Cisco Systems

This month, we’re switching things up. Instead of hosting our usual SD Drinks meetup, we’re inviting the group to **attend another event together**: **Strategic Foresight for Driving Organizational Transformation**, hosted by Rotman BDI. Strategic foresight i.e. our ability to anticipate and plan for change already comes up often in our SD conversations. This event explores those ideas in practice, with a case study led by the **Centre for Social Innovation**, adding a layer we deeply care about as designers: meaningful impact and tackling complex, wicked problems. It’s a topic that feels highly relevant to service design, strategy, and systems thinking, and one we know will resonate with the group. 📅 **Date & time:** February 10, 5:30 pm 📍 **Location:** Rotman School of Management, Room 1065 105 St George Street, Toronto, ON M5S 3E6 🎟 **Tickets:** Please register directly via the host’s Eventbrite page [ https://www.eventbrite.ca/e/strategic-foresight-for-driving-organizational-transformation-tickets-1981007188829](https://www.eventbrite.ca/e/strategic-foresight-for-driving-organizational-transformation-tickets-1981007188829) **Why join as a group?** This is a great opportunity to: * explore a topic deeply relevant to design, strategy, and systems thinking * be inspired by practical foresight frameworks and perspectives * connect with others, thinking about long-term impact and change **How we’re doing this:** Some of us have already registered and plan to attend together. After the event, we’ll grab a drink nearby to continue the conversation — optional, casual, and very SD Drinks 🍻 If you’d like to coordinate or chat ahead of time, the conversation is happening in our Discord event chat: [https://discord.gg/Qc434j5T](https://discord.gg/Qc434j5T) Hope you can join us, see you there!

Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-toronto-january-ai-meetup-20251118) to view the agenda and guarantee a spot. Welcome to the most electrifying and ground-breaking AI Meetup in Toronto! Join us once a month as we delve into the world of artificial intelligence, explore its cutting-edge practical applications, and marvel at the astonishing projects that are shaping our future. Why should you attend? • Get up close and personal with the AI projects that are redefining the boundaries of technology and human potential. • Learn from the brightest minds in the field and gain valuable insights into the ever-evolving AI landscape. • Unleash your curiosity, fuel your creativity, and expand your network as you connect with fellow AI aficionados and pioneers. What you can expect? Mindstone events consist of three talks covering different aspects: • What I Learned Building With LLMs: A technical demo breaking down the process for building a product using AI with real-life learnings and insights. • How To Be More Productive Using AI: A practical demo and step-by-step guide on how to use AI to speed up and improve tasks. • What Does The Future Look Like With AI?: A theoretical talk on the impact of AI on work, life and society. After the talks we'll have pizza, drinks, and networking. Don't miss out on this extraordinary opportunity to witness the AI revolution in action. It's time to embark on a thrilling journey into the future and discover the endless possibilities that lie within the realm of artificial intelligence. Reserve your spot today for the ultimate AI experience! 💡✨ (https://community.mindstone.com/events/mindstone-toronto-january-ai-meetup-20251118) Please Note: This event is advertised on multiple platforms. Please RSVP and get a ticket on Mindstone (https://community.mindstone.com/events/mindstone-toronto-january-ai-meetup-20251118) to view the agenda and guarantee a spot.

Do you want to improve your Public Speaking skills, your Impromptu Speaking skills, learn how to present Feedback with Evaluations, and build your Leadership skills? If the answer is YES to any, attend SUN LIFE SPEAKERS CORNER online for an informative and fun filled session each Tuesday at Noon EST/EDT (except following a Holiday Monday). Guests/Visitors are welcome to participate in the Table Topics (impromptu) session. Join and become a Member to have access to all roles and Pathways, the education system. Please email info.sunlifespeakerscorner@gmail.com for the Zoom link.

Visit our Royal Lunch'n'Learn Toastmasters Hybrid meeting, meet people and develop your communication and leadership skills. At today's meeting we will be discussing how "The Gift of Failure" can contribute to improving your life and the lives of others. This is a HYBRID event and so you can choose to join us in person, or online. We would like to encourage you to join us at noon! Reach out to us to receive the WebEx link or to reserve your seat. **What to expect:** Find out first-hand what it means to participate in a club meeting. * Watch as one of our members delivers a Prepared Speech. * Learn and practice how to think fast on your feet with an impromptu Table Topics session. * Witness how to give and receive constructive feedback to help encourage and build confidence with our members. Practice the skills you need to communicate with confidence and excellence. Experience a club meeting with Royal Lunch'n'Learn Toastmasters. It all starts with a fun club environment where you will learn and practice together—to grow individually. Contact us to get the Webex link. Get yourself back in gear this January and we can help you get started in moving forward. We also meet in person (Hybrid meetings) so you have the option of in person or online. Normally we are at RBC Wellington Square on the 2nd and 4th Tuesday of the month (check for variations in our schedule) - this week we are meeting at RBC Centre, in the Executive Conference Centre at 155 Wellington St West (diagonally across from our normal location) on the 11th floor, in the "Australia Room". Plus, all our meetings are online which is super accessible! Guests are **free** to join us for their first three regular meetings - **contact us** to schedule your visit or ask us anything! contact-3648173@toastmastersclubs.org

Presentation of the first data visualisation published by the Clay-Gilmore Institute for Philosophy, Technology, and Counterinsurgency The works assembled in this talk emerge from the CG-IPTC's inquiry into the algorithmic management of racialized life — a condition in which the logic of counterinsurgency has migrated from the battlefield to the domestic sphere. Through predictive analytics, biometric surveillance, and spatial policing technologies, contemporary security practices now enact strategies once reserved for the governance of colonized populations. Our central concern is not simply that artificial intelligence and predictive policing reproduce racial bias, but that they embody the very strategic grammar of militarized population control. Miron J. Clay-Gilmore https://philosophy.utoronto.ca/directory/miron-j-clay-gilmore/ Postdoctoral Research Fellow Department of Philosophy University of Toronto About the Speaker: Miron J. Clay-Gilmore is a Postdoctoral Research Fellow in the Centre for Ethics and the Schwartz Reisman Institute for Technology and Society at the University of Toronto. Dr. Clay-Gilmore’s research explores how artificial intelligence, big data, and predictive policing operate within broader regimes of counterinsurgency and state violence. By situating contemporary AI systems within longer genealogies of Western militarism and colonial administration, his scholarship reveals how the management of life and death—what he terms the technologization of counterinsurgency—defines the moral and political boundaries of modern societies. His publications have appeared in *AI and Ethics, Res Philosophica, American Philosophical Quarterly,* and *The Journal of African American Studies.* Across these works, Dr. Clay-Gilmore bridges Africana philosophy, social and political thought, and the philosophy of technology to illuminate how power, race, and computation shape the contemporary human condition. Through the CG-IPTC, Dr. Clay-Gilmore leads a pioneering interdisciplinary initiative that integrates philosophical inquiry, data analysis, and public education to interrogate the ethical and political consequences of emerging technologies. The Institute develops research clusters, public-facing media, and digital infrastructures that expose the interconnections between technological innovation, governance, and racialized violence. **\* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \*** This is a talk with audience Q&A presented by the University of Toronto's Centre for Ethics that is free to attend and open to the public. The talk will also be streamed online with live chat [here](https://youtube.com/live/s2okrHEoiZ0?feature=share). About the Centre for Ethics (http://ethics.utoronto.ca): The Centre for Ethics is an interdisciplinary centre aimed at advancing research and teaching in the field of ethics, broadly defined. The Centre seeks to bring together the theoretical and practical knowledge of diverse scholars, students, public servants and social leaders in order to increase understanding of the ethical dimensions of individual, social, and political life. In pursuit of its interdisciplinary mission, the Centre fosters lines of inquiry such as (1) foundations of ethics, which encompasses the history of ethics and core concepts in the philosophical study of ethics; (2) ethics in action, which relates theory to practice in key domains of social life, including bioethics, business ethics, and ethics in the public sphere; and (3) ethics in translation, which draws upon the rich multiculturalism of the City of Toronto and addresses the ethics of multicultural societies, ethical discourse across religious and cultural boundaries, and the ethics of international society. The Ethics of A.I. Lab at the Centre For Ethics recently appeared on a list of 10 organizations leading the way in ethical A.I.: https://ocean.sagepub.com/blog/10-organizations-leading-the-way-in-ethical-ai

**Experience the Arka Brotherhood: A Transformative Community for Growth-Oriented Men** Looking to connect with other men on a deeper level? This gathering is a chance to experience *Men’s Work*—a powerful space for growth, reflection, and connection. Led by members of the **Arka Brotherhood**, this free 75-minute session offers a glimpse into the kind of work we do in our weekly circles. **What to Expect:** * A short intro: “What is Men’s Work?” * Core practices and activities from our weekly meetings **This Is For You If:** * You’re seeking real connection and community with other men * You want to develop leadership, self-discipline, or emotional intelligence * You’re ready to confront limiting beliefs and grow * You’re curious about Men’s Work but not sure where to begin *** **Event Details** 📅 **Date:** Tuesday, February 10, 2026 🕕 **Time:** Doors open at 6:00 PM, event starts promptly at 6:15 and ends at 7:30 PM 📍 **Location:** 918 Bathurst St, Toronto, ON M5R 3G5 – Sun Room 🎟️ **Free to attend. RSVP required—space is limited.** *** **About the Arka Brotherhood** Arka is a weekly men’s group committed to integrity, accountability, and brotherhood. Our members come from diverse backgrounds and share a commitment to personal growth. We welcome all men—regardless of age, race, faith, or sexual orientation—who are ready to show up honestly and do the work. **Learn more about our 14 Point Code and values:** [The Code – ARKA Brotherhood](https://arkabrotherhood.com/the-code/)

Design a realistic schedule, workflow, and boundaries so your business grows *without* swallowing your life. We hear it all the time: *“I just need more time!”* But as founders, we don’t get more time, we get better **systems**. This session is about building **Founder Time Systems**: practical ways to structure your week, protect your energy, and get important work done without burning out. **This is for you if:** * You feel like you’re always “on” and never caught up * Your calendar is full, but your big priorities still don’t move * You’re juggling clients, admin, marketing, family, and… everything * You want to grow, but not at the cost of your health or sanity **We’ll cover:** * The 3 types of time every founder needs: Focus, Flow, Flex * How to design a simple weekly structure that actually fits your life * What to stop doing, delegate, or delay * Boundaries with clients, yourself, and your phone * Why “busy” ≠ “productive” (and how to fix it) **Format:** * Short teaching with real-life examples * Guided reflection and prompts * Small-group conversations * Optional sharing of your new “ideal week” **You’ll walk away with:** * A draft of your “Ideal Founder Week” * A short list of things to stop doing or delegate first * Practical tweaks you can make *this week* to feel less overwhelmed 🗓 Meeting Schedule * **7:00 PM** — Mingle & meet fellow entrepreneurs * **7:30 PM** — Focused discussion on this week’s topic: *Scaling Without Burning Out* * **8:30 PM** — Elevator pitch practice — get feedback, refine your message, and shine * **9:00 PM** — Wrap-up networking — connect, collaborate, and share insights ⚡ *Please arrive by 7:30 PM to join the main discussion — but you’re welcome to jump in whenever you arrive.*

Elastic and Toronto Women's Data Group are happy to partner together on a community meetup in Toronto! Hear from two leading data professionals, who will share their insights on the Data/ML field, hard-earned lessons, and what the day-to-day really looks like. Whether you’re looking to learn, considering a pivot or advancing your career, this event is for you! Speakers: \- Jen Smith \- VP Engineering \- Jessica David \- Principal Data Engineer Schedule (subject to change): 6:00 pm - Doors open 6:30 pm - Speaker sessions, Q&A 8:00 pm - Networking/chatting Allies are welcome to attend, with the understanding that these events are focused on spotlighting the career experiences of women. **When:** February 12th 6:00 pm **Location:** 8 Spadina Ave See you there!

### Thursday Evening Discussion Group **In\-Person \| Starts at 8:00 PM \(Doors open at 7:30 PM\) \| Drop\-In** **Starting material:** *[Network of Thought](https://www.holybooks.com/wp-content/uploads/Network-of-Thought-Krishnamurti-ebook.pdf)* by **Jiddu Krishnamurti** This weekly discussion group offers a reflective and open space to explore themes of **mysticism, spirituality, and inner transformation** through selected writings and talks by Jiddu Krishnamurti, Annie Besant, Alice Bailey, and other thinkers whose work invites deep **inquiry into consciousness, freedom, truth**, and **the nature of self-understanding**. Rather than promoting a particular belief system, the group emphasizes **shared reading, thoughtful reflection, and respectful dialogue**. Participants are welcome to engage at their own pace—whether through listening, contemplation, or open discussion. While there is **no requirement to commit before attending**, *the intention is to gradually build a group of participants who are interested in returning regularly and engaging sincerely with the material* and the group process. Newcomers are very welcome, and those who feel drawn to ongoing study are warmly encouraged to continue attending. **This is a drop-in group,** and no prior background or preparation is required. **All are welcome.** Come as you are, reflect together, and take part in a spirit of openness, seriousness of inquiry and mutual respect.

Stop Babysitting LLMs, Start Shipping. PRs got bigger, not better. Seniors are burning hours on AI bug hunts while *throughput stays flat*. Encode your existing **SDLC** into a gated multi-agent flow so LLMs do the noisy work. Review changes that have already passed **CI**. ## **Swarm Architecture** Encodes a full SDLC loop (**issue** → **spec → plan → PR** → **gate** → **deploy**) in a gated **45-agent swarm** you can explore after the talk. ## **Shift Left** **Mutation-on-diff** and **contract/schema checks** wired into your agentic flow before review. Reduce **review pain** instead of just generating more code. ## **Failure Modes & Guardrails** Hallucinations, reward hacking, process confabulation, and how your architecture catches and fixes them before they reach reviewers. ## **Takeaways** * ✓You'll leave with a working **demo swarm repository** you can clone into your own repos, and a clearer way to decide when to lean on **tokens versus human review**. * ✓For platform and DevEx engineers, tech leads and staff+ developers, and engineering leaders who are tired of wrestling with AI-generated code and **review pain**. * ✓The talk and swarm will be released under **Apache 2.0**. *Come at 5:30 pm have some pizza and chat for a bit. The presentation starts at 6:00 pm.*

**Description** Coming Out Being Out (COBO) is a peer discussion group that has served the LGBT community for over 15 years in downtown Toronto. We meet to share stories and opinions, challenges and triumphs at all stages of coming out and being out. COBO participants are lesbian, gay, bisexual, transgender, two-spirit and questioning people. We welcome all who identify under the banner of queer sexual orientation and gender identity. **What We Do** \|\-\| COBO participants are often seeking to: * Understand what experiences others have in coming out to family, friends and their respective communities. * Develop comfort in discussing their identity with others. * Meet others having the same experiences when it comes to living openly. * Receive the encouragement of peers. \|\-\| Regular topics of discussion include: * How people choose to come out (at work, with family, with friends). * Where to find others like us in the community. * Challenges and triumphs in navigating family and partner relationships. **Where & When** * Every Wednesday from 6-8pm * Community meeting space at Casey House - 119 Isabella St., Toronto **How to Access the Meeting** Registration on Meetup is not required to attend. Attendance is on a drop-in basis. The front door to our meeting space at Casey House is controlled by the main floor receptionist. To access the space when you arrive: * Press the button to the left of the main entrance door. * Tell the receptionist that you are there for the COBO meeting. * You will be buzzed in and someone from our group will come to show you to the meeting. WE LOOK FORWARD TO SEEING YOU ON WEDNESDAY! *COBO is a community group led by non-professional peer facilitators and is not a Casey House program.*

Let's learn Agentic AI! Welcome to our [KSUG.AI Americas](https://us1.ksug.ai) meetup! **Latest promotions** discovered by our community! * **50%** off [Linux Foundation](https://gk.ksug.ai/) EXPIRED, [Get Notified](https://ksug.ai/?notify&ref=meet) for next BIG one! * **30%** off [KubeCon Europe](https://ksug.ai/events/?ref=meet) 2026 using code **KSAI** * Up to **30%** off popular [Books](https://ksug.ai/books/?ref=meet) and [Events](https://ksug.ai/events/?ref=meet) Stop Babysitting LLMs, Start Shipping. PRs got bigger, not better. Seniors are burning hours on AI bug hunts while *throughput stays flat*. Encode your existing **SDLC** into a gated multi-agent flow so LLMs do the noisy work. Review changes that have already passed **CI**. ## **Swarm Architecture** Encodes a full SDLC loop (**issue** → **spec → plan → PR** → **gate** → **deploy**) in a gated **45-agent swarm** you can explore after the talk. ## **Shift Left** **Mutation-on-diff** and **contract/schema checks** wired into your agentic flow before review. Reduce **review pain** instead of just generating more code. ## **Failure Modes & Guardrails** Hallucinations, reward hacking, process confabulation, and how your architecture catches and fixes them before they reach reviewers. ## **Takeaways** * ✓You'll leave with a working **demo swarm repository** you can clone into your own repos, and a clearer way to decide when to lean on **tokens versus human review**. * ✓For platform and DevEx engineers, tech leads and staff+ developers, and engineering leaders who are tired of wrestling with AI-generated code and **review pain**. * ✓The talk and swarm will be released under **Apache 2.0**. *Come at 5:30 pm have some pizza and chat for a bit. The presentation starts at 6:00 pm.* **Volunteers / Sponsors / Speakers:** [KSUG.AI](https://ksug.ai/?ref=meetup) is actively seeking speakers & sponsors to support our KubeSmart & AI community. Whether it is by offering venue spaces, providing food, or financial support. Sponsors will not only speak at our meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 31,000+ Cloud Native + AI enthusiasts globally. [Volunteering](https://volunteer.ksug.ai/), [Submit Topics](https://speaker.ksug.ai/), [Sponsor Us](https://sponsor.ksug.ai/)! 🚀 **Let's be [kubestrong](https://www.linkedin.com/company/kubestrong/)!** 🎉 Please take a note this event is organized by our peers. We thought it's useful to our members. Join **[#Discord](https://discord.com/invite/Rp9WzYyKua)** for latest update 👉 [https://discord.com/invite/Rp9WzYyKua](https://discord.com/invite/Rp9WzYyKua) 🔖 𝐎𝐧𝐠𝐨𝐢𝐧𝐠 𝐃𝐢𝐬𝐜𝐨𝐮𝐧𝐭𝐬: ☸ **30%** OFF [#CNCF Certs](https://cka.ksug.ai/) \- code **30K8SUG** ☸ **37%** OFF [#KodeKloud plans](https://ksug.ai/kk/?ref=meet) \- code **K8SUGKK** 𝟏𝟖𝟎,𝟎𝟎𝟎+ follow **[KSUG.AI](https://ksug.ai/discount/?ref=meetup)** 🔥 [linktr.ee/ksug.ai](https://linktr.ee/ksug.ai) ✅ Learn 𝐅𝐀𝐒𝐓𝐄𝐑 ⚡ ✅ Certify 𝐒𝐌𝐀𝐑𝐓𝐄𝐑 💰 ✅ Grow 𝐒𝐓𝐑𝐎𝐍𝐆𝐄𝐑 💪 [KSUG.AI - KubeSmart & AI User Group](https://linkedin.com/company/k8sug) *By registering, you consent to the management of your personal information in accordance with KSUG.AI Meetup's [Privacy Policy](https://k8sug.ai/privacy). Additionally, you agree that our sponsors may contact you.* **[KSUG.AI](https://ksug.ai/?ref=meetup)** is an independent community and not affiliated with or endorsed by CNCF. Kubernetes, K8s, Kubestronaut are registered trademarks of The Linux Foundation.

**Important note about the retirement of the OWASP Meetup platform** Fellow OWASP Toronto members, We are making an important announcement regarding an upcoming transition. The OWASP Foundation has announced that they will be retiring their Meetup Pro subscription effective January 31, 2026: https://owasp.org/blog/2026/01/13/retiring-meetup.html This means that our OWASP Toronto Meetup group may be removed in the coming days. We understand this may be short notice, so we want to make this announcement before we lose access. You are an important part of our chapter community. Many attendees I have spoken to have discovered OWASP Toronto via Meetup. To continue engaging with the community while using a platform that enables discoverability, we will moving to the [Evenbrite](https://owasp-toronto-chapter.eventbrite.com/) for publishing our events. You can continue to follow us via our [Google Group mailing list](https://groups.google.com/a/owasp.org/g/toronto-chapter), our [Chapter page](https://owasp.org/www-chapter-toronto/), our [LinkedIn group](https://www.linkedin.com/showcase/owasp-toronto-chapter/), our [YouTube channel](https://www.youtube.com/channel/UCqmBl-u_4cOEiH3OXWE3sPg), our Slack channel ([#owasp-toronto-chapter](https://owasp.slack.com/archives/C075DRCB1PZ), does not require an OWASP membership), as well as on our new [Discord channel](https://discord.gg/eg3upJ6N). Please see below for details of our February 12 event. Visit our [Eventbrite](https://www.eventbrite.ca/e/owasp-toronto-february-2026-tickets-1982057078076) page for more information! \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **Dual Talk Event: Raising Cyber Awareness Through Electronic Word of Mouth \| When AI Becomes Application Logic: Securing Shadow AI** Presentation #1: Raising Cybersecurity Awareness Through Electronic Word of Mouth: A Data-Driven Assessment Awareness of the many cybersecurity threats, vulnerabilities, and solutions to mitigate these threats/vulnerabilities is instrumental in improving basic cybersecurity behaviours. A healthy body of knowledge has been devoted to exploring how to better increase awareness, in any given topic, among members of the general public which have explored the role of word of mouth (WOM) and electronic word of mouth (eWOM) in spreading awareness. In recent years, the rise of social media platforms as an alternative communication channel has created efforts to promote cybersecurity awareness online regarding the numerous cybersecurity threats. However, little research attention has been devoted to exploring eWOM communication on social media surrounding cybersecurity awareness. Moreover, no research to date has considered the impact of the COVID-19 pandemic on these eWOM discussions related to cybersecurity awareness. To address these literature gaps, this research collected 227, 270 relevant tweets surrounding cybersecurity awareness from 2018 to 2022 conducting an exploratory analysis of the corpus using social network analyses, topic modelling and semantic similarity analysis. The results found topics rose in prominence and then dissipated as newer topics emerged while information was found to spread incredibly far despite a high degree of community forming, suggesting the online discourse is very open and evolving over time. These findings illustrate the potential of social media as an effective tool for raising cybersecurity awareness. The impact of COVID-19 observed an increase in the reach of information in addition to new specific topics emerging in the discourse, but the effects appear to be temporary. Speaker: Dane Vanderkooi Dane Vanderkooi is a fifth-year Doctoral Candidate in management science at TorontoMet University who specializes in researching cybersecurity and digital privacy behaviours. He completed his bachelor's of commerce at Uottawa and holds a master's in management science degree from Ryerson University. Dane has published his research in academic journals, conferences and industry reports. Dane has also presented his research at various conferences including HC2P, SERENE-RISC, HCII, CyberToronto, ASAC and SocialMedia+Society, AMCIS, and ICIS. Dane is certified in cybersecurity (CC) from ISC2 and has practical experience working in the field of cybersecurity with private industry, non-for-profits, and the public sector including the Canadian Armed Forces, Public Health and Safety Canada, Justice Canada, Innovation Science and Economic Development (ISED), Bell, BMO, Desjardins, Ritchie Bros and Achev. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* Presentation #2: When AI Becomes Application Logic: Securing Shadow AI AI is entering production faster than security teams can see it. From “simple” chatbot integrations to LLMs wired directly into business logic — and agents running entire application flows — organizations are accumulating Shadow AI: untracked, ungoverned, and often dangerously over-privileged. This talk shows how AI quietly changes application behavior at runtime: expanding trust boundaries, introducing non-deterministic authorization paths, and creating blast radiuses that static inventories and policy checklists cannot capture. Using real-world architectural patterns and runtime signals, we’ll demonstrate how security teams can identify where AI is actually used, what it can access, and how attackers abuse AI-driven logic to exploit new classes of vulnerabilities. Attendees will leave with a practical framework for securing AI-powered applications — grounded in runtime behavior and evidence, not assumptions. Speaker: Daniel Shechter Daniel Shechter is the CEO and Co-Founder of Miggo, an Application Detection and Response platform. Shechter has an impressive background in both threat intelligence and within the security industry. Before founding Miggo he was leading cyber security teams in Israel's elite cyber intelligence division, Unit 8200. He later joined McKinsey, a strategy and management consulting company, where he provided guidance on acquisition, developing new business strategies and more. Shechter is an industry expert in security, incident detection and response, threat intelligence, and attack observability.

Connected Westerville Night of Networking flips the script on networking, with surprises and connections that'll make you say, "Who knew networking could be this much fun?!"

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

Bring your work or your hobby, hang out, and code with us. Follow @buckeyecocoa for more information.

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

WQC has weekly Thursday night social nights at the Westerville Java Central. Come and grab a coffee and connect with the community: low stakes, chill environment, and tasty drinks. No registration is required; come as you are.

**\*\*\*\* More details and sign up at: https://aifalliance.org/summit-2026/ \*\*\*\*** **What is AI Freedom Alliance?** AI Freedom Alliance promotes the responsible growth of AI guided by practical, commonsense ethics. Our nonprofit is built by professionals from a wide range of industries and is made up entirely of small- and mediumbusiness representatives—never large tech companies. We provide a counterbalance to big corporate influence, focusing instead on how AI can benefit businesses and the world at large. **What’s Happening?** ***The inaugural AI Freedom Alliance Summit.*** This full-day event will explore how we can ensure AI is adopted responsibly through shared ethical standards that empower humanity. The summit will feature interactive and educational sessions led by thought leaders, technologists, policymakers, and advocates who are passionate about making AI fair, transparent, and beneficial for everyone. **Why Attend?** Learn about the legal and technical challenges with implementing AI solutions within your organization. Build better solutions while protecting your organization from legal and compliance risks. And learn how to think strategically about AI as a differentiation tool for your business. This summit is highly recommended for C-Suite leaders to learn as well as interact with each other and our sponsors.