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#constraints — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #constraints, aggregated by home.social.

  1. Stargate’s Flagship Data Center Is Dead. What That Tells Us About the AI Infrastructure Bubble. Oracle and OpenAI have abandoned plans for their flagship gigawatt-scale Stargate data center in Ab...

    #AIDeveloper #BigDataPro #AI #compute #demand #AI #infrastructure #data #center #power #constraints

    Origin | Interest | Match
  2. PRODUCTHEAD: How work actually gets done

    » Visible and invisible process both contribute to how work actually gets done

    » Orgs should not rely on individual heroic efforts in place of designed-in capacity

    » Accelerating the build reintroduces a bottleneck and results in wasteful overproduction

    » Context comes from not just sharing information but engaging with it

    #prodmgmt #alignment #constraints #context #generativeAI #process #tacitKnowledge 📖 Read more: imanageproducts.com/producthea
  3. PRODUCTHEAD: Reflections on the art and science of product management

    » With appropriate context, those closest to the problem should make the product decisions

    » Be outcome-focused and evidence-based regardless of what kind of product or service you work on

    » Be careful not to automatically balance out a conflicting behaviour in others (such as a founder’s bias)

    » “The obstacle is the way” – every setback is an opportunity to improve our condition

    #prodmgmt #backlog #constraints #decision #generativeAI #needs 📖 Read more: imanageproducts.com/producthea
  4. PRODUCTHEAD: The value of the human in the loop

    » Semantic ablation is when language outliers and quirks are averaged away by genAI

    » GenAI exposes the thresholds and grey areas in your service’s decision-making

    » Being able to build fast necessitates more human selectivity, not less

    #prodmgmt #backlog #constraints #decision #generativeAI #needs 📖 Read more: imanageproducts.com/producthea
  5. Schönen 2. Advent uns allen :)

    Ich habe mich mal hingesetzt und eine Seite mit 5 interaktiven Modulen so wie Erklärungen zu "Flow" gebaut um die Mechaniken, die wirken, wenn ein Team Software entwickelt an einem Platz zu erklären.

    Flow Efficiency, Little's Law, Constraints, Kingman's Formula und WIP Limits...

    1/x 👇

    no-bullshit-agile.de/wip/

    #flowEfficiency #littleslaw #constraints #kingman #wiplimit

  6. A quotation from Terry Pratchett

    I have no use for people who have learned the limits of the possible.

    Terry Pratchett (1948-2015) English author
    Discworld No. 27, The Last Hero [Leonard] (2001)

    More info about this quote: wist.info/pratchett-terry/4715…

    #quote #quotes #quotation #qotd #terrypratchett #discworld #constraints #imagination #impossibility #limits #possibility #reality #safety #limitations

  7. Ah, yes, Gecode: the ultimate solution for when you want to solve #constraints but also have an overwhelming desire to spend your life buried in #C++ code. 🤦‍♂️ Because nothing screams "fun" and "efficiency" quite like reinventing the wheel with #modular #extensibility and branching strategies. 🚀 Enjoy your quest for constraint-based nirvana, brave coder!
    gecode.org/ #Gecode #Coding #Fun #Efficiency #HackerNews #ngated

  8. #Ecophysical #constraints on #avian #adaptation and #diversification

    @CurrentBiology

    "The structure of avian #morphospace follows relatively simple rules defined by ecophysical constraints and trade-offs, but evolution trends toward specialized extremes, where extinction risk may increase"

    sciencedirect.com/science/arti

  9. 'Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Constrained Optimization', by Enming Liang, Minghua Chen, Steven H. Low.

    jmlr.org/papers/v25/23-1577.ht

    #optimization #constraint #constraints

  10. 'Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL)', by Washim Uddin Mondal, Vaneet Aggarwal, Satish V. Ukkusuri.

    jmlr.org/papers/v25/22-0956.ht

    #reinforcement #maximization #constraints

  11. ChatGPT-4 в помощь: используем AI в доработке простого iOS-приложения

    Мне всегда было интересно, получится ли применить AI-инструменты в трудовых буднях программиста. Когда появился ChatGPT, я начал пробовать использовать его в работе, и он быстро стал для меня вспомогательным инструментом. Буквально на днях вышло его крупное обновление, и стала доступна новая функциональность, которая делает его еще удобнее для разработчика. В этой статье я покажу, как использую обновленный ChatGPT-4 в решении ежедневных задач: работе с терминалом, анализе кода и создании новых фичей в приложении. Также попробую разобраться, сможет ли нейросеть стать надежным помощником в решении конфликтов с констрейнтами. Для наглядности буду демонстрировать все на открытом pet-проекте, чтобы вы видели работу новых функций GPT-4 в действии.

    habr.com/ru/companies/lamoda/a

    #ios #swift #uikit #gpt35 #gpt4 #ai #openai #apple #snapkit #constraints

  12. Map Of Russia Scaled by Population In Every 'State'

    --

    I saw this 'map' of scaled (sic) by population in evet 'state', and as I am ½ way through reading Tim Marshall's book 'Prisoners Of Geography' I was especially drawn to this view, especially remembering how he described the context of Russia's various physiography features (e.g., the Urals) in terms of regional and national politics, history of warfare, population growth, etc

    (unfortunately @maps.n.more seems to no longer be on Twitter to do a H/T)

    #GIS #spatial #mapping #population #Russia #demographics #visualisation #representation #history #geopolitics #physiography #physicalgeography #PrisonersOfGeography #constraints

  13. CW: Release Announcement CNApy 1.1.8

    New ✨CNApy version 1.1.8✨ is out, with an improved GUI experience including a history of viewed model items, a multitude of bug fixes and the new installer for windows.

    🔗  github.com/cnapy-org/CNApy/rel

    Thanks to Axel and Pavlos from the MPI for Dynamics of Complex Technical Systems

    #SystemsBiology #ComputationalBiology #Constraints #Modeling #Cobra #MetabolicPathways #CNApy

  14. CW: Release Announcement

    Please Boost :boost_requested:

    New ✨CNApy 1.1.6✨, with many new features:
    - visual OptMDFpathway/Thermodynamic FBA
    - enhanced flux feasiblity analysis
    - free linear constraints for scenarios
    - and more!

    🔗  github.com/cnapy-org/CNApy/rel

    Thanks to Axel and Pavlos from the MPI for Dynamics of Complex Technical Systems @maxplanckgesellschaft.

    #SystemsBiology #ComputationalBiology #Constraints #Modeling #Cobra #MetabolicPathways #SBML

  15. @Harishjosev

    ❝And if he is told that something is the way it is, then he thinks: Well, it could probably just as easily be some other way. So the sense of possibility might be defined outright as the capacity to think how everything could “just as easily” be, and to attach no more importance to what is than to what is not.❞

    — Robert Musil • The Man Without Qualities
    oeis.org/wiki/Differential_Log

    #Ashby #Musil #Cybernetics #Constraints
    #DifferentialLogic #QualitativeDynamics