Cloud Security

Can crime be predicted by algorithms? And if so, should we use them to prevent crimes from happening? This question has fueled many dystopian works of fiction, such as **Minority Report**, which imagines a technology capable of predicting crimes in precise detail and raises fundamental questions about free will and individual responsibility. **Person of Interest** explores a more realistic scenario, where machine learning and mass surveillance are used to identify high-risk individuals through the monitoring of communications. Many episodes of **Black Mirror** similarly examine the consequences of predictive technologies and their impact on privacy, liberty, and social control. A common theme emerges from these stories: such technologies are often portrayed not as tools of public safety, but as threats to freedom and democracy. Yet the idea is not purely fictional. While no system today can predict crimes with the certainty depicted in science fiction, predictive algorithms are already being used in various aspects of law enforcement and criminal justice. **COMPAS**, for example, has been used in American courts to estimate the likelihood that a defendant will reoffend. **Geolitica**, formerly known as **PredPol**, uses historical crime data to forecast crime hotspots and guide police deployment. More broadly, advances in artificial intelligence, big data, and digital surveillance continue to expand our ability to identify patterns in human behavior. Some even point to the Chinese **Social Credit System** as an example of how large-scale data collection can be used to monitor and influence citizens. Now that the technological capabilities have already been laid out, should we, as a society, pursue the endeavor of developing a predictive algorithm that would allow us to prevent crime? Or is there a moral imperative that prevents us from doing so? Join us as we debate whether predictive crime technology represents the future of public safety or the first step toward a surveillance dystopia. This debate will follow a British Parliamentary format with eight debaters split into **four teams of two.** Participants who wish to speak are highly encouraged to bring a paper and pen. You are welcome to participate even if you have no prior debating experience. We aim for debates that are respectful, constructive, and welcoming: * **Respect ideas and people** Listen actively, stay quiet while others speak, and debate arguments, not identities or beliefs. * **Be concise and civil** Keep questions short and relevant; avoid hostility, hate speech, or discrimination. * **Respect boundaries and time** No unwanted advances or suggestive behavior; arrive on time to avoid disrupting the debate. * **Follow moderators** They guide the discussion and ensure fairness.

The IO system in Linux has gone through many changes over the last decades. In this talk, we'll go through the history and the reasons why it evolved: what problems were solved, how, and where are we today? We will wrap it up by comparing the current state of IO in Linux, i.e. epoll and io_uring, and how this relates to the Rust ecosystem: while Tokio is the most famous asynchronous runtime and executor for Rust programs, there exists alternatives: for even better performance you might want to try an alternative runtime like [CompIO](https://compio.rs/). We will go through some examples, and relate the performance optimizations to the choices it makes on how it does IO. Will be presented by [Koen](https://www.linkedin.com/in/koen-de-keyser/) from DoubleVerify.

You can now join us for some friendly Badminton games on Wednesdays too! All levels welcome! IMPORTANT: in order to secure your place you’ll need to both book a spot on Meetup AND pay €8 by Sunday 18h00. This is to make sure we can cancel courts if demand isn’t there, and make sure we’re being fair to people on the waiting list. Refunds will only be possible after Monday AM if another player is definitely able to take your spot Always worth joining our Whatsapp group as well for faster, often better, updates: https://chat.whatsapp.com/FTipqtyIwcZLThbw8KpQtZ?mode=gi_t

EN (FR en bas): We're still accepting people in our classes. Join us!​ -step 1: Book here! -> [https://www.danceproject.be/reservations.html](https://www.danceproject.be/reservations.html) -step 2: Show up! [Schedule](https://www.danceproject.be/classes.html#schedule) Fees : [All info on trials, packs, subscriptions here](https://www.danceproject.be/classes.html#fees) Locations: -Parc du Cinquantenaire, Brussels Metro/Tram: Mérode Salsa, Bachata, Lindy Hop, Forró Intro - 1: From base to the dancefloor! When you come for the first time we go over the base & rhythm with you. Then you are included in the group and everybody learns the same new steps for which you just need the base. Practice makes perfect: just relax and enjoy Salsa, Bachata, Lindy Hop and/or Forró! Our group is very welcoming and looking forward to meet new dancers! Salsa, Bachata, Lindy Hop, Forró Roots I - 2: Ready to go deeper on Salsa, Bachata, Lindy Hop &/or Forró? Let's go! [https://www.danceproject.be/classes.html#improvers](https://www.danceproject.be/classes.html#improvers) Salsa, Forró Roots II - 3: Looking for #SalsaChallenge? Already familiar with Forró Root? We've got your back! [https://www.danceproject.be/classes.html#intermediates](https://www.danceproject.be/classes.html#intermediates) More info: -Web: [https://www.danceproject.be](https://www.danceproject.be) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project) \-\-\-\-\- FR: Nous acceptons encore de nouvelles personnes dans nos cours. Rejoins-nous ! -1ère pas : Fait ta réservation ! -> [https://www.danceproject.be/reservation.html](https://www.danceproject.be/reservation.html) -2ème pas : Vient danser ! [Horaire](https://www.danceproject.be/cours.html#horaire) Les prix : [Toutes les infos sur les essais, packs, abonnements ici](https://www.danceproject.be/cours.html#prix) Endroits : -Parc du Cinquantenaire, Brussels Metro/Tram: Mérode Salsa, Bachata, Lindy Hop, Forró Intro - 1 : De la base à la piste de danse ! Lorsque tu nous rejoins on voit la base et le rythme avec toi. Ensuite, tu es inclus dans le groupe et tout le monde apprend les mêmes pas pour lesquelles tu as juste besoin de la base. C'est en forgeant qu'on devient forgeron : détend-toi et profite la Salsa, de la Bachata, du Lindy Hop et/ou du Forró ! Notre groupe est très accueillant et a hâte de rencontrer de nouveaux danseurs ! Salsa, Bachata, Lindy Hop, Forró Roots I - 2 : Prêt à approfondir la Salsa, la Bachata, le Lindy Hop &/ou le Forró ? Allons-y! [https://www.danceproject.be/cours.html#inities](https://www.danceproject.be/cours.html#inities) Salsa, Forró Roots II - 3 : Tu cherches #DefiSalsa ? Tu connais déjà Forró Roots ? Nous sommes là pour toi ! [https://www.danceproject.be/cours.html#intermediaires](https://www.danceproject.be/cours.html#intermediaires) Plus d’info: -Web: [https://www.danceproject.be/fr.html](https://www.danceproject.be/fr.html) -Whatsapp: +32 493 16 41 10 -Mail: brussels.salsa.project@gmail.com -[Facebook](https://facebook.com/brussels.salsa.project) -[Instagram](https://instagram.com/brussels.salsa.project)

Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at 10:00 on Wednesday morning. Be it a book, essay, dissertation, article or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done. SCHEDULE: 10:00 - SESSION: quick intros. 10:15 - timer starts: write for 1 hour. 11:15 - (the end) check in.

Hosted by Maddie Corley (Madelinksi) - 10€ at the door (cash or IBAN okay)! Do you write poetry? Have a thing for melodies? Play an instrument? Are you stuck in your writing process? Or you have something you want to share? Well, then this space is a great fit for you. You are welcome to our bi-monthly songwriting group designed for artists who want to create, explore, and grow in a supportive environment. Whether you’re just starting or already writing, this is a space to connect with other musicians and share your work in a safe and constructive environment. **What you’ll gain:** * A community of like-minded artists * The opportunity to share your art * Constructive and critical feedback *** #

Join us for a full day of collaborative work at HSBXL! This event is open to everyone who enjoys working in a community environment, whether you're advancing on business ventures, freelance projects, or creative endeavors. Bring your laptops, your enthusiasm, and your projects to collaborate, learn, and share in the main room of our spacious hackerspace. During this **8-hour co-working event**, you'll have the opportunity to work on your project, ask for feedback, offer help to others, and if you wish, share your achievements at the end of the day. **Please Note**: While HSBXL has multiple rooms for various purposes, this coworking event is taking place in the main room. It's important to note that online meetings should be avoided during this event to prevent noise disturbance and to maintain a conducive work environment for everyone. \#\#\# What the day will look like: 1\. Introduction and setting up: Find a comfortable spot in the main room\, set up your workspace and grab a Club Mate\, soft drink\, or a coffee to get your day started\. 2\. Work Session: Dive into your project\, seek assistance\, and collaborate with others\. 3\. Sharing Session: Optional\, but encouraged\! Share what you've worked on\, your challenges\, and triumphs\. \#\#\# How to get to HSBXL: HSBXL is located in Brussels. For detailed instructions on how to get to the hackerspace, please visit [here](https://hsbxl.be/enter/). If you encounter any issues while trying to get in, you can contact us at +32 28804004. Please note that the phone is inside the space. Alternatively, you can also reach out to us in our [Matrix chatroom](https://matrix.to/#/#hsbxl:matrix.org). \#\#\# Requirements Please bring your laptop, and if you have, an extension cord. The space has WiFi, but having your own internet backup solution can also be useful. Join us at this **8-hour co-working day** in the main room of HSBXL, and we hope you'll have made progress on your projects, learned something new, and most importantly, enjoyed the power of community collaboration. Whether you're a freelancer, entrepreneur, or creative, we welcome you to this day of productivity, sharing, and collaboration.

This workshop series is a **follow-up to the ESP32 Robotics workshop**, but with a different concept. Here, there will be no subject set in advance, instead **all participants are welcome to join at any point and at any level, from beginner to expert**. Beginners will be guided though the basics (C programming, how to use measurement tools, soldering, PCB design, etc…) and can get advice on what tools and kits to start with, others can come with their own projects to get help or share some knowledge. ## Requirements * Bring your own laptop (Windows, Linux or Mac) * Any microcontroller/dev kit to develop your project(s). If you are a beginner and don’t know what to buy, come and we’ll find the best starter kit for you ! * A strong desire to learn stuff, good mood and some patience !

Got clothes you no longer wear? Join us for a fun and sustainable clothes swap in Park Royal! Bring along clothes you are ready to part with and trade them with some new treasures. Please make sure you only bring clothes that is: - washed - undamaged - and that you don't mind trading 1-to-1 against another item. See you there!

**Get your tickets here: https://www.sundayvacations.com/event-list** **Waterfalls, Panoramic Viewpoints & Hidden Ardennes Treasures** **Escape Brussels and discover one of the most spectacular hiking routes in Belgium.** Join Sunday Vacations for a full-day hiking adventure through the legendary Ninglinspo Valley, often considered one of the most beautiful natural areas in Belgium. Expect cascading waterfalls, crystal-clear river pools, dramatic forest trails, panoramic viewpoints, rugged Ardennes landscapes, and plenty of opportunities to connect with fellow explorers. This is not a casual stroll. It's a rewarding and sporty hike designed for people who love nature, movement, and discovering extraordinary places alongside a welcoming international community. Whether you're new to Brussels, an expat looking to meet like-minded people, or simply searching for an unforgettable Sunday outdoors, this hike offers the perfect mix of adventure, scenery, and connection. **🌿 Curated Experience** **Experience Overview** The Ninglinspo is Belgium's only mountain river, carving its way through a wild valley filled with waterfalls, natural pools, wooden footbridges, rocky trails, and breathtaking viewpoints. Throughout the day, we'll follow the river upstream, climb towards spectacular panoramas overlooking the Ardennes, discover historic landmarks including the ruins of a medieval castle, and enjoy some of the most photogenic landscapes Belgium has to offer. Along the way, we'll share conversations, picnic together, and create new memories with a community of international professionals, expats, locals, and outdoor enthusiasts. People often join these experiences not only for the destination but for the people they meet along the way. Community and meaningful social connection remain among the strongest motivations for joining outdoor events. **Highlights** ✨ The famous Ninglinspo waterfalls ✨ Belgium's only mountain river ✨ Natural pools and forest streams ✨ Panoramic viewpoints over the Amblève Valley ✨ The spectacular Drouet viewpoint ✨ The historic ruins of Château de Montjardin ✨ Dense Ardennes forests ✨ Scenic wooden bridges and rocky paths ✨ Community picnic surrounded by nature ✨ International and welcoming atmosphere ✨ Perfect for solo joiners ✨ Nearly 19 km of adventure **Plan / Itinerary** **07:45 – Meet at Brussels Central Station** Meet the group, collect train tickets if applicable, and start the journey together. **10:00 – Arrival in Aywaille** Short coffee stop and welcome briefing. **10:10 – Start of the Hike** Distance: 18.9 km Difficulty: Moderate to Sporty Elevation: Approx. 600m+ Expected hiking time: 5.5 to 6.5 hours **Stage 1: The Ninglinspo Valley** We begin by following the famous Ninglinspo River through one of Belgium's most spectacular natural landscapes. Expect: \*Cascading waterfalls * Crystal-clear pools \*Wooden bridges * Rocky river crossings \*Moss-covered forest scenery This section feels surprisingly wild and is one of the most photographed hiking areas in the country. **Stage 2: The Drouet Panorama** After a rewarding climb, we'll reach one of the highlights of the day. From the Drouet viewpoint, the Ardennes unfold beneath us with stunning views across forests, valleys, and rolling hills. A perfect moment for photos and a well-earned break. **Stage 3: Château de Montjardin** Continuing along scenic trails, we'll reach the remains of the medieval Château de Montjardin. Surrounded by forest and history, this hidden site offers a glimpse into the region's past and provides a unique atmosphere rarely found on Belgian hikes. **Stage 4: Picnic in Nature** We'll stop for a relaxed picnic lunch at one of the scenic viewpoints or forest clearings along the route. Bring your own lunch and enjoy the views while getting to know fellow participants. **Stage 5: Return Through the Ardennes** Our return route follows the valley back towards Aywaille, with small variations where possible to discover additional viewpoints and quieter sections of trail. The afternoon light often transforms the valley, creating entirely different perspectives from those seen in the morning. **17:00 – Return to Aywaille** Optional social stop on a terrace for drinks and well-deserved relaxation. **17:55 – Return Train to Brussels** Expected arrival in Brussels early evening. **Meeting Point** 📍 Brussels Central Station Exact meeting location shared with registered participants. Participants are welcome to join directly in Aywaille if preferred. **Price / Contribution** **Sunday Vacations Community Contribution** Explorer Members: €5, Voyager and Ambassadors free Contribution includes: * Event organisation \*Volunteer coordination * Route planning \*Community hosting Not included: * Train tickets \*Food and drinks * Personal expenses \*Optional purchases during the day VAT not applicable – small business exemption scheme, Article 56bis Belgian VAT Code. **Membership** Become part of the Sunday Vacations community: **Explorer** €5/year **Voyager** €50/year **Ambassador** €150/year Members enjoy discounted event pricing and access to a growing network of international professionals, adventurers, and explorers. **Who This Is For** ✅ Nature lovers ✅ Hikers looking for a challenge ✅ Expats and international professionals ✅ Solo joiners ✅ Weekend adventurers ✅ Photography enthusiasts ✅ People looking to meet new friends This hike is suitable for participants with a reasonable fitness level and comfortable walking on uneven terrain. **What To Bring** \*Hiking shoes or trail shoes * Weather-appropriate clothing \*Rain jacket * Packed lunch \*Snacks * At least 1.5 litres of water \*Power bank (optional) * Small backpack \*Camera or phone for photos **Important Notes** \*This is a sporty hike with significant elevation gain. * Trails may be muddy and slippery in wet weather. \*The itinerary may be adjusted according to weather or trail conditions. * Participants join at their own responsibility and should ensure they are physically able to complete the route. \*Solo participants are warmly welcomed. * Respect for nature and fellow participants is expected throughout the day. **Legal Disclaimer** Sunday Vacations is a community organiser operated by UJAMAA ASBL and is not acting as a travel agency. Participants remain responsible for their own transport tickets, meals, personal equipment, travel arrangements, and personal expenses unless explicitly stated otherwise. Activities are organised by volunteers and covered under the COCOF volunteer insurance framework. **Call To Action** 🌲 Ready to discover Belgium's most beautiful river valley? Join us for a day of waterfalls, panoramic viewpoints, forest trails, meaningful conversations, and unforgettable Ardennes scenery. Come for the landscapes. Stay for the people. **Reserve your place and explore the wild side of Belgium with Sunday Vacations.**

**Join us for a relaxed Sunday morning meetup at Caffè Leopold in Porte de Namur!** We’ll meet from 11:30 to 13:30 to enjoy coffee, brunch, and easy conversations in a friendly atmosphere. It’s a great opportunity to meet new people, practice English or French, and spend a nice Sunday morning together. Everyone is welcome — whether you come alone or with a friend. Just bring your good mood and be open to meeting others 😊 After the meetup, for those who want, we can also continue with lunch in a nearby place 🍽️ **📍 Location: Caffè Leopold, Porte de Namur** **https://maps.app.goo.gl/UvTUU1H59J4yatS86** **🕦 Time: Sunday, 11:30–13:30** **☕ What to expect: Coffee, casual conversations, friendly people, and a relaxed Sunday vibe.** Join the WhatApp group: [https://chat.whatsapp.com/EimXMXyRBjo7PfHRoVc1j7](https://chat.whatsapp.com/EimXMXyRBjo7PfHRoVc1j7) Personal number: 0471695419

Please [register yourself on the website ](https://api.leadconnectorhq.com/widget/booking/7QLiiTnqLMxNg6Bdm5Bm)to receive the details of how to join. This powerful healing technique removes the negative energies and blockages to then nbe replaced by life energy or prana. Organized by Juliana Cruz, a Pranic Healing practitioner for over 10 years. These donation-based sessions are in a group session, done by different practitioners who have learned Pranic Healing. The sessions take from 20 to 30 minutes. * **Sunday** **From 11:30 to 12:50** 20 - 30 min session per person First-come, first-served. This practice comes after a meditation (from 10:30 to 11:30) to receive and share energies of loving-kindness to the entire Earth. You can join by [registering yourself here](https://api.leadconnectorhq.com/widget/booking/j5YTbU6YaGLgGOXyvMNn). With love, Juliana

Title: Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI Register at the Columbus AWS meetup: [https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/](https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/) Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **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

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

Please see below for this event's description. **Visit our [Eventbrite page](https://www.eventbrite.ca/e/owasp-toronto-june-2026-tickets-1991326120030?aff=oddtdtcreator) to RSVP!** **Hybrid event:** * In-person: Security Compass, 325 Front Street West, Unit 103, Toronto, ON M5V 2Y1 * Livestream: https://www.youtube.com/watch?v=H5aZ_CwYEus Doors open at 6:00 PM. Presentation/livestream starts at 6:30 PM **Description:** AI split AppSec into two attack surfaces: your code, and the code factory that produces it—coding agents, the models and MCP tools they call, the developer environment itself. With exploits now landing in under ten hours and vulnerabilities shipping from more authors than ever, this talk lays out a staged path to a "Mythos-ready" program—reprioritizing around reachable risk, accelerating remediation, and securing the AI-SDLC—and argues security should stop filing tickets and start shipping fixes.

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **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

On Thursday, June 18, 2026, we will meet in the 700N Conference Room at 700 N Hurstbourne Pkwy for a special Louisville .NET Meetup as we host **Microsoft Build //localhost:louisville**. Doors open at 6:00 p.m., and the presentation will begin promptly at 6:30 p.m. TEKsystems will provide food, so please RSVP to help us plan appropriately. The session will also be streamed at **[https://twitch.tv/TaleLearnCode](https://twitch.tv/TaleLearnCode)**. This month, we’ll dive into the most important announcements from **Microsoft Build 2026**. Chad Green will present a curated, developer‑focused walkthrough of the new capabilities across .NET, Azure, AI, developer tooling, and platform updates. We’ll explore what these announcements mean for architects and developers, how they fit into real‑world solutions, and which changes you can start applying immediately in your projects. **Important:** To participate fully, please RSVP in **both** places: * **Louisville .NET Meetup** (this page) * **Microsoft Build //localhost:louisville registration**: [https://developer.microsoft.com/en-us/reactor/events/27112/](https://developer.microsoft.com/en-us/reactor/events/27112/) After the session, we’ll head to Brick House Tavern to continue the conversation over food and drinks.

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!