Ethical Hacking

BHNT 109: the second BHNT in 2026. Your hacks do not have to be connected to the title (bonus points if they do though) - we just give every edition a title connected to current events. But all hacks welcome. Please RSVP and bring your hacks! There are 8 dynamically allocated Slots that consist of 5min presentation + 5min conversation with the audience. Follow us on [BlueSky](https://bsky.app/profile/bhnt.c-base.org), [X (fka twitter)](https://www.twitter.com/BerlinHacknTell), [Mastodon](https://chaos.social/@BHNT) or [Matrix](https://matrix.to/#/#bhnt:c-base.org). To refresh your memories or get familiar with the concept - see some old hacks here: https://bhnt.c-base.org Hope to see you all there - looking forward - all Hacks welcome!

**OpenClaw Anonymous Berlin** Informal meetup for anyone interested in or working with OpenClaw/Clawdbot. No talks or presentations. We discuss setups, learnings, and entrepreneurship. The group is intentionally small (8-12 people) to keep things relaxed. Come as you are. Stay as long as you like.

Wir bieten allen Interessierten die Möglichkeit, mit Elektronik zu basteln. Workshops und Vorträge zu verschiedenen Themen rund um Elektronik und Software sind willkommen. Von Arduino bis zu komplett selbst entwickelten High-End Schaltungen sind wir für alle kreativen Ideen offen. Wir haben auch Gruppen rund um das Nähen, Programmieren, Retro Computer. Wir treffen uns immer am Dienstag und am Freitag ab 18:00 Uhr. Egal ob Anfänger oder Profi – hier seid Ihr jederzeit Willkommen. Ihr könnt mit anderen fachsimpeln oder auch mit unserer Hilfe Eure ersten elektronischen Gehversuche starten. Wenn zeitgleich in den vorderen Räumen Workshops oder Vorträge stattfinden, kann hinten Werkstattbetrieb stattfinden.

**Chat & Updates:** Telegram: [https://t.me/+VfHrJXPGVWLflGhz](https://t.me/+VfHrJXPGVWLflGhz) Discord: [https://discord.gg/SVb44D9](https://discord.gg/SVb44D9) **\*Deutscher Text unten\*** **Come & go as it fits your schedule** We are meeting in-person and online every week. We offer an office environment for self-study, work and presentation/discussion (lightning talks). **Schedule:** * 10am open doors * 10am online video conference open [https://meet.in-berlin.de/fcc](https://meet.in-berlin.de/fcc) * optional, afternoon, around 1pm: 1h presentation session (if requested / offered) * 6pm or extended open-end **Open co-working / co-learning** work on the FreeCodeCamp curriculum or your own project. Vibe inside but vape outside. **Mutual exchange** and support is welcome. English and German, as needed. We have fast internet, chocolate bars, drinks and a nice atmosphere. :-) **Personal Consultation / Career advice** Bodo runs this meetup for many years. As a Senior Dev/DevOp he is open to giving guidance for your questions about career development. Book a free appointment (up to 60min) with him here: [https://calendar.app.google/yoZfVZR4D9zwt5in7](https://calendar.app.google/yoZfVZR4D9zwt5in7) **Code presentations on the projector** Everybody can participate. Show your code and present your project/problem. Get feedback or help and let others learn from you! You don't have to prepare a fancy presentation, show us what you're working on. Also in English or German, as you feel more comfortable. **Komm und gehe jederzeit. Zeitplan:** * 10:00 Uhr Öffnung vor Ort * 10:00 Uhr online room [https://meet.in-berlin.de/fcc](https://meet.in-berlin.de/fcc) * Nachmittag, ca 13 Uhr: optional 1 Std. Präsentation / Gruppen-Diskussion (nach Angebot/Bedarf) * 18:00 bzw. länger, open-end **Präsentationsrunde** nach Bedarf und Angebot am Nachmittag. Dort man kurz zeigen, woran man gerade arbeitet, eventuell Hilfe bekommen oder interessante Tool vorstellen. Du musst keine große Präsentation vorbereiten. Ebenfalls auf Englisch oder Deutsch, wie Du Dich wohl fühlst. **Gegenseitiger Austausch** und Unterstützung sind willkommen. Es wird Englisch und Deutsch gesprochen. **Persönliche Beratung / Karriereempfehlung** Bodo veranstaltet dieses Meetup seit vielen Jahren. Als Senior Dev/DevOp gibt er Dir auch persönliche Ratschläge für Karriere im 1:1 Gespräch. Reserviere Deinen kostenfreien Online-Videocall (bis zu 60min) hier: [https://calendar.app.google/yoZfVZR4D9zwt5in7](https://calendar.app.google/yoZfVZR4D9zwt5in7) **Tech & Buzz:** Claude Code, nodeJS, npm, nvm, TypeScript, JavaScript, Bootstrap, Tailwind, Bulma, React, Angular, NextJS, Vue, Nuxt, Docker, Container, Virtualization, Django, Codex, LLM, vibe coding, static site generation, OAuth2, Simple SAML, UX, UI, CMS, markdown, Hugo, Netlify, freeCodeCamp, Udemy, Community, Frontend Masters, Backend, SQL, noSQL, MySQL, Python, Linux, Development, git, Version Control, HTML, CSS, Open Source, Responsive Web design, Relational Database, API, Data Science, Machine Learning, Infosec, Cybersecurity, Big Data, AI, Artificial Intelligence, ChatGPT, Stable Diffusion, Data Structures, Data Mining, Ethical Hacking, OSI, Network Security, Julia, Deno, Test driven development, CI, continuous delivery, Deployment Pipe, Bash, devOps, Gitlab, GitHub, Jira, Cloud Computing, Azure, AWS, Apache Server, SSH, Algorithm optimization, SEO, C/C++, Mobile Apps, Apple iPhone, mac OS, Firefox, Chrome, Android, Programming Languages, Cryptography, Patching, Blockchain, DApp, Solidity, Analytics, geek, nerd, Neural Network, MongoDB, ExpressJS, Flutter, Go Lang, AJAX, OOP, UML Diagram, Computer Science, Engineering, Modell, View, Controller, Requirements, risks analysis, PKI, SSL, PGP Certs

** Hello Strangers! —** For all players and chess-curious folks out there who want to chill, make friends, and enjoy some chess: We are hosting a daily meetup in Mitte / Prenzlauerberg for all experience levels. It doesn't matter if you just watched the Queen's Gambit or if you have been playing regularly for a while. **Join us** — Daily from 7 pm till midnight. **Expected Behavior** — [Conduct](https://strangerchess.com/conduct/) **Pics** · [Instagram](https://www.instagram.com/strangerchess/) / **Chat** · [Telegram](https://t.me/strangerchess) / **Web** · [Strangerchess.com](https://strangerchess.com/) (No need to bring anything, boards, clocks, etc. are provided)

## Details It's the first nodeJS meetup for 2026, so reserve your spot and come enjoy an evening of nodeJS talks, pizza, drinks and fun! If anyone wants to present a talk please reach out via message. ### **Presentations ️** Talk One: Processing compute-intensive event-driven tasks in [Node.js](http://node.js/) By: Mohit Karekar In this talk, Mohit will share various ways to process compute-intensive tasks triggered via message brokers like Kafka, asynchronously in [Node.js.](http://node.js./) I’ll share how these approaches compare in terms of performance and some related experiments. Talk Two: The world of WorkFlows and Agents By: Yasser Fadl In this talk, Yasser will introduce modern workflow systems in nodeJS, how they work under the surface, and how AI Agents plugin to ecosystem. ### **Schedule ** 7:00 -> Doors Open 7:15 -> Intro by our amazing hosts at contentful 7:20 -> **First Talk** 7:50 -> Short Break 8:00 -> **Second Talk** 8:30 -> Pizza and Networking 9:40-> Doors close ### **Hosting ** Contentful has offered to host our meetup in their incredible event space in Berlin! This will also include pizza and drinks. I'm extremely grateful for their support and help bringing this meetup back! They are also [hiring](https://www.contentful.com/careers/), come meet some of the team and possibly get a sneak peak at their incredible office when you arrive. ### **Code of Conduct ** We follow the [Berlin Code of Conduct](https://berlincodeofconduct.org/) and expect every attendee to do the same. Let’s ensure a respectful, inclusive, and welcoming environment for all. Thanks and excited to meet you there

Join us for the LFDT Berlin Monthly Meetup, a relaxed gathering for those involved in or curious about Linux Foundation Decentralized Trust (LFDT). This is a space for open discussions, knowledge sharing, and networking among professionals working on decentralized technologies. Each month, we come together to share projects, discuss challenges, and exchange ideas on navigating the LFDT ecosystem. Whether you're looking for insights, solutions, or just good company, you'll find a supportive community eager to collaborate and help. There’s no formal agenda—just organic discussions on the latest developments, real-world applications, and ways to make decentralized trust more impactful. Whether you’re an industry expert or just starting out, you’re welcome to join us, contribute, or just listen in. Come grab a drink, meet like-minded people, and let’s build the future of decentralized trust together!

**THE EVENT IS AT FULL CAPACITY.** **Attendance is only possible if you signed up on our Luma event page and you received confirmation of attendance (not waitlisted).** This session is part of the Berlin Cybersecurity Social community’s monthly meetup, where security professionals, leaders, and enthusiasts come together to share knowledge and connect. So are you a cybersecurity professional looking to connect with like-minded professionals, share experiences, and make friends? Look no further! **Cyber Risk in Banking & Finance: Regulation, Reality, and Measurement (Roundtable & Lightning Talk)** ​Ever wondered what is really happening in banking and finance when it comes to cybersecurity regulation, risk, and board-level accountability? ​Join the Berlin Cybersecurity Social community at the **Deutsche Bank Berlin Technology Centre** for an evening focused on how cyber risk is understood, measured, and communicated inside some of the most highly regulated organisations in the world. ​This month’s edition brings together senior security leaders from banking and fintech sectors for an open discussion and lightning talk on cyber risk, decision-making, and operating security programs in complex, regulated environments. ​** Roundtable Discussion - 45 mins** ​The evening will open with a roundtable conversation featuring: * ​Deputy CISO from **Deutsche Bank** Carsten Fischer * ​CISO of **N26** Reinhold Wochner * ​CSO of **Upvest** Sebastien Jeanquier ​The discussion will explore how security leaders assess and manage risk, align cybersecurity with business priorities, and communicate effectively with executive leadership and boards. ​** Lightning Talk 1 - 30 Mins** ​**Cyber Risk Quantification: From Theory to Practice** **Dr. Sybe Izaak Rispens** ​Traditional cybersecurity metrics often fail to express risk in business terms. This session explores how cyber threats can be translated into financial impact using quantitative frameworks such as FAIR. Dr. Rispens will walk through practical steps including identifying critical assets, estimating loss event frequency and magnitude, and using simulations to support decision-making. ​Drawing on real-world experience from financial institutions, including leadership roles at **Klarna AB** and **Trade Republic Bank**, the talk shows how cyber risk quantification helps security teams prioritize investments, justify budgets at board level, and integrate cybersecurity into enterprise risk management. ​ ​** Lightning Talk 2 - 30 mins** **​Entropy and Empathy: Applying Technical Writing Principles to Cybersecurity** **Dustin Smith – DB Security Strategy and Frameworks** ​Despite significant investment in cybersecurity technologies, many successful cyber-attacks still originate from human behavior rather than technical failure. This talk explores why traditional, information-based security awareness programs often fail to translate into secure behavior, and why cybersecurity culture should be understood as a behavioral and organizational change, not just a compliance or training exercise. Drawing on insights from behavioral economics, psychology, and real-world breach data, it highlights how attackers exploit human decision-making habits and social dynamics, and why simply knowing the “right thing” is rarely enough. ​The presentation introduces a transformational approach to cybersecurity culture that focuses on shaping behavior, norms, and shared responsibility across the organization, especially under pressure and during incidents. It connects cybersecurity culture to cyber resilience, a critical concern for financial institutions, and examines how these challenges are amplified in the AI era, where attacks are faster, more convincing, and more personalized. The goal is to offer a practical, strategic perspective on how financial institutions can move beyond awareness and compliance toward sustainable, human-centered security. *** ​As always, expect thoughtful discussion, practical insights, and meaningful connections with peers from across the Berlin cybersecurity community. **About Berlin Cybersecurity Social:** This meetup is open to cybersecurity professionals of all levels, from beginners to experts. Whether you're a seasoned pro or just starting your journey in the field, this event is the perfect opportunity to connect with others who share your passion for cybersecurity.

Berlin is one of the most vibrant hubs for Ethereum builders, researchers, and advocates of privacy, decentralization, and open-source technology. We're excited to welcome you to the Berlin Ethereum Meetups in 2026! Join us as we explore new ideas, collaborate on projects, and grow our community! Our next meetup is open to all - from those new to Ethereum to long-standing community members and developers. ️ **Agenda** 6:30 - 6:40 pm - Arrivals 6:40 - 6:45 pm - Community Updates & Ecosystem News by Eniko (Ethereum Foundation) 6:45 - 6:55 pm - Funding the Ethereum kernel by Martin Hansen (Ethereum Foundation) 6:55 - 7:10 pm - Updates on the Ethereum state from the Ethereum Foundation R&D team - Speaker TBC 7:10 - 7:30 pm - Bridging Decentralized Web & Web3 with DWeb Camp and Internet Archive - Speaker TBC 7:30 pm - 9:00 pm - Open discussions and community networking Whether you’re here to learn, contribute, or simply connect, join us as we continue building the next chapter of Ethereum in Berlin. The talks will be recorded and uploaded to our [Youtube channel](https://www.youtube.com/@ethereumberlin). Subscribe to stay up to date! Apply to speak at our future meetups: [Speaker Application](https://forms.gle/5y9Y5ywZC7pSEqpV9)! The event is sponsored by [Gnosis](https://www.gnosis.io/). To learn more about Ethereum, go to [ethereum.org](http://ethereum.org/) (content available in many different languages).

We're excited to announce our first event for 2026! Join us for an evening of knowledge sharing, networking, and discussions on all things IT Security. Whether you’re a seasoned security professional or just starting out in the field, this is a great opportunity to connect with the community and learn from experts. **The Talks** * **[Virtual Keynote]** *Cybersecurity Changes I Expect in 2026* \- Daniel Miessler\, Founder of [Unsupervised Learning](https://newsletter.danielmiessler.com/) * *Atlas and the "Wimmelbild" - why resilience needs static AND dynamic frameworks* \- Xaver Schulze\, Cyber Security Officer \(ret\) at Bosch Connected Industry * *Stop Chasing CVEs* \- Nemo

Die zunehmende Vernetzung globaler Lieferketten bringt enorme Chancen, aber auch wachsende Risiken mit sich. Beim Event "Risk. Security. Quality. Tackling Challenges in Supply Chains" beleuchten wir aktuelle Herausforderungen, Best Practices und Strategien, um Lieferketten sicherer und resilienter zu machen. Freuen Sie sich auf einen entspannten Abend mit Expert:innen und ausreichend Gelegenheit, Ihr eigenes Netzwerk zu erweitern. ⏰ Wann? 26\. Februar 2026 Wo? adesso, Prinzenstraße 34, 10969 Berlin Agenda 17:00 Uhr – Einlass 17:30 Uhr – Grußwort von Gregor Böhme, Digitalexperte, adesso 17:40 Uhr – Fireside Chat mit Raoul Mancke, Nachhaltigkeitsexperte, Kiwa 18:00 Uhr – Fireside Chat mit Joachim Mohs, Cybersecurity-Experte, PwC Deutschland 18:20 Uhr – Keynote „Ecosystem of Trust: Neue Ansätze für mehr Sicherheit in Lieferketten“, Sebastian Britz, CEO Kevla 18:45 Uhr – Networking, Food & Drinks Bitte nutzen Sie die Anmeldung auf unserer Website unter: https://eu1.hubs.ly/H0qHZ9J0

Hello! I’m organising a coworking + socialising session for all of us who are working on projects (e.g. our own creations, freelance or remote work) but don't feel like sitting alone at home. To ensure that we have time for both socialising AND working, we will be using the so-called “Pomodoro” technique: **50 mins deep work** (silent), followed by **10 mins break** to socialise. And then repeat! You are welcome to join whatever your personal background is, and whatever project you are working on. I (the host) speak English and German, so either language is fine. ——————————————————- AGENDA: * **Short Intro** Tell us who you are and share something about what you will be working on today * **Pomodoro Session** \- 3x \(3h\) Each Pomodoro session consists of 50 mins focused “deep work” (no talking, no interruptions, **phones on silent mode**) -> then 10 mins break: a chance to share your progress with others -> Repeat * **15 mins Wrap Up** Celebrate what you achieved and get to know others ———— The location is **Espresso House near Checkpoint Charlie** (they have multiple outlets - so be sure to go to the correct one!) Wifi + power plugs are available - but best to bring a fully charged laptop, just in case You **do not** have to pay anything. But since we are using the café space, it is common courtesy to buy at least one drink (coffee costs roughly **4 Euros**).

**Week 6 Focus: Publishing Your Work** Each 7-week cycle focuses on a small, well-defined part of a larger system—and over time, these cycles build toward a complete, real-world project Feel free to join at any week and we will catch you up. There is no need to be at the beginning of the cohort to build. Complete beginners welcomed! By the End of a Full Cycle, You should Have A working project in your own GitHub repo A small but real portfolio piece you can demo or write about **Current Project** This cycle’s shared project is an **image-based knowledge extraction system**. In **Week 6**, we will finalizing and polishing your flashcard output: * Cleaning up ur pipeline and making it runnable end-to-end * Structuring your GitHub repository properly * Writing a clear README * Preparing a short project presentation/demo * Thinking about how to explain your technical decisions \*\*\* ** Who Is This For?** Beginners who learn best by doing — no prior experience needed Career switchers from product, engineering, design, marketing, or other fields who want to break into data Analysts, engineers, and PMs looking to sharpen their skills or build real-world projects Data professionals who want a creative playground outside of work Anyone with big questions and a love for learning through experimentation \*\*\* **BUILD. LEARN. EXPERIMENT. OVER COFFEE.** Come hang out, meet like-minded people, and work on something fun. Based in Berlin – in-person meetups only (for now!) Laptops + ☕ highly encouraged Join our Discord → [https://discord.gg/dPnmzcCP8w](https://discord.gg/dPnmzcCP8w) Check out our program resources: [Google Drive](https://drive.google.com/drive/folders/15DmZqD4bLBk2vU4zpvh1HiB3_5n09v-q?usp=sharing) \*\*\* ✨ Who’s Hosting? I’m Lindsey, a senior data scientist working on AI, causal inference, and data products. I’ve built models for fraud detection, uplift modeling, and LLM-based systems. I am always open to suggestion for different format for this meetup.

Thoughtworks is happy to host our friends from Philia. Philia is a community that endorses mutual support and sisterhood as a global empowerment network. We will come together for an evening full of new and positive connections: **Join us for an inspiring Women’s Empowerment Meetup! ** Connect with like-minded women, share your stories, and empower each other in a supportive and inclusive environment. This event is designed to foster connections, build confidence, and provide valuable insights for personal and professional growth. **What to Expect:** * **Engaging Discussions:** Participate in thought-provoking conversations on topics that matter to you. * **Networking Opportunities:** Meet and connect with women from diverse backgrounds. * **Empowerment Exercises:** Take part in activities designed to boost your confidence and self-awareness. **Prepare for the Meetup:** Before attending, we encourage you to complete the **[Energy Snapshot](https://wearephilia.com/)**[ ](https://wearephilia.com/)**[Exercise](https://wearephilia.com/)**. This exercise will help you gain deeper insights into your energy levels and prepare you for a more enriching experience at the event. **Learn More & Join Us Elsewhere:** To learn more about who we are, discover other upcoming events, and find out how you can get involved with our community, visit this page: **[Philia Meetups Overview](https://wearephilia.notion.site/Welcome-to-Philia-cfdfbff0725b421a9555bb2ae6f9dd20)** Don’t miss this opportunity to empower yourself and others in a dynamic and supportive setting. We look forward to seeing you there! If you wanna know more about this great community around The Philia Project, check out their [Meetup page here](https://www.meetup.com/de-DE/global-womens-empowerment-network/). \-\-\-\-\-\- **Code of Conduc**t We adhere to the [Berlin Code of Conduct](https://berlincodeofconduct.org/) to ensure a welcoming and respectful environment for all participants. The event space operates under largely compatible [Thoughtworks Meetups & Events CoC](https://www.thoughtworks.com/en-de/about-us/events/code-of-conduct-germany). **Accessibility** The Location is accessible for wheelchair users. This includes the entrance (no steps to get into the location), toilets and the stage.

**\*\*\*\* 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.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** *Spec-Driven Development with GitHub Spec-Kit: From Intent to Implementation* Spec-driven development flips the traditional workflow on its head: instead of code being the source of truth, the specification becomes the backbone of design, collaboration, and delivery. In this session, we’ll explore how GitHub Spec-Kit enables teams to treat specifications as first-class artifacts—living documents that drive architecture, implementation, and verification. You’ll learn how Spec-Kit helps teams clearly express intent using structured, version-controlled specs that live alongside code. We’ll walk through a practical workflow that starts with defining system behavior and constraints, then progressively refines those specs into testable, automatable outcomes. Along the way, we’ll show how specs can reduce ambiguity, improve cross-functional collaboration, and make design decisions explicit before a single line of production code is written. This talk will cover: --What spec-driven development is (and what it isn’t) --How GitHub Spec-Kit fits into modern developer workflows --Using specs to align product, engineering, and AI-assisted development --Real-world examples of turning specs into implementations with confidence Whether you’re building greenfield systems, integrating AI into your stack, or trying to reduce costly rework, spec-driven development offers a scalable way to move faster without sacrificing clarity. Attendees will leave with concrete patterns and a clear mental model for adopting GitHub Spec-Kit in their own projects. **YouTube Link** TBA

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

**Hello Columbus!** **The community is buzzing and growing well.** **We are thrilled to bring our third BrowserStack QA Meetup on March 12th!** We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss. **What to expect:** * **Connect:** Network with Columbus' top engineering and QA minds. * **Learn:** Real-world tactics and trends you can use immediately. * **Enjoy:** Food, drinks, and great community spirit. **Agenda** * **[Sam Gomez](https://www.linkedin.com/in/samueljgomez/)** is presenting "AI is more than LLMs: Choosing the right AI for your needs." **RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!** **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017 **Date & Time:** March 12, 6:00 PM **Stay Connected!** Want to continue the conversation beyond the meetup? Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!** [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW) **A Few Notes:** ✅ This is an **in-person event** ✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event. **TALK ABSTRACT:** AI is all the hype these days; however, despite (or maybe because of) the excitement around it, a high percentage of AI projects fail. Projects that are over budget, delayed, or that fail to scale past the POC phase are very common. In many of these scenarios, choosing the right approach can be as critical as the solution itself. Should you build a tailored machine learning model, leverage the power of large language models (LLMs), or integrate with AI copilots? Each option has unique strengths, trade-offs, and resource requirements, and the key to success lies in aligning your choice with your business goals and technical constraints. In this talk, we will go beyond the basic concepts and definitions to provide a practical guide that allows attendees to navigate these decisions through real-world case studies. We will examine scenarios in which different AI paradigms were chosen, discuss the factors that influenced those decisions, and outline the process for evaluating needs, constraints, and outcomes. From assessing data availability and team expertise to balancing cost and scalability, you'll gain insights into the critical considerations that guide the selection process. By the end of this session, you’ll have a clear process for determining whether machine learning, LLMs, or copilots are best suited to your AI challenges and understand the resources and strategies needed to bring your chosen solution to life. This talk is ideal for decision-makers, technical leads, and innovators seeking to demystify AI implementation and maximize the impact of their investments.

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas