image creation, moving away from conventional design structures. The platform centers on privacy and creative authority, allowing adult image... - MyLovely AI Chat: Detailed user guidehttps://aiquantumintelligence.com/mylovely-ai-chat-detailed-user-guide: At its core, MyLovely AI offers is a service where you can build and talk to AI girlfriends that match your deepest desires and innermost feelings. And it doesn’t just sugarcoat the way other AI chatt... - Saal.ai and Nutanix Introduce SovereignGPT at Abu Dhabi Launch Eventhttps://aiquantumintelligence.com/saalai-and-nutanix-introduce-sovereigngpt-at-abu-dhabi-launch-event: At an exclusive gathering held at The Ritz-Carlton Abu Dhabi, Grand Canal, in the presence of senior government representatives and private sector leaders, Saal.ai, a prominent UAE leader in AI cognit... - Abu Dhabi School of Management and Saal.ai partner up to strengthen AI-enabled leadershiphttps://aiquantumintelligence.com/abu-dhabi-school-of-management-and-saalai-partner-up-to-strengthen-ai-enabled-leadership: Abu Dhabi School of Management ADSM and Saal.ai, a UAE-based pioneer in artificial intelligence and big data, have entered a strategic collaboration to accelerate the adoption of AI-driven decision ... - Tutorial Building a Visual Document Retrieval Pipeline with ColPali and Late Interaction Scoringhttps://www.marktechpost.com/2026/02/18/tutorial-building-a-visual-document-retrieval-pipeline-with-colpali-and-late-interaction-scoring/: In this tutorial, we build an end-to-end visual document retrieval pipeline using ColPali. We focus on making the setup robust by resolving common dependency conflicts and ensuring the environment sta... - AI Challenges Core Assumptions in Educationhttps://hai.stanford.edu/news/ai-challenges-core-assumptions-in-education: We need to rethink student assessment, AI literacy, and technology’s usefulness, according to experts at the recent AI+Education Summit.... 🛠️ Featured Tools - ADX, Saal.ai collaborate to design innovative platform for market data disseminationhttps://aiquantumintelligence.com/adx-saalai-collaborate-to-design-innovative-platform-for-market-data-dissemination: The Abu Dhabi Securities Exchange ADX and Saal.ai announced a strategic collaboration under which Saal.ai has been engaged to support the design and... - Saal Exhibited at IDC CIO Excellence Awardshttps://aiquantumintelligence.com/saal-exhibited-at-idc-cio-excellence-awards: Saal was pleased to exhibit at the IDC Excellence Awards Symposium, which brought together 170 industry leaders.The event spotlighted key themes shapi... - A Koopman-Bayesian Framework for High-Fidelity, Perceptually Optimized Haptic Surgical Simulationhttps://arxiv.org/abs/2602.15834: arXiv:2602.15834v1 Announce Type: new Abstract: We introduce a unified framework that combines nonlinear dynamics, perceptual psychophysics and high ... - Memes-as-Replies: Can Models Select Humorous Manga Panel Responses?https://arxiv.org/abs/2602.15842: arXiv:2602.15842v1 Announce Type: new Abstract: Memes are a popular element of modern web communication, used not only as static artifacts but also a... - Kalman-Inspired Runtime Stability and Recovery in Hybrid Reasoning Systemshttps://arxiv.org/abs/2602.15855: arXiv:2602.15855v1 Announce Type: new Abstract: Hybrid reasoning systems that combine learned components with model-based inference are increasingly ... - Genetic Generalized Additive Modelshttps://arxiv.org/abs/2602.15877: arXiv:2602.15877v1 Announce Type: new Abstract: Generalized Additive Models GAMs balance predictive accuracy and interpretability, but manually con... - IT-OSE: Exploring Optimal Sample Size for Industrial Data Augmentationhttps://arxiv.org/abs/2602.15878: arXiv:2602.15878v1 Announce Type: new Abstract: In industrial scenarios, data augmentation is an effective approach to improve model performance. How... - Optimization Instability in Autonomous Agentic Workflows for Clinical Symptom Detectionhttps://arxiv.org/abs/2602.16037: arXiv:2602.16037v1 Announce Type: new Abstract: Autonomous agentic workflows that iteratively refine their own behavior hold considerable promise, ye... - How Uncertain Is the Grade? A Benchmark of Uncertainty Metrics for LLM-Based Automatic Assessmenthttps://arxiv.org/abs/2602.16039: arXiv:2602.16039v1 Announce Type: new Abstract: The rapid rise of large language models LLMs is reshaping the landscape of automatic assessment in ... - Evidence-Grounded Subspecialty Reasoning: Evaluating a Curated Clinical Intelligence Layer on the 2025 Endocrinology Board-Style Examinationhttps://arxiv.org/abs/2602.16050: arXiv:2602.16050v1 Announce Type: new Abstract: Background: Large language models have demonstrated strong performance on general medical examination... - Improving Interactive In-Context Learning from Natural Language Feedbackhttps://arxiv.org/abs/2602.16066: arXiv:2602.16066v1 Announce Type: new Abstract: Adapting one's thought process based on corrective feedback is an essential ability in human learning... - Zyphra Releases ZUNA: A 380M-Parameter BCI Foundation Model for EEG Data, Advancing Noninvasive Thought-to-Text Developmenthttps://www.marktechpost.com/2026/02/18/zyphra-releases-zuna-a-380m-parameter-bci-foundation-model-for-eeg-data-advancing-noninvasive-thought-to-text-development/: Brain-computer interfaces BCIs are finally having their ‘foundation model’ moment. Zyphra, a research lab focused on large-scale models, recently re... - Backblaze Unveils Flamethrower Startup Programhttps://ai-techpark.com/backblaze-unveils-flamethrower-startup-program/: New program delivers predictable cloud storage, meaningful credits, and hands-on human support for early-stage teams Backblaze, Inc. Nasdaq: BLZE, t... - F5, Scality Deepen Partnership for AI Workloadshttps://ai-techpark.com/f5-scality-deepen-partnership-for-ai-workloads/: Joint solution combines F5’s Application Delivery and Security Platform with Scality’s S3-compatible scale-out object storage to accelerate AI and dat... - Cycore Launches New AI Governance Serviceshttps://ai-techpark.com/cycore-launches-new-ai-governance-services/: Cycore is one of the first security firms to fully support AI-first frameworks ISO 42001, NIST AI RMF, and the EU AI Act. Cycore, the AI-powered cyber... - Manifest Appoints Greg Armor as CRO to Scale Global Go-to-Markethttps://ai-techpark.com/manifest-appoints-greg-armor-as-cro-to-scale-global-go-to-market/: Armor to drive organizational strategy as Manifest expands adoption across commercial and public sector segments. Manifest, the leading platform for s... - CircleCI Publishes 2026 State of Software Deliveryhttps://ai-techpark.com/circleci-publishes-2026-state-of-software-delivery/: Validation at scale becomes a key factor for top teams that more than double throughput year-over-year CircleCI, the leading software delivery platfor... - Clario Leads Responsible AI with ISO 42001, audited by Schellmanhttps://ai-techpark.com/clario-leads-responsible-ai-with-iso-42001-audited-by-schellman/: Clario, a leading provider of endpoint data solutions to the clinical trials industry, today announced that its artificial intelligence AI managemen... - What Developers Actually Need to Know Right Nowhttps://www.oreilly.com/radar/what-developers-actually-need-to-know-right-now/: Addy Osmani is one of my favorite people to talk with about the state of software engineering with AI. He spent 14 years leading Chrome’s developer ex... - Reliance unveils $110B AI investment plan as India ramps up tech ambitionshttps://techcrunch.com/2026/02/19/reliance-unveils-110b-ai-investment-plan-as-india-ramps-up-tech-ambitions/: Reliance has begun building multi-gigawatt AI data centers in Jamnagar, with more than 120 MW of capacity expected to come online in 2026.... - Packaging Expertise: How Claude Skills Turn Judgment Into Artifactshttps://www.oreilly.com/radar/packaging-expertise-how-claude-skills-turn-judgment-into-artifacts/: Think about what happens when you onboard a new employee. First, you provision them tools. Email access. Slack. CRM. Office software. Project manageme... - Building a Simple MCP Server in Pythonhttps://machinelearningmastery.com/building-a-simple-mcp-server-in-python/: Have you ever tried connecting a language model to your own data or tools? If so, you know it often means writing custom integrations, managing API sc... - 5 Lightweight and Secure OpenClaw Alternatives to Try Right Nowhttps://www.kdnuggets.com/5-lightweight-and-secure-openclaw-alternatives-to-try-right-now: Want a smaller, faster, more secure agent stack than OpenClaw?... - For open-source programs, AI coding tools are a mixed blessinghttps://techcrunch.com/2026/02/19/for-open-source-programs-ai-coding-tools-are-a-mixed-blessing/: AI coding tools have enabled a flood of bad code that threatens to overwhelm many projects. Building new features is easier but maintaining them is ju... - AlpamayoR1: Large Causal Reasoning Models for Autonomous Drivinghttps://towardsdatascience.com/alpamayor1-large-causal-reasoning-models-for-autonomous-driving/: All you need to know about Chain of Causation reasoning and the current state of Autonomous Driving! The post AlpamayoR1: Large Causal Reasoning Model... - Co-founders behind Reface and Prisma join hands to improve on-device model inference with Miraihttps://techcrunch.com/2026/02/19/co-founders-behind-reface-and-prisma-join-hands-to-improve-on-device-model-inference-with-mirai/: Mirai raised a $10 million seed to improve how AI models run on devices like smartphones and laptops.... - DBMS Data Models Explained: Types, Abstraction Levels, and SQL Exampleshttps://www.analyticsvidhya.com/blog/2026/02/dbms-data-models-explained/: Modern applications rely on structured storage systems that can scale, stay reliable, and keep data consistent. At the heart of all of it sits the dat... - Survey Reveals AI Advances in Telecom: Networks and Automation in Driver’s Seat as Return on Investment Climbshttps://blogs.nvidia.com/blog/ai-in-telco-survey-2026/: AI is accelerating the telecommunications industry’s transformation, becoming the backbone of autonomous networks and AI-native wireless infrastructur... - Building Production-Ready AI Agents with Agent Development Kithttps://www.kdnuggets.com/building-production-ready-ai-agents-with-agent-development-kit: ADK from Google addresses a critical gap in the agentic AI ecosystem by providing a framework that simplifies the construction and deployment of multi... - Gemini 3.1 Pro: A smarter model for your most complex taskshttps://deepmind.google/blog/gemini-3-1-pro-a-smarter-model-for-your-most-complex-tasks/: 3.1 Pro is designed for tasks where a simple answer isn’t enough.... - Microsoft has a new plan to prove what’s real and what’s AI onlinehttps://www.technologyreview.com/2026/02/19/1133360/microsoft-has-a-new-plan-to-prove-whats-real-and-whats-ai-online/: AI-enabled deception now permeates our online lives. There are the high-profile cases you may easily spot, like when White House officials recently sh... - Reload wants to give your AI agents a shared memoryhttps://techcrunch.com/2026/02/19/reload-an-ai-employee-agent-management-platform-raises-2-275m-and-launches-an-ai-employee/: Reload announces a $2.275 million raise in a round led by Anthemis and the launch of its first AI employee, Epic.... - FastMCP: The Pythonic Way to Build MCP Servers and Clientshttps://www.kdnuggets.com/fastmcp-the-pythonic-way-to-build-mcp-servers-and-clients: Learn how to build MCP servers and clients using FastMCP, which is comprehensive, complete with error handling, best practices, and deployment strateg... - 247 Labs Achieves Dual ISO 9001 and ISO 27001 Certificationshttps://ai-techpark.com/247-labs-achieves-dual-iso-9001-and-iso-27001-certifications/: 247 Labs, a premier Canadian custom software and AI development firm, today announced its successful achievement of both ISO 9001:2015 and ISO/IEC 270... - ThoughtSpot announced the launch of the next generation of Analyst Studiohttps://ai-techpark.com/thoughtspot-announced-the-launch-of-the-next-generation-of-analyst-studio/: New Analyst Studio capabilities—including SpotCache and agent-augmented data modeling—transform how data teams profile, mash up, and secure data for t... - Exposing biases, moods, personalities, and abstract concepts hidden in large language modelshttps://news.mit.edu/2026/exposing-biases-moods-personalities-hidden-large-language-models-0219: A new method developed at MIT could root out vulnerabilities and improve LLM safety and performance.... - A Coding Implementation to Build Bulletproof Agentic Workflows with PydanticAI Using Strict Schemas, Tool Injection, and Model-Agnostic Executionhttps://www.marktechpost.com/2026/02/19/a-coding-implementation-to-build-bulletproof-agentic-workflows-with-pydanticai-using-strict-schemas-tool-injection-and-model-agnostic-execution/: In this tutorial, we build a production-ready agentic workflow that prioritizes reliability over best-effort generation by enforcing strict, typed out... - The Missing Curriculum: Essential Concepts For Data Scientists in the Age of AI Coding Agentshttps://towardsdatascience.com/the-missing-curriculum-essential-concepts-for-data-scientists-in-the-age-of-ai-coding-agents/: AI can write the code, but you have to steer the ship. Master the knowledge to keep you relevant in the age of AI. The post The Missing Curriculum: Es... - Luma Health Advances Operational AI Across Health System Workflowshttps://ai-techpark.com/luma-health-advances-operational-ai-across-health-system-workflows/: Operational AI gains momentum as health systems deploy Luma’s platform to run operations end to end Health systems face labor shortages, fragmented wo... - Google AI Releases Gemini 3.1 Pro with 1 Million Token Context and 77.1 Percent ARC-AGI-2 Reasoning for AI Agentshttps://www.marktechpost.com/2026/02/19/google-ai-releases-gemini-3-1-pro-with-1-million-token-context-and-77-1-percent-arc-agi-2-reasoning-for-ai-agents/: Google has officially shifted the Gemini era into high gear with the release of Gemini 3.1 Pro, the first version update in the Gemini 3 series. This ... - Gemini 3.1 Pro: A Hands-On Test of Google’s Newest AIhttps://www.analyticsvidhya.com/blog/2026/02/gemini-3-1-pro-a-hands-on-test-of-googles-newest-ai/: Just 3 months after the release of their state-of-the-art model Gemini 3 Pro, Google DeepMind is here with its latest iteration: Gemini 3.1 Pro. 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