Crowdsourcing

***Tickets must be purchased in advance!*** 🔗: [https://www.eventbrite.ca/e/toronto-hottest-ai-startups-tech-finance-networking-event-tickets-1984744292607?aff=ebdsoporgprofile](https://www.eventbrite.ca/e/toronto-hottest-ai-startups-tech-finance-networking-event-tickets-1984744292607?aff=ebdsoporgprofile) Join us at the Toronto AI, Startups, Tech & Finance Networking Event to connect with like-minded Entrepreneurs in the industry!

This is a ticketed event. Please register at [this link](https://luma.com/44bmr6iy). ​Extraterritorial enforcement of the EU AI Act? Kathrin Gardhouse will explore possible levers for the European Commission to enforce the EU AI Act oversees. ​**Event Schedule** 6:00 to 6:30 - Food and introductions 6:30 to 7:30 - Presentation and Q&A 7:30 to 9:00 - Open Discussions ​​​If you can't attend in person, join our live stream starting at 6:30 pm via [this link](https://www.youtube.com/@Trajectory-Labs/live).

We’re still working to get more people into these Meetups, but our goal is to give PlayYourCourt members a few social tennis outings each week in addition to your practice sessions and Challenge League matches. These Meetups are co-ed, super laid back, and all skill levels are welcome. Post your skill level and a suggested court in the comments section so we can round up as many players as we can for some tennis fun! Also, if you’re looking to meet new practice partners or play some matches and you aren’t already in the PlayYourCourt Community, you can go here to see what we’re all about and sign up: https://www.playyourcourt.com/tennis-community/toronto-ON/meetup/ If you love tennis, we’d love to have you! Be sure and watch the quick video that explains how everything works. Happy hitting! - Scott

This **SR&ED general information webinar** will provide an overview of the program. We will guide you through the eligibility criteria, qualifying expenditures, and the free tools and services offered by the CRA. * March 17, 2026, 1 pm to 3 pm ET – English session I would suggest if you own a business and want to receive government funding for your project, thinking of starting a business to learn how you can form your business for maximum benefit, or wish to provide grant writing services to your clients. There is no charge to attend. Registration is required, as space is limited. To register: https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-support-services/sred-webinars.html If you are a member of LeaderSHIFT, you will receive a detailed package with samples and a detailed guide at no cost. Click on attend. Some tools to help members: * [Pre-claim consultations](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-support-services/pre-claim-consultation.html?utm_content=2025-05-13_0193&utm_term=SSV) that allow eligible claimants to work with an SR&ED specialist to determine if their project contains SR&ED work before they submit a claim; * The [SR&ED outreach program](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-support-services/sred-outreach.html?utm_content=2025-05-13_0195&utm_term=SSV), which offers targeted sector-specific presentations and one-on-one presentations to businesses, in addition to hosting general information webinars. We also provide accessible digital resources to help businesses determine their eligibility, calculate expenditures and prepare their claim. These tools include: * The [Self-Assessment and Learning Tool](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/self-assessment-learning-tool.html?utm_content=2025-05-13_0197&utm_term=SSV), which helps claimants find out if their work is likely to qualify for SR&ED tax incentives and estimate their potential claim amount in about 30 minutes or less; * The SR&ED Client Portal, available within [My Business Account](https://www.canada.ca/en/revenue-agency/services/e-services/digital-services-businesses/business-account.html?utm_content=2025-05-13_0199&utm_term=SSV), which is a secure, one-stop workspace designed to support claimants throughout the claim process. ## Learn about the program * Register for an upcoming [SR&ED webinar](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-support-services/sred-webinars.html?utm_source=Mailbox&utm_medium=External_Email&utm_campaign=No_Signature_Corporate_item+CPB+SRED&utm_content=2024-10-22_0248) on Sept 16, 2025 (English session) * [Contact us](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/contact-sred.html?utm_source=Mailbox&utm_medium=External_Email&utm_campaign=No_Signature_Corporate_item+CPB+SRED&utm_content=2024-10-22_0258) to book a tailored one-on-one outreach session * Refer to our [annual program statistics](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/annual-program-statistics.html) web page for updated 2024 to 2025 program information * Visit our [multimedia gallery](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/multimedia-gallery.html) for infographics, videos, and a podcast feature ## Find out if your work may be eligible * Refer to our eligibility of work [guidelines](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-policies-guidelines/guidelines-eligibility-work-sred-tax-incentives.html) * Use our quick and easy [Self-Assessment and Learning Tool](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/self-assessment-learning-tool.html?utm_source=Mailbox&utm_medium=External_Email&utm_campaign=No_Signature_Corporate_item+CPB+SRED&utm_content=2024-10-22_0254) * Request a [pre-claim consultation](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-support-services/pre-claim-consultation.html?utm_source=Mailbox&utm_medium=External_Email&utm_campaign=No_Signature_Corporate_item+CPB+SRED&utm_content=2024-10-22_0256) for a project that is either in-progress or completed ## Prepare your claim * Follow our [step-by-step guide](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/sred-claim.html?utm_source=Mailbox&utm_medium=External_Email&utm_campaign=No_Signature_Corporate_item+CPB+SRED&utm_content=2024-10-22_0260): how to prepare your claim * Use the [SR&ED Client Portal](https://www.canada.ca/en/revenue-agency/services/e-services/cra-login-services.html) within My Business Account to start building your claim * [Contact us](https://www.canada.ca/en/revenue-agency/services/scientific-research-experimental-development-tax-incentive-program/contact-sred.html?utm_source=Mailbox&utm_medium=External_Email&utm_campaign=No_Signature_Corporate_item+CPB+SRED&utm_content=2024-10-22_0258) to speak to an SR&ED specialist

Good day everyone, Please join us for a fantastic **St. Paddy's Dinner and DJ party** as we mix, mingle, make new friends and then dance the night away to a fabulous DJ! Playing all the best from the 70s, 80s, 90s, 2000s and your requests too! \*Joined by my other social groups too; so we can anticipate a terrific turn out with lots of friendly peers to enjoy dinner and the lively dance floor! **Date:** Tuesday March 17th, 2026 **Location:** 747 Mt. Pleasant (Smoke Show) **\*Meet us inside Smoke Show between 6:00 pm and 7:30 pm (arrive later if you have too)** \*If you have to arrive after that, still let the front door staff know you are with **Steve's group** so they can direct you to us (but kindly do your best to arrive between 6:00 pm and 7:30 pm -Thank you! (You will be paying me not the person at the front door, so simply ask them to direct you to the group- thank you for your co-operation :) (Event Details Below) Sincerely, Steve Flemming (Organizer/Host ) Event Details: **The Ultimate St. Paddy's Day March 17th Dinner and DJ Bash!** -A fun, interactive, event with friends, food, cocktails, green beer (optional), reserved seating, DJ and Dancing! -Pool Table available -DJ and Dancing after dinner :) -Plenty of parking all around the venue \*For more information on the menu please refer to the Smoke Show menu https://www.smokeshowbbqandbrew.com/ **Event Fee:** 5 dollars if you're **wearing green** (cash or in advance by e transfer) 10 dollars when you arrive not wearing green (cash or e transfer in advance to [Steveflemming11@gmail.com](http://Steveflemming11@gmail.com/)) (Beverage or Appetizer Minimum please) **Friendly Reminders:** **-Arrive any time between 6:00 pm and 7:30 pm inside the restaurant (ask or look for Steve/Organizer when you arrive)** \*If arriving after 7:30 you still need to let the staff at the front know you are with Steve's group so they can properly direct you to us- Thank you! \*Just a 2 minute walk now from the new Eglinton and Mount Pleasant station :)

Good day everyone, Please join us for a fantastic **St. Paddy's Dinner and DJ party** as we mix, mingle, make new friends and then dance the night away to a fabulous DJ! Playing all the best from the 70s, 80s, 90s, 2000s and your requests too! \*Joined by my other social groups too; so we can anticipate a terrific turn out with lots of friendly peers to enjoy dinner and the lively dance floor! **Date:** Tuesday March 17th, 2026 **Location:** 747 Mt. Pleasant (Smoke Show) **\*Meet us inside Smoke Show between 6:00 pm and 7:30 pm (arrive later if you have too)** \*If you have to arrive after that, still let the front door staff know you are with **Steve's group** so they can direct you to us (but kindly do your best to arrive between 6:00 pm and 7:30 pm -Thank you! (You will be paying me not the person at the front door, so simply ask them to direct you to the group- thank you for your co-operation :) (Event Details Below) Sincerely, Steve Flemming (Organizer/Host ) Event Details: **The Ultimate St. Paddy's Day March 17th Dinner and DJ Bash!** -A fun, interactive, event with friends, food, cocktails, green beer (optional), reserved seating, DJ and Dancing! -Pool Table available -DJ and Dancing after dinner :) -Plenty of parking all around the venue \*For more information on the menu please refer to the Smoke Show menu https://www.smokeshowbbqandbrew.com/ **Event Fee:** 5 dollars if you're **wearing green** (cash or in advance by e transfer) 10 dollars when you arrive not wearing green (cash or e transfer in advance to [Steveflemming11@gmail.com](http://Steveflemming11@gmail.com/)) (Beverage or Appetizer Minimum please) **Friendly Reminders:** **-Arrive any time between 6:00 pm and 7:30 pm inside the restaurant (ask or look for Steve/Organizer when you arrive)** \*If arriving after 7:30 you still need to let the staff at the front know you are with Steve's group so they can properly direct you to us- Thank you! \*Just a 2 minute walk now from the new Eglinton and Mount Pleasant station :)

This is a ticketed event. Please register at [this link](https://luma.com/opxvoqxk). ​Zhijing Jin will be joining us to discuss her AI lab's entire research agenda, including several recent project lines across adversarial defence, interpretability, and democracy defence.​ ​​​**Event Schedule** 6:00 to 6:30 - Food and introductions 6:30 to 7:30 - Presentation and Q&A 7:30 to 9:00 - Open Discussions ​​​​​​If you can't make it in person, feel free to join the live stream starting at 6:30 pm, via [this link](https://www.youtube.com/@Trajectory-Labs/live). ​​​This is part of our weekly [AI Safety Thursdays](https://luma.com/trajectory-labs?k=c) series. Join us in examining questions like: * ​​​How do we ensure AI systems are aligned with human interests? * ​​​How do we measure and mitigate potential risks from advanced AI systems? * ​​​What does safer AI development look like?

**Want to help bring your city’s community together?** We’re looking for local hosts to organize small group lunches, evening drinks, mixers, movie get-togethers and curated experiences. **No experience necessary,** just a friendly attitude, some local knowledge, and a willingness to meet a few new people. After each event, we’ll send a short feedback form so we can improve and support you. The host will also be able to provide feedback so we can learn what worked and what didn't. **[Click here](https://form.questionscout.com/6926c9ab87a828a5c11a79fc)** to apply and get started: if you’re selected, we’ll reach out for a quick screening call.

Moved to March 21st - Location will be Hotel Victoria and Restaurant is "Mossops" as of now and this is in Toronto downtown on the date given in the [https://www.eventbrite.com/e/elegant-afternoon-with-desi-singles-singles-event-tickets-1698444034829?aff=oddtdtcreator](https://www.eventbrite.com/e/elegant-afternoon-with-desi-singles-singles-event-tickets-1698444034829?aff=oddtdtcreator) This will be our very first Pitch a Friend!! Because we have postponed to March, reach out if you want to buy for yourself or you and +1 wants to purchase. YOU GET A SPECIAL EARLY BIRD DISCOUNT! We want to give enough time to ask to purchase tickets! [Event Link](https://www.eventbrite.com/e/1698444034829?aff=oddtdtcreator)

Let’s do some coding together at a cafe! No more working alone in the weekend. Here, we write code together. And I mean together together. Not occupying-the-same-space-but-separate together. Here’s how it works: Jennifer brings her mobile app project, tells everyone that it is like Pinterest for recipes and she’d like to work on the nav bar. Paul and Chloe think Jennifer's project is fascinating, and they join the group. They gather around Jennifer’s laptop and work on the nav bar for 2 hours. Jennifer is the one typing out the code while Paul and Chloe research, brainstorm, and offer suggestions. If you’re feeling stuck on your own project or need a motivation boost, bring it to mob programming! Want to learn by watching how others code and solve problems? Join someone else’s project at this event! Oh and we love your half-done projects that you are a bit embarrassed to share. Absolutely bring those to the event! **Discord**: We use Discord to share screen & code snippets during the event. Also feel free to share your projects here before the event! https://discord.gg/Da9fZFxPfs **Event policy**: * We have 0 tolerance for harassment. * We don’t allow the projects that are not meant to be shared in public such as school assignments, interview tasks, or trade secrets. * The goal is to write code. We discourage you from pitching business ideas here, doing code reviews, or spending the whole event on planning what to do. * Please buy a drink, and tip the barista well.

Kick off March by connecting with pros and boosting your career growth in a fun, in-person meetup! ## **Professional Networking & Growth Series – Chapter 3** ### *Networking & Growth Kickoff – March* **Hosted by GFI** Join us for an exclusive professional networking evening designed to foster meaningful connections, collaboration, and long-term career growth. This kickoff event marks **Chapter -3** of the *Professional Networking & Growth Series*, bringing together professionals from multiple industries in a refined, business-focused environment. Whether you are looking to expand your professional network, gain industry insights, or explore mentorship and growth opportunities, this event offers a valuable platform to connect with like-minded professionals. ### **📅 Event Details** **Date:** Thursday March 19, 2026 **Time:** 5:30 PM – 8:30PM **Location:** Unit 302, 6345 Dixie Road Mississauga, ON ### **Who Should Attend** This event is ideal for professionals seeking collaboration, referrals, and growth opportunities, including: * Licensed HLLQP & Insurance Professionals * Healthcare Professionals * CPAs, Accountants & Tax Professionals * Immigration Consultants * Realtors * Mortgage Agent * Business Owners * Looking for new connections ### **What You Can Expect** * High-quality professional networking in a collaborative environment * Insightful discussions focused on career and business expansion * Growth and mentorship opportunities with experienced professionals * Light snacks and refreshments provided ### **Why Attend** * Build meaningful professional relationships * Exchange ideas with professionals across industries * Explore new opportunities for collaboration and referrals * Be part of an ongoing professional growth community ### **Registration** **Limited spots available. Early registration is strongly encouraged.** ### **Event Hosted By** **Atul & Priyanka Nanchahal** **For any other information please contact: +16478645309**

AI tools can find the obvious bugs. They follow the most suspicious-looking signal until it checks out, then move on. The boring parameter — the one that actually leads somewhere — often gets skipped. This talk breaks down the structural reasons AI agents fail at exhaustive vulnerability discovery, and what a better approach looks like.

Please make your reservation on dayofus.com. This is a paid event. DayOfUs brings strangers together for unforgettable dinners. Every week, we curate group dining experiences at great local restaurants — you + five new faces. No awkward planning, no group chats that go nowhere — just good food, good vibes, and conversations that matter. ### **Here’s how it works:** 1. **Take our quick quiz** in the DayOfUs app to share your preferences. 2. **We match you** with a group of like-minded people. 3. **We book the restaurant** — you simply show up and enjoy. 4. **You leave with new friends** (and maybe a new favorite restaurant). ✨ **Not a dating app** – we’re all about human connection and building friendships. ### **Why Join Us?** * **Effortless** – We handle all the planning. * **Fresh every week** – New people, new restaurants. * **Personality-based matching** – Not just random pairings. * **Local & traveler friendly** – Whether you’re new in town or just looking to meet more people. **📅 This listing is for awareness only — bookings are made through our app or website.** ✅ **Join today and get 10% off your first dinner** with code: **MEETUP10** **Download the Day of Us app**: [App Store Link](https://apps.apple.com/us/app/day-of-us-meet-new-friends/id6748222136 "https://apps.apple.com/us/app/day-of-us-meet-new-friends/id6748222136")💻 **Or sign up on our website**: [dayofus.com](https://www.dayofus.com/?utm_source=eventbrite&utm_medium=post&utm_campaign=toronto&utm_content=diningtable "https://www.dayofus.com?utm_source=eventbrite&utm_medium=post&utm_campaign=toronto&utm_content=diningtable") Your registration does not include your individual food and drink purchases. You will pay for your own order. ## **FAQ** **Do I pay here on Meetup?** No — we don’t take bookings here. Please sign up through our app or website to join a dinner. **Is this a dating event?** Nope! Our focus is on genuine friendships and expanding your social circle. **Do I need to come every week?** Not at all. You join whenever you’re free and feel like meeting new people. **Refund Policy** Refunds are available when you cancel at least 48 hours before your scheduled dinner (handled through the app).

OpenClaw, NemoClaw, personal assistants, 24/7 agents. What does it all mean? How does it all work and what should we know about it? Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)

Join Sacred Sound Alchemy Columbus for a transformative Sound Bath experience that will take you on a journey of self-discovery and healing. Immerse yourself in the powerful vibrations of various sound instruments like crystal singing bowls and rain drums, carefully orchestrated to balance your chakras and uplift your spirit. The soothing sounds will help you release negative energy, reduce stress, and promote deep relaxation. This event is perfect for those seeking a moment of tranquility and a chance to connect with their inner selves. Whether you are new to sound healing or a seasoned practitioner, you will benefit from the harmonious frequencies that will resonate with your body and soul. Come and allow yourself to be enveloped in a wave of healing energy, leaving you refreshed, rejuvenated, and ready for life's next chapter. Please bring something comfortable to lay on like a yoga mat. Being a pillow for your head or for under your knees and a blanket to cover over yourou. The library can get cold. Bring some water to help flush your body for after the session.

Builders, creators, architects, admins, consultants - come one, come all. This one's for you. We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform. Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live. So basically, America's Got Talent but make it ServiceNow's Got Talent. Bring a notepad if you'd like 'cause you'll definitely be learning something new. Each presenter gets 10 minutes max to wow the crowd with: • A demo • A real-world business solution • A bold idea • A UX transformation • Or a creative use of the platform Judging Criteria: 🏆 Business Value 🚀 Innovation ✨ User Experience This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value. Come learn. Come support. Come get inspired. Refreshments and bites will be provided. And maybe next time… you’ll be on stage.

Join Sacred Sound Alchemy Columbus for a transformative Sound Bath experience that will take you on a journey of self-discovery and healing. Immerse yourself in the powerful vibrations of various sound instruments like crystal singing bowls and rain drums, carefully orchestrated to balance your chakras and uplift your spirit. The soothing sounds will help you release negative energy, reduce stress, and promote deep relaxation. This event is perfect for those seeking a moment of tranquility and a chance to connect with their inner selves. Whether you are new to sound healing or a seasoned practitioner, you will benefit from the harmonious frequencies that will resonate with your body and soul. Come and allow yourself to be enveloped in a wave of healing energy, leaving you refreshed, rejuvenated, and ready for life's next chapter. Please bring something comfortable to lay on like a yoga mat. Being a pillow for your head or for under your knees and a blanket to cover over yourou. The library can get cold. Bring some water to help flush your body for after the session.

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.