Live Jazz Music

**How AI Breaks the Career Ladder: Automation and Coordination Failure in Knowledge-Intensive Firms** by [Claudio Zucca](https://www.linkedin.com/in/claudio-zucca-b691292/) AI automation creates an intertemporal tradeoff for knowledge-intensive firms: cutting junior workers to exploit cheap automation boosts short-term profits but depletes the career pipeline needed to develop future senior talent. Individual f irms can resolve this tension through lateral hiring from competitors, but the industry as a whole cannot—lateral markets merely redistribute talent from a collectively shrinking pool. We develop a dynamic model with nested CES production calibrated to law firms, investment banking, and management consulting, treating the industry as a closed system where senior professionals must be developed internally through multi-year apprenticeships. When all f irms optimize automation individually, they collectively eliminate 92–95% of the junior talent pipeline. Dynamic simulations show firms maintaining career ladders sacrifice 16–32% of potential automation gains in the short run but ultimately achieve 60–112% higher output when partner scarcity becomes the binding constraint. Crossover periods occur 8–15 years after the automation shock (at absolute periods t=14 for investment banking, t=16 for law firms, and t=20 for management consulting). Although automation initially boosts output by 50%, the subsequent destruction of the career pipeline depletes the senior professionals who are production complements to automation, causing output to fall below the pre-shock baseline despite continued robot usage. This creates a coordination failure combining Becker’s training externality with common pool resource dynamics: individual firms can free-ride on competitors’ training investments through lateral hiring, but when all firms automate simultaneously, lateral markets cannot expand aggregate capacity. Solutions require industry wide coordination **Hidden Signals in Text Embeddings: Recovering Skill Hierarchies with Inductive Hyperbolic Representations** by [Thiago Brant](https://www.linkedin.com/in/thiago-quaresma-chaves-brant-605a21b/) Many areas of learning have a hidden order: some skills and ideas need to come before others. In this work, we ask whether that order can be inferred from the subtle signals already embedded in text embeddings, even when the model is not explicitly told which concept should point to which. We train a self-supervised system that learns from text descriptions, places concepts in a curved space well suited for hierarchies, and uses only a very small hint to keep the overall direction consistent. When tested on entirely new skills, the method recovers prerequisite direction better than a comparable standard baseline. Control experiments also show that the gains come from meaningful semantic information in the text. Overall, the results suggest that text representations contain hidden clues about learning order, and that hyperbolic geometry helps bring that structure out.

Outdoor calisthenics workouts are a fantastic way to build strength, improve fitness, and enjoy the great outdoors 😁🦾 Calisthenics is a form of strength training that uses the resistance of your body and gravity to help strengthen your muscles and improve your coordination, endurance, and mobility. It’s a workout that relies on body weight with little or no equipment. In fact, almost all common bodyweight exercises are considered calisthenics exercises. Some examples include: - airsquats - pushups - pullups - frogstand -handstand -musclup -backlever aso 😁 Whether you’re a beginner or an advanced athlete, calisthenics provides a holistic approach to fitness. 🏋️‍♂️💪

There are many resources available for guidance on how to write code that is efficient and results in more sustainable software applications, but applying these at scale can be challenging, and often isn’t a priority for busy teams. GitHub have recently released Agentic Workflows, a way of specifying automation tasks in human-readable format to be performed by an AI agent as part of a GitHub Actions workflow. In this talk, Max Mizzi from GitHub's Sustainability team gives an overview of Agentic Workflows, and will demonstrate how they can be used to improve software efficiency through both structured green software rules and autonomous performance engineering. He'll finish by walking through a real-world use-case showing how the technology helped to dramatically reduce the energy consumption - and carbon footprint - of a major website. Come along if you want to learn more about using AI to improve the energy efficiency of your software. Check out the Green Software Brighton [website](https://greensoftwarebrighton.co.uk/) for links to previous talks. Arrive from 18:00 for pizza and drinks. Event will start at 18:30. We always head for a drink and a chat locally afterwards too. --- ***Thank you to Runway East for use of their space to host our events and to Silicon Brighton and the Green Software Foundation for supporting us.***

Join us for an intimate Sofar evening somewhere in Luxembourg. Expect stripped-back live performances, a warm spring atmosphere and a night built around music, connection and discovery. Three unique sets. One secret space. A room full of people there to truly listen ✨ Tickets here: https://www.sofarsounds.com/events/65368

Experience an evening of music, stillness, and inner peace at the Concert-Meditation event at Le Royal Hotel Luxembourg.  Sunday, May 24, 2026 Location: Le Royal Hotel Luxembourg  Fewer than 50 tickets remain.  Tickets: €10–€20 Reserve your place here: [https://tinyurl.com/4m7chuvh](https://tinyurl.com/4m7chuvh?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExY3VUYmlpYUU2cFhOZE5uaXNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR6vHQqzB1R95cNPq77A61eTe0DsnXaavWa6bwu35oSMRNtGkyBBTt6oaMCgpw_aem_T3LuqThWogRAO-ieyoSF7Q)

**Weekly stand-up comedy open mic night, featuring short sets from multiple comedians. FREE ENTRY!** Every Thursday at 9pm at Updown Bar ! Free tickets https://www.eventbrite.com/e/comedy-open-mic-luxembourg-tickets-1216566646589 If you want to go on stage, just show up, sign up and go up ! Follow us on instagram for the most recent events ! https://www.instagram.com/luxembourgcomedy/

En avez-vous assez de devoir utiliser de nombreuses applications différentes pour gérer votre entreprise? Simplifiez tout cela avec Odoo, l’unique plateforme dont vous avez besoin pour tout gérer! 💯 Retrouvez-nous à **Luxembourg-ville** le **21 Mai 2026** à **19h** pour un événement unique, combinant une démo en direct dont vous serez le héros et une session Q&A, suivi par un cocktail networking. 📍 ➡️➡️ Inscrivez-vous à notre événement gratuit pour obtenir votre billet via notre site web: **[https://www.odoo.com/r/14Si](https://www.odoo.com/r/14Si)** ⬅️⬅️ La conférence se déroulera en français.

Friday evening sketching session at Villa Vauban. Every friday Villa Vauban is free between 6-9pm. To benefit from this we willl have a monthly sketch & sip session (in that order :)) using a specific room/painting in the museum. Agenda: 6pm (early arrivals) - meeting at the reception and move to a room by 6:10 7pm - for those of us that cannot leave work earlier, I will post where to find us in whatsapp. Sketching until 8 8pm - share our sketches 8-9pm sip your favorite wine, beer etc in a bar/restaurant in the city centre. Fee: To ensure a more clear picture on the participation, there is a fee of 5 EUR per event and 3 EUR for early confirmations. The RSVPs will be closed 4 or 5 days prior to ensure bookings for the drinks can be finalized. Join the whatsapp group to keep informed and share your work: https://chat.whatsapp.com/CDtDO1GurPrA4ceFPePeQb

Now in its 26th year, [The Creekside Blues & Jazz Festival](https://www.creeksidebluesandjazz.com/), in Gahanna, gathers world famous groups and performers at a single place for you to enjoy the best Blues & Jazz in Ohio. *SATURDAY NIGHT features: The Urban Jazz Coalition with Special Guest Brian Simpson, North Mississippi Allstars, The Deal Breakers & More.* The three-day cultural celebration features musicians on 3 stages, local food trucks and beverage stations, treats, artisans, and more. **Tickets are $15 for adults online.** Link to purchase tickets: [Creekside Blues & Jazz Festival Tickets](https://tickets.creeksidebluesandjazz.com/e/2026-creekside-blues-jazz-festival). $20 at the door. Military are free. WHAT: Here's the festival [EVENT MAP](https://www.creeksidebluesandjazz.com/Event-Map/). Also, here's the [SCHEDULE](https://www.creeksidebluesandjazz.com/Schedule/) map to help you determine who to see. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **Parking -** The Creekside Parking Garage will be open throughout the festival weekend. Entrance is located near the intersection of Mill and North Streets; accessible only by traveling south on Mill Street. **Event parking rate is $5 and collected at entrance to garage. Cash ONLY is accepted at garage entrance for parking.** Although off street parking in the Creekside District is permitted, it is very limited and not recommended. **Shuttle Service** pickup will be at the following location: [AEP Ohio 700 Morrison Rd., Gahanna, OH](https://goo.gl/maps/K9GgvgEdxCHaXsKDA) **Shuttle Service Hours:** Saturday: 1 PM - 12 AM **BRING**: *Be sure to bring a **chair** since there is limited available seating. Also $ or paycard for food and drink.*

[Old School Groove](https://www.facebook.com/OldSchoolGrooveBand/) \- “I find my Soul Revival singing every single verse; yeah I guess that’s my church” \-Maren Morris\. Vintage rock\, southern rock\, blues\. Getcha soul on\! **[Flint Station](https://www.theflintstation.com/)** is an old depot venue for drinks and live music. They usually have a **food truck** on location. Feel free to bring your own takeout. I'll bring a basket of snacks. NO COVER *They're planning for a beautiful summer evening performance in the beer garden. However, if the weather doesn't cooperate...they will be upstairs in the old-time dance hall. Either way...it's going to be a night to remember!!* **PARKING**: either near the beer garden or across the street.