Amazon's CTO, Dr. Werner Vogels, recently shared this short post about how software development improves with age. His perspective revolves around the recurrence of certain patterns in technology where the experienced developer can say "New technology, same pattern.", and sift through the daily onslaught of new technologies in a calm fashion, weeding out what's just flash from more interesting developments.
"Development gets better with Age"
Benders Decomposition for Passenger-Oriented Train Timetabling with Hybrid Periodicity
Zhiyuan Yao, Anita Sch\"obel, Lei Nie, Sven J\"ager
https://arxiv.org/abs/2511.09892 https://arxiv.org/pdf/2511.09892 https://arxiv.org/html/2511.09892
arXiv:2511.09892v1 Announce Type: new
Abstract: Periodic timetables are widely adopted in passenger railway operations due to their regular service patterns and well-coordinated train connections. However, fluctuations in passenger demand require varying train services across different periods, necessitating adjustments to the periodic timetable. This study addresses a hybrid periodic train timetabling problem, which enhances the flexibility and demand responsiveness of a given periodic timetable through schedule adjustments and aperiodic train insertions, taking into account the rolling stock circulation. Since timetable modifications may affect initial passenger routes, passenger routing is incorporated into the problem to guide planning decisions towards a passenger-oriented objective. Using a time-space network representation, the problem is formulated as a dynamic railway service network design model with resource constraints. To handle the complexity of real-world instances, we propose a decomposition-based algorithm integrating Benders decomposition and column generation, enhanced with multiple preprocessing and accelerating techniques. Numerical experiments demonstrate the effectiveness of the algorithm and highlight the advantage of hybrid periodic timetables in reducing passenger travel costs.
toXiv_bot_toot
A Multi-Simulation Bridge for IoT Digital Twins
Marco Picone, Samuele Burattini, Marco Melloni, Prasad Talasila, Davide Ziglioli, Matteo Martinelli, Nicola Bicocchi, Alessandro Ricci, Peter Gorm Larsen
https://arxiv.org/abs/2510.08164
Series A, Episode 12 - Deliverance
VILA: [Aside, to Gan] I told you she was mad.
GAN: [To Meegat] How long have you been waiting?
https://blake.torpidity.net/m/112/314 B7B4
Okay, here's the promised follow-up with more authors I respect who didn't make it onto this list. I won't do deep dives but I'll list at least one work per author:
YA novelists:
- Randi Pink ("Girls Like Us")
- Louisa Onomé ("Twice as Perfect")
- Emery Lee ("Meet Cute Diary")
- Robin Benway ("Far from the Tree")
- Angela Velez ("Lulu and Milagro's Search for Clarity")
Children's book authors:
- Jacqueline Davies ("Bubbles Up")
- Freya Hartas ("Slow Down in the Park")
Novelists:
- Rimma Onoseta ("How You Grow Wings")
Graphic novelists:
- Linda Medley ("Castle Waiting")
- 🖋️Magsalene Visaggio 🖌️Paulina Ganucheau ("Girlmode")
- Ursula Vernon ("Digger")
- SJ Sindu ("Tall Water" w/ Dion MBD)
- Hope Larson ("Be That Way"; "Salt Magic" w/ Rebecca Mock)
- Lily Williams Karen Schneemann ("Go With the Flow")
- Maia Kobabe ("Gender Queer")
- Kay O'Neill ("Tea Dragon Society")
- Marjane Satrapi ("Persepolis")
Mangaka:
- Kaoru Mori ("Young Bride's Stories")
- Ryoko Kui ("Delicious in Dungeon")
- Natsuki Takaya ("Fruits Basket")
Anime writers/directors and/or Japanese light/fantasy/SF novelists:
- Nahoko Uehashi ("Moribito")
- Sayo Yamamoto ("Michiko & Hatchin"; "Yuri!!! On Ice")
- Mari Okada ("Ano Hana: The Flower we Saw That Day"; "Toradora!")
Game designers/programmers:
(Upon review I was pretty remiss in skipping over a few of these people, some of whom I wasn't aware of but most of whom I just didn't remember when writing my short list. Subconscious misogyny in action. Short & Thorson probably would have squeezed out some of the YA authors I included, although I have no real regrets.)
- Junko Kawano ("Suikoden")
- Elizabeth LaPensée ("When Rivers Were Trails")
- Momo Pixel ("Hair Nah")
- Zoë Quinn ("Depression Quest"; narrative designer on "Solar Ash")
- Kellee Santiago ("Cloud"; "Flower")
- Tanya X. Short ("Moon Hunters")
- Kim Swift ("Portal")
- Maddy Thorson ("Celeste")
- Andi McClure @… ("Jumpman")
Note: I haven't included composers or artists here, but there's a deep bench.
Games journalists/steamers:
- Tanya DePass @… (#/INeedDiverseGames; twitch streams)
- Anita Sarkeesian (Feminist Frequency)
Game/play scholars:
- Mary Flanagan ("Critical Play")
- Tracy Fullerton ("Game Design Workshop")
- Brenda Laurel ("Toward the Design of a Computer-Based Interactive Fantasy System")
- Janet Murray ("Hamlet on the Holodeck"l
- Susana Tosca ("A Pragmatics of Links")
- Jichen Zhu ("Agency Play: Dimensions of Agency for Interactive Narrative Design")
- Magy Seif El Nasr ("Design patterns to guide player movement in 3D games")
- Kate Compton ("Causal Creators"; also "Spore")
P.S. upon consideration I've decided not to include any authors who are men in this coda.
There are definitely others who probably deserve to be here that I'm forgetting...
#GsmeDesign #Authors
Crosslisted article(s) found for stat.ML. https://arxiv.org/list/stat.ML/new
[1/3]:
- Machine Learning Workflows in Climate Modeling: Design Patterns and Insights from Case Studies
Zheng, Venkatasubramanian, Li, Braverman, Ke, Hou, Jin, Agrawal
It's time for ✨Decal Patterns✨
Reference from Apache ECharts https://echarts.apache.org/handbook/en/best-practices/aria/#decal-patterns — Github issue here
Analysis and Design of a Reconfigurable Metasurface based on Chalcogenide Phase-Change Material for Operation in the Near and Mid Infrared
Alexandros Pitilakis, Alexandros Katsios, Alexandros-Apostolos A. Boulogeorgos
https://arxiv.org/abs/2510.00950
Series D, Episode 04 - Stardrive
VILA: [All "drunk mannerisms" vanishing instantly] Drunk? Who's drunk?
DAYNA: You are.
VILA: Show me how to get drunk on plain water and I won't waste time.
DAYNA: Well, then why pretend?
https://blake.torpidity.net/m/404/72…
Crosslisted article(s) found for physics.ao-ph. https://arxiv.org/list/physics.ao-ph/new
[1/1]:
- Machine Learning Workflows in Climate Modeling: Design Patterns and Insights from Case Studies
Zheng, Venkatasubramanian, Li, Braverman, Ke, Hou, Jin, Agrawal
AI Where It Matters: Where, Why, and How Developers Want AI Support in Daily Work
Rudrajit Choudhuri, Carmen Badea, Christian Bird, Jenna Butler, Rob DeLine, Brian Houck
https://arxiv.org/abs/2510.00762

AI Where It Matters: Where, Why, and How Developers Want AI Support in Daily Work
Generative AI is reshaping software work, yet we lack clear guidance on where developers most need and want support, and how to design it responsibly. We report a large-scale, mixed-methods study of N=860 developers that examines where, why, and how they seek or limit AI help, providing the first task-aware, empirically validated mapping from developers' perceptions of their tasks to AI adoption patterns and responsible AI priorities. Using cognitive appraisal theory, we show that task evaluati…
MACO: A Multi-Agent LLM-Based Hardware/Software Co-Design Framework for CGRAs
Zesong Jiang, Yuqi Sun, Qing Zhong, Mahathi Krishna, Deepak Patil, Cheng Tan, Sriram Krishnamoorthy, Jeff Zhang
https://arxiv.org/abs/2509.13557
Moody Urbanity - Literally 📄
情绪化城市 - 字面上 📄
📷 Pentax MX
🎞️ Ilford HP5 Plus 400,expired 1993
#filmphotography #Photography #blackandwhite
Series B, Episode 04 - Horizon
BLAKE: Where in Zone Nine?
ZEN: The freighter is on course for the only habitable planet in Zone Nine.
BLAKE: Which is?
ZEN: Code-named Horizon.
BLAKE: "Horizon"?
AVON: Code-named by whom?
https://blake.torpidity.net/m/204/34
»In the old days, technical writers produced documentation in near isolation, surrounded by complex and similarly isolated corporate cultures. From an anthropological perspective, old manuals are like tribal artefacts. The resulting docs show surprisingly rich design and content patterns, more refreshing than we’re used to in the age of googling for Stack Exchange questions and of bowing to Stripe docs.«
Series C, Episode 02 - Powerplay
ZEE: What's the matter with your arm?
VILA: Broken, nothing really.
ZEE: Let me see if I can make it more comfortable for you.
https://blake.torpidity.net/m/302/246 B7B3
A Non-Intrusive Framework for Deferred Integration of Cloud Patterns in Energy-Efficient Data-Sharing Pipelines
Sepideh Masoudi, Mark Edward Michael Daly, Jannis Kiesel, Stefan Tai
https://arxiv.org/abs/2510.12354
Crosslisted article(s) found for stat.AP. https://arxiv.org/list/stat.AP/new
[1/1]:
- Machine Learning Workflows in Climate Modeling: Design Patterns and Insights from Case Studies
Zheng, Venkatasubramanian, Li, Braverman, Ke, Hou, Jin, Agrawal
Moir\'eTac: A Dual-Mode Visuotactile Sensor for Multidimensional Perception Using Moir\'e Pattern Amplification
Kit-Wa Sou, Junhao Gong, Shoujie Li, Chuqiao Lyu, Ziwu Song, Shilong Mu, Wenbo Ding
https://arxiv.org/abs/2509.12714
Socratic Mind: Impact of a Novel GenAI-Powered Assessment Tool on Student Learning and Higher-Order Thinking
Jeonghyun Lee, Jui-Tse Hung, Meryem Yilmaz Soylu, Diana Popescu, Christopher Zhang Cui, Gayane Grigoryan, David A Joyner, Stephen W Harmon
https://arxiv.org/abs/2509.16262
#Blakes7 Series A, Episode 06 - Seek-Locate-Destroy
AVON: Space Commander Travis.
BLAKE: Travis!
JENNA: Do you know him?
BLAKE: I thought he was dead. I was sure I'd killed him.
https://blake.torpidity.net/m/106/…
Series C, Episode 11 - Moloch
CALLY: And that's what the teleport did to him?
DAYNA: How will the Sardoans make out without him?
https://blake.torpidity.net/m/311/577 B7B3
Series D, Episode 08 - Games
AVON: Tell me everything you know about Belkov's One Nine Seven computer.
ORAC: You suggested I spared you the technical details.
AVON: Oh, don't sulk, Orac. I have a little more time now.
https://blake.torpidity.net/m/408/277 B7B4
When Your Boss Is an AI Bot: Exploring Opportunities and Risks of Manager Clone Agents in the Future Workplace
Qing (Diane), Hu, Qing Xiao, Hancheng Cao, Hong Shen
https://arxiv.org/abs/2509.10993
#Blakes7 Series D, Episode 02 - Power
KATE: Stop it, Pella! [Kate rushes at Pella, who shoots her dead. Pella enters the launch silo and the door closes before the others can rush in. Avon takes the crystal from Kate's neckband.]
[Inside silo. The Scorpio's turntable begins to turn and rise.]
#Blakes7 Series B, Episode 02 - Shadow
LARGO: Oh, I'm fascinated. But I'm just an independent businessman.
AVON: [Takes two gems from a bag, lays them on Largo's platform] Are you sure?
https://blake.torpidity.net/m/…
Series D, Episode 04 - Stardrive
DAYNA: Of course we do.
VILA: Old friend.
VILA: Oh, uh, [Atlan grabs the front of his tunic] way back.
DAYNA: We were students of the doctor once.
ATLAN: Studying what?
https://blake.torpidity.net/m/404/343 B7B5
Series C, Episode 07 - Children of Auron
C.A. TWO: Unlike the youngsters. So what do we do?
C.A. ONE: Evacuation.
FRANTON: It's probably Auron's only chance now.
C.A. ONE: Why aren't you at the replication plant?
FRANTON: Off shift, unfortunately.
https://blake.torpidity.net/m/307/129
Series A, Episode 12 - Deliverance
TRAVIS: I don't break that easily.
SERVALAN: You were expected to resign the service. Why didn't you?
TRAVIS: I've told you, I want my command back. It's the only way I can catch -
https://blake.torpidity.net/m/112/235 B7B5
Series D, Episode 01 - Rescue
DORIAN: Relax. Your problems are over. [Draws a hand gun. Scene - Planet Terminal. Exterior. Avon is crouched next to Tarrant. Tarrant sits drinking from a canteen.]
AVON: Pass out again and I'll leave you, Tarrant.
https://blake.torpidity.net/m/401/105
#Blakes7 Series C, Episode 10 - Ultraworld
AVON: They've presented no threat so far.
TARRANT: Maybe they're biding their time.
AVON: What for? They could take us out quite easily with their technology.
https://blak…
A04 - Time Squad
BLAKE: Zen, three sixty degree survey. Put etheric detector beams on maximum. Report any space vehicles within range. Vila, put visual survey on the screen.
ZEN: Negative on all systems. There are no space vehicles within detector range.
https://blake.torpidity.net/m/104/10…
Series C, Episode 03 - Volcano
TARRANT: Like capturing us.
HOWER: Do you feel ill, or upset in any way?
DAYNA: No. What was it, some kind of narcotic spray gun?
HOWER: Something like that. Quite harmless, I assure you.
TARRANT: I'm glad to hear it.
https://blake.torpidity.net/m/303/102
Series A, Episode 08 - Duel
BLAKE: Vila, try and stay alert.
VILA: Of course I will, how can you doubt me?
BLAKE: It isn't easy, but somehow I manage it. Come on. Put us down. [Blake, Jenna and Gan teleport to the planet's surface and look around]
https://blake.torpidity.net/m/108/59…