Blues

**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.***

In 2025, Hungarian author László Krasznahorkai was awarded the Nobel Prize in Literature "for his compelling and visionary oeuvre that, in the midst of apocalyptic terror, reaffirms the power of art". Let's see what that looks like. *GoodReads Summary:* A powerful, surreal novel, in the tradition of Gogol, about the chaotic events surrounding the arrival of a circus in a small Hungarian town. The Melancholy of Resistance, László Krasznahorkai's magisterial novel, depicts a chain of mysterious events in a small Hungarian town. A circus, promising to display the stuffed body of the largest whale in the world, arrives in the dead of winter, prompting bizarre rumours. Word spreads that the circus folk have a sinister purpose in mind, and the frightened citizens cling to any manifestation of order they can find - music, cosmology, fascism. The novel's characters are unforgettable: the evil Mrs. Eszter, plotting her takeover of the town; her weakling husband; and Valuska, our hapless hero with his head in the clouds, who is the tender center of the book, the only pure and noble soul to be found. Compact, powerful and intense, The Melancholy of Resistance, as its enormously gifted translator George Szirtes puts it, "is a slow lava flow of narrative, a vast black river of type." And yet, miraculously, the novel, in the words of The Guardian, "lifts the reader along in lunar leaps and bounds."

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

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)

12 Angry Men Re-scheduling the event for a second time. 12 jurors from all strata of society revisit the evidence, debate the issue of reasonable doubt and confront each other’s personal biases. Join in play-reading this iconic courtroom drama at Casino in the city center. No drama or stage experience is required. Open for anyone with an interest in reading out loud in a friendly environment. The participants are expected to bring their own play book (i.e., pdf, ebook or physical book). Note: The event is paid to get a better sense of attendance in advance. In case of a lower attendance I might adjust the play to accommodate for the number of subscribers. For further discussions join the WhatsApp group about theater and music: https://chat.whatsapp.com/LX8bMKifES35gDNd8g2VpW?mode=gi_2

Hey everyone! The weather’s finally turning nice, so let’s go grab a cup of coffee at Florence Coffee Belair and then head to the nearby Park Merl to make the most of it with a chill picnic on Sunday! 🌳☀️ Bring along: blankets, snacks, drinks, games, and whatever else you’d like to share or enjoy. Meeting point: Florence Coffee Belair. When we head to the park, I will share the precise location. If you enjoy the event, a voluntary donation is appreciated to help cover organisation costs - BE06967188175922. Looking forward to seeing you all there! Kate

**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/

Has it been just you and your phone lately? It’s easy to feel connected yet still feel alone. Digital interactions can’t replace the warmth of eye contact, real laughter, and meaningful conversations. True connection happens when we step away from our screens and show up as ourselves — present, open, and engaged. At Fast Friending, we create spaces where real relationships begin. - just genuine conversations and shared moments. Because nothing compares to meeting face-to-face, discovering common ground, and walking away with a connection that truly feels real. **You will need to buy a ticket for attending -** [https://lux23rdmay.eventbrite.co.uk](https://lux23rdmay.eventbrite.co.uk) \*You can use any debit or credit card to purchase your ticket at PayPal checkout. It will ask you for your email address but that is only to send you a receipt. You do not need a PayPal account. TICKETS:- Early Bird - €5 / person Regular Ticket - €10 / person Cash at meetup: If you do not purchase a ticket in advance then you can pay Shye cash of €15 when you attend. **Here’s how your evening will flow:-** **7:00 PM – Welcome** Arrive at 7:00 PM and be welcomed by your host, Shye, who will guide the evening and help with introductions. Feeling shy? Come a little early and she’ll ease you into small-group conversations. You’re also welcome to bring a lady friend along for free. **7:30 – 8:30 PM \| Fast Friending** Chat with a new attendee every 3 minutes, ensuring you meet a variety of like-minded ladies and gentlemen. **After 8:30 PM \| Open Mingling** Reconnect with those you enjoyed speaking to and continue meaningful conversations at your own pace \- We are not a close knit tight group\. Our evenings are warm and comfortable for members attending for the first time and those coming alone\. You will not feel alone\! \- We have many groups in this city\. Members of our other groups who RSVP are included as guests of the organisers in order to give you an indication of expected people\. \- This evening is for ladies and gents in the 21 to 45 age group\. While some will be at the younger end of this range there will also be others at the other end of the range and lots in\-between\! You will naturally gel with others of your own age range and so you will always find many attendees who fit your range\. \- We are not a dating group\. Our events are not organised to manage your dating life\. Our group is created to help ladies and gents meet other like minded ladies and gents\. Please do not attend our event if a perfect gender balance is important for your enjoyment of our meet\-up\. Why do we have tickets? 1. Cover our costs - Our host is compensated for their time and work. We also pay meetup and have dedicated staff to manage our events, hosts, venues and communication. 2. Group Safety - By securing your ticket we have a record and you contribute to a well organized evening where everyone is more committed and better behaved. 3. Management - Tickets help us better manage attendee group size, book suitable space and activity. ABOUT [fastfriends.co.uk ](https://fastfriends.co.uk/)- We have connected members successfully for the past 10 years in over 30 cities (operating as Expatsclub, MeetConnectDevelop and fastfriends.co.uk). \-\-\-\-\-\-\-\-\-\-\-\-\-\- You can contact our founder Dan on +447715705005 with any questions or ideas. \-\-\-\-\-\-\-\- **Here are some videos which will give you some guidance and comfort to make your attendance more productive.** Secrets of socializing at our meetups - [http://bit.ly/secrets-socializing ](http://bit.ly/secrets-socializing) How to make new friends - [https://www.youtube.com/watch?v=v6GB0Hc_bSs](https://www.youtube.com/watch?v=v6GB0Hc_bSs)

$53 + Fees Lawn [Tickets](https://www.wolftrap.org/show/26filene/052126/) This is the first of three shows by Sting at Wolf Trap over Memorial Day weekend. Thursday night, hopefully weather will be nice. Former Police front man and solo singer songwriter, the now 74 year old, Gordon Sumner (aka Sting) still puts on a good show. Please join us on the lawn at Wolf Trap where you can still bring in your own food, drink, and alcohol. It should be a fun time. Sting release an album called *The Bridge* in 2021. I have not heard it. He also released a *Duets* album that did well in the UK. [Sting Wikipedia](https://en.wikipedia.org/wiki/Sting_(musician))

**Do you want to learn some blues standards? We teach a new blues standard every other Thursday right before our weekly Blues Jam.** * You'll jam with the house band * Work on chops with a focused goal (solos, rhythm, listening and playing off others) * Learn some Blues Standards you can take anywhere \*\*$20 at the door\*\* **\*Members Get in free and receive other benefits\*** **[Become a Member](https://patreon.com/DoctorStrings?utm_medium=unknown&utm_source=join_link&utm_campaign=creatorshare_creator&utm_content=copyLink)** \-\-\-\-\-\-\-\-\- What we're working on this week: TBD \-\-\-\-\-\-\-\-\- **Beginner to Pro Blues jam right after the Blues Lab 21+ only** This is a smaller more practice focused event at my shop. **Open to everyone and is a learning experience for most.** Just bring your instrument(Electric), no need to bring an amp we have all of that. Do not bring a pedal board with a bunch of pedals. The amps are dialed in for blues, trust me it's all there. Drums are here already, very basic kit. If you want to bring cymbals or any other drum gear, please show up early to set up. Also please be aware that other people are going to play the kit as well.

**Do you want to play and grow with a band, without the commitment of starting a band? Join us for our Blues Jams. Great place to network with other musicians.** \*\*$10 for at the door\*\* \*\*Free for Singers and Drummers\*\* **\*Members Get in free and receive other benefits\*** **[Become a Member](https://patreon.com/DoctorStrings?utm_medium=unknown&utm_source=join_link&utm_campaign=creatorshare_creator&utm_content=copyLink)** **Beginner to Pro Blues jam 21+ only, BYOB. Every Thursday.** This is a smaller more practice focused event at my shop. **Open to everyone and is a learning experience for most.** Just bring your instrument(Electric), no need to bring an amp we have all of that. Do not bring a pedal board with a bunch of pedals. The amps are dialed in for blues, trust me it's all there. Drums are here already, very basic kit. If you want to bring cymbals or any other drum gear, please show up early to set up. Also please be aware that other people are going to play the kit as well.

**Step out of the noise of the day and into a space of deep calm**. Join us for a rare and restorative evening with **Sister Kyoko**, and **Sukanya** visiting from the **Meditation Center San Francisco**, as they gently guide you into meditation accompanied by the soothing tones of healing harp music. This immersive experience is designed to help you release stress, quiet the mind, and reconnect with a deeper sense of peace and balance. No experience needed—just come, sit, and allow the sound and silence to do their work. Sat., May 28th, 6:30 pm – 8:00 pm. Held at Brahma Kumaris, 14020 Thunderbolt Pl, Suite 200, 2nd Floor, Chantilly, VA. Free Event – Register at: [https://shorturl.at/ZgP2E](https://shorturl.at/ZgP2E)