Videography

Join our in-person meetup on April 24th to hear talks from experts on cutting-edge topics across AI, ML, and computer vision. **[Register to reserve your seat.](https://voxel51.com/events/berlin-ai-ml-and-computer-vision-meetup-april-24-2026)** Space is limited! **Date, Time and Location** Apr 24, 2026 5:30 PM - 8:30 PM [MotionLab](https://motionlab.berlin/) Bouchéstraße 12/Halle 20 12435 Berlin **Kaputt: A Large-Scale Dataset for Visual Defect Detection** We present a novel large-scale dataset for defect detection in a logistics setting. Recent work on industrial anomaly detection has primarily focused on manufacturing scenarios with highly controlled poses and a limited number of object categories. Existing benchmarks like MVTec-AD (Bergmann et al., 2021) and VisA (Zou et al., 2022) have reached saturation, with state-of-the-art methods achieving up to 99.9% AUROC scores. In contrast to manufacturing, anomaly detection in retail logistics faces new challenges, particularly in the diversity and variability of object pose and appearance. Leading anomaly detection methods fall short when applied to this new setting. To bridge this gap, we introduce a new benchmark that overcomes the current limitations of existing datasets. With over 230,000 images (and more than 29,000 defective instances), it is 40 times larger than MVTec and contains more than 48,000 distinct objects. To validate the difficulty of the problem, we conduct an extensive evaluation of multiple state-of-the-art anomaly detection methods, demonstrating that they do not surpass 56.96% AUROC on our dataset. Further qualitative analysis confirms that existing methods struggle to leverage normal samples under heavy pose and appearance variation. With our large-scale dataset, we set a new benchmark and encourage future research towards solving this challenging problem in retail logistics anomaly detection. The dataset is available for download under [https://www.kaputt-dataset.com](https://www.kaputt-dataset.com). *About the Speaker* [Sebastian Höfer](https://www.linkedin.com/in/sebastian-h%C3%B6fer-891178121/) is an Applied Science Manager at Amazon Fulfillment Technologies & Robotics, leading machine learning and computer vision research for large-scale robotics and warehouse automation. He received his PhD from the Robotics & Biology Lab at TU Berlin, focusing on Sim2Real transfer and robotic perception. His recent work, “Kaputt: A Large-Scale Dataset for Visual Defect Detection” (ICCV 2025) [37], established a major benchmark for industrial anomaly detection, reflecting his expertise at the intersection of academic research and real-world deployment. **Data Foundations for Vision-Language-Action Models** Model architectures get the papers, but data decides whether robots actually work. This talk introduces VLAs from a data-centric perspective: what makes robot datasets fundamentally different from image classification or video understanding, how the field is organizing its data (Open X-Embodiment, LeRobot, RLDS), and what evaluation benchmarks actually measure. We'll examine the unique challenges such as temporal structure, proprioceptive signals, and heterogeneity in embodiment, and discuss why addressing them matters more than the next architectural innovation. *About the Speaker* [Harpreet Sahota](https://www.linkedin.com/in/harpreetsahota204/) is a hacker-in-residence and machine learning engineer with a passion for deep learning and generative AI. He’s got a deep interest in VLMs, Visual Agents, Document AI, and Physical AI. **Most AI Agents Are Broken. Let’s Fix That** AI agents are having a moment, but most of them are little more than fragile prototypes that break under pressure. Together, we’ll explore why so many agentic systems fail in practice, and how to fix that with real engineering principles. In this talk, you’ll learn how to build agents that are modular, observable, and ready for production. If you’re tired of shiny agent demos that don't deliver, this talk is your blueprint for building agents that actually work. *About the Speaker* [Bilge Yücel](https://www.linkedin.com/in/bilge-yucel/) is a Senior Developer Relations Engineer at deepset, helping developers build agentic AI apps with Haystack. Passionate about AI, she makes complex concepts approachable through hands-on tutorials, both online and at real-life events. **Operationalizing Computer Vision for Overhead Lines: Beyond the Demo** At first glance, visual inspection of high-voltage power lines seems straightforward: collect imagery, run one or two AI models, and report the findings. In practice, moving beyond a proof of concept reveals a range of issues that can make or break a campaign. Common concerns include data quality and coverage, scarcity of the most relevant cases and abundance everywhere else, variations in pylon geometry and asset types across regions, calibration and GIS alignment challenges, and a long tail of edge cases that emerge in real-world operations. This talk introduces Siemens Energy’s end-to-end overhead line inspection solution and shares key learnings from inspecting more than 10,000 km of power lines for real customers across several continents. We will show how raw 2D/3D data is transformed into structured information, delivering insights into asset inventory as well as defects, and supporting maintenance and planning decisions for critical infrastructure. The focus is on the combination of algorithmic building blocks and scalable processing, designed for robustness and consistency at scale, where even low error rates can become operationally significant. *About the Speaker* [Stefan Wakolbinger](https://www.linkedin.com/in/stefan-wakolbinger-aa0ba874/) is the Development Team Lead for AI & Analytics at SIEAERO, Siemens Energy's digital powerline inspection service. He leads the development of cutting-edge AI and analytics solutions that transform aerial powerline inspection through multi-sensor technology. His team creates digital twins of powerline infrastructure, automates fault detection, and monitors vegetation management—making powerline inspection safer, more precise, and more efficient. Stefan has been driving innovation in this role since September 2022. **Search your video library like a database** Drop in YouTube URLs or upload files and query content four ways: exact keyword matching, semantic search across transcripts, visual scene search via SigLIP2, and LLM-generated answers that synthesise across segments. [Paras Mehta](https://www.linkedin.com/in/pmehtaeu/) is a Berlin-based AI engineer and CTO/co-founder of Sylby, a language learning app he built from scratch, reaching 10,000 users and raising €350K. Previously: data scientist at Motionlogic, senior software engineer at Volkswagen, a PhD from Freie Universität Berlin, and a visiting stint at Cambridge. He now works as an AI engineer at HPI's AI Service Centre.

A space for working on projects & learning new stuff together. 💻☕️ Please RSVP if you intend to join, as we have limited space. 😊

Die Kunst der HANDS-ON ASSISTS | Community Work Workshop — ein selbstorganisierter Workshop für Yogalehrer — kein Frontalunterricht — nur eigenes Erfahren, gemeinsames Üben, konstruktivem Feedback, Üben, Kommunikation Ein praxisorientierter Workshop, der dir viel Sicherheit bei Yoga Adjustments vermittelt, weil du übst und nicht aus der Übung kommst. Dein Schüler spürt deinen Sicherheit sehr genau. Nur dann kann er sich voll auf dein Assist einlassen und davon profitieren. Inhalte — Austausch von unterschiedlichen Techniken — Vergleich der Techniken — praxisorientiertes Pro- und Kontra — Sicherheit beim Hands-On-Assist — Feedback deines Schüler — HANDS-OFF ASSISTS: arbeite verbal mit der Vorstellungskraft des Schülers — HANDS-OFF (almost) ASSISTS: taktile Reize — HANDS-OFF ASSISTS: Druck im Gegendruck/Schub zu erzeugen — Berücksichtigen der individuellen, altersrelevanten, religionsbedingten, körperlichen Privatsphäre Yogalehrer jeder Tradition profitieren von diesem kostenlosen Workshop. Preis: kostenlos, wir freuen uns über eine Teespende Anmeldung: yogaatlobe@gmail.com oder komme einfach vorbei. Wann: Jeden 2. Freitag im Monat, 18 Uhr Leitung: Yoga Makes Me Happy - Christina Metzler ***Filmen und Fotografieren ist erlaubt für eure eigenen Lernzwecke und empfehle ich sehr!***

**Berlin's oldest comedy show where your problems become the punchlines. Real problems. Bad advice. Great comedy. Now in Friedrichshain too!** **A fast-paced showcase where comedians turn your anonymous problems into punchy on-stage therapy** Write down anything you want - from dating disasters to existential crisis & watch comedians solve it in the craziest way possible. ❗️**You stay anonymous, and we won't talk to you unless you want us to!** Perfect for introverts, overthinkers, and anyone who needs a laugh **Doors 20:00 \| Show 20:30** * Stand-up comedy + live "therapy" * Different lineup + new problems every show * A cosy, intimate vibe in Friedrichshain Every show is a fresh combo of stand-up brought by the guest comedian and advice from the host **Lena Stolby** — she's Russian, so she really knows about problems! & **THIS IS A PAID WHAT YOU CAN EVENT** We have been running solely thanks tolthe support of the audience. **Suggested contribution: €15** standard / **€12** reduced (student, unemployed)

* German below -
Please bring clean indoor shoes with you to the location <3 The event fee varies between 5 to 10 Euros. 

Hey You!
On Friday I will teach you a few basic steps of shuffling. We will break down the steps, in your time, in your style.
We will explore your own flow of your body to different kinds of music and how we can use it in shuffling. I want to create a safe space for everyone who is just starting their shuffle journey or is already on the path. 

Address:
Milastraße 4
10437 Berlin
“Aziza-tanzt Tanzschule” 

Hallo Du!
Diesen Freitag möchte ich Dir ein paar Basic-Schritte vom Shufflen zeigen. Wir werden die Schritte langsam durchgehen, in deiner Zeit, in deinem Tempo.
Wir werden den eigenen Flow entdecken und wie Du deinen Körper zu verschiedner Musik im Shufflen integrieren kannst.
Ich möchte für jede Person einen Safe-Space erschaffen, egal ob Du ganz Neu bist oder schon etwas gelernt hast. 

Adresse:
Milastraße 4
10437 Berlin
“Aziza-tanzt Tanzschule”

Welcome to "Challenge Accepted," the monthly head-to-head-to-head battle of some of the best improvisers in Berlin! This time, the points are *serious*. The winner not only gets the Improv Challenge Cup, but is invited to defend their crown at the next Challenge! Our next show features: Summer Banks (Rollercoasters, Some Nerve) Joanna Jourdan (Drunk Classics, The Marbelles) Aaron Wallace (Nearly Terminal, The Buckingham) Expect ridiculous characters, hilarious scenes and funny songs, all made up on the spot! Doors: 19:30, Show: 20:00 Advance tickets: https://www.improvworksberlin.com/shows "A shameless ripoff of Make Some Noise on [Dropout.tv](http://Dropout.tv)" - Sam Reich\* "You should definitely subscribe to [Dropout.tv](http://Dropout.tv)" - Andrew Rae, hoping not to get sued \* not Sam Reich

We are excited to welcome our guest teacher, [Leticia Quirós](https://www.instagram.com/retaleh_/), again, who will be leading a new, incredible workshop! **Are you interested in exploring the body from a creative, symbolic and free perspective?** In this collage workshop, we will explore the theme of bodies as a space for expression, identity and transformation. Through cutting, layering and composition, we will create images that redefine our understanding of what a body is and what parts make it up. A workshop open to experimentation and play, so that the images have texture and a visual narrative. No previous experience is necessary. The only rule is that there are no rules. Come and be surprised by the papers, textures and creative power of your hands. **Details** * When: Friday, **24.04** from 6 PM to 8 PM. * Cost: €25 with **all materials included** (but feel free to bring magazines, flyers, newspapers or whatever material you would like to use during the workshop). * Location: Berlin Art Club, Friedrichshain. * Sign up: Please send us an e-mail to hola.berlinartclub@gmail.com. We will be waiting for you with something to drink and snacks to enjoy a relaxed evening together :) *Don’t forget to invite your friends!* Lu, Leti and the BAC.

Curious what we do? Check our [Instagram](https://www.instagram.com/filmmakersandmovienerds/) ♥️ Would you like to meet some like-minded filmmakers? Start a project? Or do you need help with a movie you are currently working on? Are you new in the city and you'd like to meet people tinkering with movies? **Then you should join us!** We meet every Sunday. It’s important to us that we get to know each other in person. To create a community of connected people, work, learn and grow together. For film making you need a crew of reliable people with a positive can-do-attitude. This is the place to find them. Together, we will talk about these topics: * What you are currently working on * What you need help with * What would you like to help with * What you you would like to learn This is event is great for: * filmmakers * movie nerds * writers * camera operators * editors * actors * sound recorders * composers * gaffers * producers We are limiting the amount of people, so we can have a structured introduction and discussion. After that we get together loosely with some drinks and chats. And then we mostly go for dinner with a couple of us. **Important information**: *To sustain and grow this amazing community, we started a member contribution that is due every month. The money we collect is used solely for the purpose of the community. Of course you can come once or twice without contributing to check us out!*

Philosophy Discussion Meetup – Exploring Life’s Big Questions Through Books Join us for an open and friendly philosophy meetup where we explore life’s deepest questions through thoughtful conversation, shared reading, and discussion. Each participant is welcome to bring a book they are currently reading and share interesting ideas or questions from it. One of our main reference books is Sophie's World, which we often use as a starting point for discussion. 🗓 What to Expect Each meeting follows a relaxed and engaging format: Welcome & Introductions (10 minutes) Brief introductions and sharing what everyone is reading. Book & Topic Sharing (20 minutes) Participants present a short passage, idea, or question from their book. Group Discussion (45–60 minutes) Open discussion based on the shared material, often inspired by Sophie's World and related philosophical themes. Wrap-Up & Social Time (15 minutes) Final reflections and informal conversation. No prior philosophy background is required—curiosity and openness are enough. 🎒 What to Bring Please bring: A book you are currently reading (optional but encouraged) One or two questions or ideas from your book A notebook and pen (optional) If you don’t have a book, you are still very welcome to join and participate. 📍 How to Find Us We meet at: Milchkaffee Kirchstraße 5, 12555, · Berlin, DE Look for a group with books and notebooks on the table Please arrive at least at max 15 min late. The Café will take the empty seats of our table after that. So if you arrive after that, you might not have a place to sit. 🤝 Group Values Respectful and open discussion No judging or “winning” arguments Everyone gets a chance to speak Different viewpoints are welcome Curiosity over certainty Whether you are new to philosophy or a long-time reader, this group offers a supportive space to think together and learn from one another. We look forward to reading, questioning, and reflecting with you.

Hallo zusammen! In Rahmen der PAKD Gallery Kurse bieten wir euch einen Zeichenkurs an. Wenn Ihr Zeichnen liebt und eure Fähigkeiten weiterentwickeln möchtet, dann seid Ihr hier genau richtig. In diesem Video erzähle ich euch von meinem Kurs für realistisches Zeichnen mit Bleistift - und wie er Eure künstlerische Arbeit auf ein neues Level bringen kann. Hattest Du schon immer das Gefühl, zeichnen können zu wollen - Dir fehlt aber die richtige Anleitung? In diesem Kurs lernst Du realistisches Zeichnen mit Bleistift, einfach, verständlich und Schritt für Schritt: • Korrekte Perspektive • Licht und Schatten • Materialdarstellung wie Glas, Keramik, Stoff, Metall Der Kurs ist perfekt für Anfänger und für alle, die ihre Fähigkeiten verbessern möchten. Wenn dieses Video Eure Leidenschaft für das Zeichnen mit Bleistift geweckt hat, dann schickt mir einfach eine E-Mail und lasst uns gemeinsam eure Reise in die Welt des realistischen Zeichnens mit Bleistift beginnen. Kleiner Kurs, große Wirkung. Maximal 12 Teilnehmer\*innen! Anmeldung: [kifan@pakd-gallery.com](mailto:kifan@pakd-gallery.com) Sichere dir deinen Platz, bevor alles ausgebucht ist. Samstag 11:00 - 14:00 Uhr. 25€ für eine einzelne 3- stündige Einheit 200€ für ein 10er-Paket, flexibles einlösbar.

1.5-Hour Sgraffito Workshop Discover the decorative technique of sgraffito in this focused one-and-a-half-hour ceramic workshop. Working on prepared clay tiles, you’ll use underglazes and carving tools to create layered designs by scratching through the surface to reveal the clay beneath. This session is perfect for beginners and anyone curious about surface decoration. You’ll explore line, pattern, and contrast while learning how this traditional technique can create bold, graphic results. All materials are included: Prepared clay tiles Underglazes Tools and aprons After the workshop, your pieces will be clear glazed and fired by Clayground. They will be ready to collect approximately two weeks later. A relaxed, creative hour to experiment with surface and leave with something uniquely yours. **Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)

**Embodied Consent** mit **Kuem** für **LGBTIQA+** Kostenlos mit **[Anmeldung](https://wearevillage.org/shop/embodied-consent/w17-2026-2/)** **Lernen über Grenzen und Kommunikation** Wenn Sie noch nicht an einem Workshop zum Thema Consent im Village teilgenommen haben, ist es jetzt an der Zeit! Dieser Workshop ist sehr zu empfehlen für alle, die unser Projekt regelmäßig besuchen oder an einem unserer Workshops teilnehmen möchten. Diese Erfahrung wird Ihnen nicht nur helfen, sich in der we.are.village-Community zurechtzufinden, sondern sie wird Sie auch dazu befähigen, diese Werte in Ihr Leben zu übertragen. Sich seiner Grenzen bewusst zu sein und sein Einverständnis oder Nicht-Einverständnis auszudrücken, sind wichtige Fähigkeiten im Leben, aber wir haben nicht oft die Gelegenheit, die Fähigkeit des Einverständnisses auf die gleiche Weise zu üben wie andere Fähigkeiten, wie Singen, Sport treiben oder eine Sprache lernen. Bei Consent geht es um viel mehr als ein einfaches Ja oder Nein. Wenn wir die Zustimmung dekonstruieren, entdecken wir, wie wir unsere wahren Wünsche kommunizieren können, und hören auf, Dinge zu wählen, die wir nicht wollen. Durch Diskussionen, Bewegung und Partnerspiele werden wir Werkzeuge entwickeln, um körperliche Wünsche auszudrücken und zu verhandeln und durch praktische Übungen Grenzen zu setzen. Dieser Workshop ist für Menschen aller Körpergrößen, Geschlechter und Hintergründe offen und einladend. Es handelt sich um einen nicht-sexuellen Workshop bei dem, ohne Druck, Kommunikation und Berührung geübt werden können. Es geht genauso darum, wirklich Ja zu sagen und es auch so zu meinen, wie es darum geht, Nein zu sagen! Wenn Sie noch nicht an einem Workshop zum Thema Consent im Village teilgenommen haben, ist es jetzt an der Zeit! Diese Erfahrung wird Ihnen nicht nur helfen, sich in der we are village Community zurechtzufinden, sondern sie wird Sie auch dazu befähigen, diese Werte in Ihr Leben zu übertragen. Gemeinsam wollen wir eine auf Consent ausgerichtete Gemeinschaft mit gemeinsamen Werten aufbauen und dabei die Verantwortung des Einzelnen für die Einhaltung dieser Grundsätze betonen. Unser oberstes Ziel ist es, gesunde Beziehungen zu fördern und eine integrative Community für eine bessere, vernetzte Zukunft zu schaffen. 🔵 **Embodied Consent** with **Kuem** for **LGBTIQA+** Free **[Registration Required](https://wearevillage.org/en/shop/embodied-consent/w17-2026-2/)** **Learning about boundaries and communication**. If you have not yet attended a workshop on Consent in the Village, now is the time! This workshop is highly recommended for anyone wishing to visit our project on a regular basis, or to attend one of our workshops. This experience will not only help you navigate within the we.are.village community, but it will also equip you to carry these values into your life. Being aware of your boundaries and expressing your consent or non-consent are essential skills in life, but we don’t often get a chance to actually practice consent skills in the same way we practice other skills, like singing, playing sports or learning a language. Consent is about much more than a simple yes or no. When we deconstruct consent, we discover how to communicate our true desires and stop choosing the things we actually don’t want. Through discussion, movement and partner games, we will build tools to express and negotiate physical desires and set boundaries through the use of practical exercises. This workshop is inclusive and welcoming to individuals of all body sizes, genders, and background. This is a non-sexual workshop, and great, low pressure situation in which to practice communication and touching. It’s as much about how to truly say yes and mean it as it is about saying no! If you have not yet attended a workshop on Consent in the Village, now is the time! This experience will not only help you navigate within the we are village community, but it will also equip you to carry these values into your life. Together, we aim to nurture a consent-centered community with shared values, emphasizing individual responsibility in upholding these principles. Our ultimate goal is to foster healthy relationships and create an inclusive community for a better, more connected future.

**Combining a variety of TopRock break dance moves in the format of HIIT training, this class will be like no other you have taken! Specifically created with non-break dancers in mind, this class is fun, engaging and totally beginner friendly!** 🤸‍♀️ *What exactly is TopRock you might be asking?* Toprock is the **standup part of breakdance**. When break-dancers are showing their skills, they will often start with toprock. Beginners often find toprock to be easier than other elements of [breaking](http://%5Bhttps//www.mygrooveguide.com/dance-info/breaking/what-is-breaking%5D(https://www.mygrooveguide.com/dance-info/breaking/what-is-breaking) "breaking"), because it is done standing up. So this will be a great introduction to breaking for beginners or those wishing to expand their breakdance skills. **Taught by 3x Breakdance World Champion and Choreographer of Flying Dreams show at Wintergarten, Bboy Lou.Ease of the Flying Steps! He has also worked with contemporary dance companies such as Akram Khan Company, Wang Ramirez and Constanza Marcras / Dorkypark.** **📋 Agenda:** * *Check in will begin 15 minutes prior to class*. Please arrive on time to ensure class starts at the designated time. **💸 Cost**: *Donation based* **to help with maintaining the venue and group maintenance costs.** **👉 Other Things to Note:** * *Class will be in English/German* * *Please make sure to wear comfortable clothes you can move and sweat in. Shoes should also be comfortable, although they are not mandatory. Feel free to dance barefoot or in socks if you like.* * *Bring a water bottle to refresh between sequence breaks.* * *Changing room/clothes storage and toilets provided on site free of charge.* * ***If you RSVP and are unable to make it, please be considerate and cancel 24 hours in advance to make space for someone else.***

You want to make animated short film, collaborate on, or be part of the creation process; this meetup is for you! From animators, storytellers, character designers, 3D modellers, sound designers or voice actors, join in and share your work. We present our creations and work processes, share our knowledge and skills, give and receive honest constructive feedback. This regular meet-up is there to set a structure in our creation process, initiate the opportunity to collaborate and to be a source of inspiration. The goal is the process. Let us enjoy the animations we want to make! PS: The café has another floor, take some time to look upstairs ;)

Being Updated Now...

Being Updated Now...

"The SOB is a ballet dancer. He’s the best ballet dancer that ever lived, and if I get a good chance I’ll kill him with my bare hands." - W.C. Fields In *City Lights*, Chaplin's Little Tramp meets a blind girl selling flowers who mistakes him for a wealthy man. When he learns that an operation may restore her sight, he sets off to earn the money she needs to have the surgery. He also befriends an alcoholic millionaire who only recognizes him when he is drunk. When the blind girl and her grandmother fall behind in the rent and face eviction, he tries working and even enters a boxing competition to raise the money they need. Regarded as Chaplin's masterpiece, *City Lights* has been ranked on more than seventeen "100 greatest movies of all time" lists. Orson Welles cited it as his favorite picture. *City Lights* is available for streaming on Amazon Prime, Hulu, HBOMax, Tubi and PlutoTV. The Columbus Library lists three copies on blu-ray and eight copies on DVD. Watch the movie on your own, then join us upstairs at East Market to discuss the film. If you want more, *Unknown Chaplin* is a three-episode lost-footage documentary available on Youtube. It covers his time on *City Lights* beginning at the twenty-six minute mark of episode two: https://youtu.be/f8960Uc15hI?t=1558

When judging morality, should we prioritize **intentions/duty** or **outcomes/results**? It introduces two influential philosophers as representatives of these approaches. * **Immanuel Kant (deontology):** An action is moral when it is done from **duty** and follows rational, universal principles (the **categorical imperative**). Certain acts—like lying—are wrong regardless of the consequences; you can’t do a wrong thing for a right reason. * **John Stuart Mill (utilitarian consequentialism):** The morality of an action is determined by its **effects**, specifically how much **happiness/well-being** it produces. Mill argues that some pleasures are “higher” than others, and that good intentions don’t redeem harmful outcomes. ## Discussion Questions 1. **The lying dilemma:** A murderer comes to your door and asks if your friend is hiding inside. Kant would say you must not lie. 2. **Can good intentions rescue a bad outcome?** 3. **The organ harvest problem:** A surgeon has five patients dying of organ failure and one healthy patient in for a checkup. Killing the one to harvest organs would save five lives, and the math works out for the utilitarian. Why does this feel so deeply wrong? Is that feeling a point in Kant's favor, or just a bias we should overcome? 4. **Do rules need exceptions?** Kant insists moral rules must be universal, with no exceptions. But most of us can imagine extreme scenarios where any rule seems like it should bend. Does the need for exceptions fatally undermine deontology, or is the strength of the system precisely that it refuses to bend? 5. **Who gets to calculate the consequences?** Utilitarianism asks us to maximize good outcomes, but we're notoriously bad at predicting consequences. If we can't reliably know the results of our actions, is it practical to base our entire moral system on outcomes? Does this uncertainty push us back toward rules and principles? 6. **Everyday morality:** Think about a real moral decision you've made recently, even a small one. Did you reason more like a Kantian (what's the right thing to do in principle?) or more like a utilitarian (what will produce the best result?)? Do most people naturally lean one way? 7. **Justice vs. the greater good:** A town can prevent a deadly plague by sacrificing one innocent person. The greater good is clearly served. But is it just? Can an action be morally right and deeply unjust at the same time? 8. **The big synthesis question:** Are these two systems actually opposed, or do they often arrive at the same answers by different paths? Is it possible that we need both: rules to guide us in the moment and consequences to evaluate systems and policies over time?

Join us for a fun Dinner & a Movie event as we get together to see MICHAEL + Dinner at CAP City! The film is directed by Antoine Fuqua and stars Jaafar Jackson (Michael Jackson’s nephew) as the King of Pop! Early buzz is strong for what should be an excellent musical-biopic! Here are details, a trailer and plan for this event: DESCRIPTION: This biographical musical drama follows the life of Michael Jackson, from his time with the Jackson 5 to his early solo career! Highlighting both his life off-stage and some of the most iconic performances from his early solo career, the film gives audiences a front-row seat to Michael Jackson as never before. Jaafar Jackson (Michael Jackson’s nephew) stars in the title role alongside Nia Long, Laura Harrier, Juliano Krue Valdi, Miles Teller and Colman Domingo. TRAILER: [https://www.youtube.com/watch?v=mbtgEE6rkxw](https://www.youtube.com/watch?v=mbtgEE6rkxw) MOVIE PLAN: Please purchase your ticket for the 3:35pm showing and meet inside the theater lobby between 3:10 and 3:20pm. Tickets already on sale and advance purchase as soon as possible is advised! Once you have yours, please list your seat number in the Comments section of this event! DINNER PLAN: Dinner immediately following the movie (around 6pm) at nearby CAP City Fine Diner! Seating is limited for the dinner portion of this event, so separate RSVP required. If you plan to join for Dinner AND the movie, please be sure to RSVP in both places. CAP CITY FINE DINER: This upscale diner from Cameron Mitchell is known its “retro-cool” atmosphere, modern twists on classic comfort food and their “showstopper” desserts! The menu reimagines nostalgic dishes like meatloaf, beef stroganoff, and pot roast with gourmet twists. The menu also offers vegetarian, vegan and gluten-free options with lots of apps, cocktails, salads, sandwiches, burgers (including a black bean veggie burger), the most welcome return of their Veggie Plate (with Hummus) and more. Desserts include their 24K Carrot Cake, Coconut Cake and Chocolate Covered Peanut Butter Pie. Look forward to seeing you there, Dan

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

Join us for a Fun Friday event as we get together to see the long-awaited sequel to the 2006 original, THE DEVIL WEARS PRADA 2! Meryl Streep, Anne Hathaway, Emily Blunt and Stanley Tucci all return for this follow-up that finds the former assistant is now a rival! Here are details, a trailer and our plan for this event: DESCRIPTION: The film follow’s Miranda Priestly's struggle against Emily Charlton, her former assistant turned rival executive, as they compete for advertising revenue amidst declining print media. The film is directed by David Frankel and written by Aline Brosh McKenna (who wrote/directed the 2006 original). It stars returning cast members Meryl Streep, Anne Hathaway, Emily Blunt, and Stanley Tucci along with newcomers Justin Theroux and Kenneth Branagh. TRAILER: https://www.youtube.com/watch?v=e9HXmMnUEdE PLAN: We’ll plan for a 7pm-ish showing and will meet in the lobby area about 30 minutes before showtime. Advance ticket purchase not required for this theater but early arrival is advised. Be sure to mention you’re with the Movie Group for admission/concession discounts. And make this a true Fun Friday by joining us after the show for the best part of the night – food and drinks at the nearby Rusty Bucket! Complete details, including showtime, will be confirmed/announced as the date gets closer. Should be a fun one, Dan