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Lobstersonemillionchessboards.com <a href="https://lobste.rs/s/9ne34p" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://lobste.rs/s/9ne34p</a> <a href="https://mastodon.social/tags/games" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#games</a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a> <a href="https://mastodon.social/tags/web" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#web</a> <a href="https://onemillionchessboards.com/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://onemillionchessboards.com/</a>

MottGScaling calculatorA calculator for language model scaling. How many FLOPs do you need to train a 13B model? How much does it cost to scale to 1T tokens? If the we cap training runs at one yetaflop, how many GPUs do you need to break that?<a href="https://scaling.mishajw.com/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://scaling.mishajw.com/</a><a href="https://researchbuzz.masto.host/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://researchbuzz.masto.host/tags/ML" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ML</a> <a href="https://researchbuzz.masto.host/tags/LLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LLM</a> <a href="https://researchbuzz.masto.host/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a>

JMLR'Scaling ResNets in the Large-depth Regime', by Pierre Marion, Adeline Fermanian, Gérard Biau, Jean-Philippe Vert.<a href="http://jmlr.org/papers/v26/22-0664.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">http://jmlr.org/papers/v26/22-0664.html</a> <a href="https://sigmoid.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a> <a href="https://sigmoid.social/tags/deep" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#deep</a> <a href="https://sigmoid.social/tags/gradients" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gradients</a>

UK<a href="https://www.europesays.com/uk/52139/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.europesays.com/uk/52139/</a> 5 Essential Business Skills For Solopreneurs In 2025 <a href="https://pubeurope.com/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://pubeurope.com/tags/Business" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Business</a> <a href="https://pubeurope.com/tags/BusinessOwner" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#BusinessOwner</a> <a href="https://pubeurope.com/tags/BusinessSkills" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#BusinessSkills</a> <a href="https://pubeurope.com/tags/Entrepreneurship" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Entrepreneurship</a> <a href="https://pubeurope.com/tags/MentalResilience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MentalResilience</a> <a href="https://pubeurope.com/tags/OnlineWriting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OnlineWriting</a> <a href="https://pubeurope.com/tags/PersonalBrand" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PersonalBrand</a> <a href="https://pubeurope.com/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a> <a href="https://pubeurope.com/tags/Solopreneur" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Solopreneur</a> <a href="https://pubeurope.com/tags/UK" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#UK</a> <a href="https://pubeurope.com/tags/UnitedKingdom" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#UnitedKingdom</a> <a href="https://pubeurope.com/tags/VideoContent" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#VideoContent</a>

JMLR'Scaling Data-Constrained Language Models', by Niklas Muennighoff et al.<a href="http://jmlr.org/papers/v26/24-1000.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">http://jmlr.org/papers/v26/24-1000.html</a> <a href="https://sigmoid.social/tags/datablations" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#datablations</a> <a href="https://sigmoid.social/tags/epochs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#epochs</a> <a href="https://sigmoid.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a>

Ecologia Digital"The vast investments in scaling... always seemed to me to be misplaced.""The premise that <a href="https://mato.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> could be indefinitely improved by <a href="https://mato.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a> was always on shaky ground… In November last year, reports indicated that <a href="https://mato.social/tags/OpenAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenAI</a> researchers discovered that the upcoming version of its GPT large language model displayed significantly less improvement, and in some cases, no improvements at all than previous versions did over their predecessors."<a href="https://futurism.com/ai-researchers-tech-industry-dead-end" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://futurism.com/ai-researchers-tech-industry-dead-end</a>

LobstersHyperscaling Have I Been Pwned with Cloudflare Workers and Caching via <a href="https://androiddev.social/@yashgarg" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@yashgarg</a> <a href="https://lobste.rs/s/fdfhkp" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://lobste.rs/s/fdfhkp</a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a> <a href="https://www.troyhunt.com/closer-to-the-edge-hyperscaling-have-i-been-pwned-with-cloudflare-workers-and-caching/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.troyhunt.com/closer-to-the-edge-hyperscaling-have-i-been-pwned-with-cloudflare-workers-and-caching/</a>

LobstersWhy are big tech companies so slow? <a href="https://lobste.rs/s/ghq0lb" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://lobste.rs/s/ghq0lb</a> <a href="https://mastodon.social/tags/culture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#culture</a> <a href="https://mastodon.social/tags/practices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#practices</a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a> <a href="https://www.seangoedecke.com/difficulty-in-big-tech/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.seangoedecke.com/difficulty-in-big-tech/</a>

LobstersThe Configuration Complexity Clock <a href="https://lobste.rs/s/ju8lsh" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://lobste.rs/s/ju8lsh</a> <a href="https://mastodon.social/tags/practices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#practices</a> <a href="https://mastodon.social/tags/rant" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rant</a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a> <a href="http://mikehadlow.blogspot.com/2012/05/configuration-complexity-clock.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">http://mikehadlow.blogspot.com/2012/05/configuration-complexity-clock.html</a>

Hacker NewsCan reinforcement learning for LLMs scale beyond math and coding tasks? Probably<a href="https://arxiv.org/abs/2503.23829" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://arxiv.org/abs/2503.23829</a><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HackerNews</a> <a href="https://mastodon.social/tags/reinforcementlearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#reinforcementlearning</a> <a href="https://mastodon.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LLMs</a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a> <a href="https://mastodon.social/tags/math" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#math</a> <a href="https://mastodon.social/tags/codingtasks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#codingtasks</a> <a href="https://mastodon.social/tags/AIresearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AIresearch</a>

LobstersBeautiful CI for Bazel <a href="https://lobste.rs/s/teutud" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://lobste.rs/s/teutud</a> <a href="https://mastodon.social/tags/devops" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#devops</a> <a href="https://mastodon.social/tags/distributed" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#distributed</a> <a href="https://mastodon.social/tags/networking" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#networking</a> <a href="https://mastodon.social/tags/performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#performance</a> <a href="https://mastodon.social/tags/practices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#practices</a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a> <a href="https://narang99.github.io/2025-03-22-monorepo-bazel-jenkins/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://narang99.github.io/2025-03-22-monorepo-bazel-jenkins/</a>

Frontend DogmaMastering Cross-Framework State Management in Micro-Frontends, by @eleanorhecks@x.com (@designerlymag@x.com):<a href="https://frontenddogma.com/posts/2025/mastering-cross-framework-state-management-in-micro-frontends/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://frontenddogma.com/posts/2025/mastering-cross-framework-state-management-in-micro-frontends/</a><a href="https://mas.to/tags/guestposts" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#guestposts</a> <a href="https://mas.to/tags/architecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#architecture</a> <a href="https://mas.to/tags/frameworks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#frameworks</a> <a href="https://mas.to/tags/statemanagement" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statemanagement</a> <a href="https://mas.to/tags/microfrontends" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#microfrontends</a> <a href="https://mas.to/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a> <a href="https://mas.to/tags/strategies" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#strategies</a>

Frontend DogmaDefending Tailwind, by <a href="https://social.design.systems/@donnie" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@donnie</a>:<a href="https://blog.damato.design/posts/defending-tailwind/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://blog.damato.design/posts/defending-tailwind/</a><a href="https://mas.to/tags/tailwind" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tailwind</a> <a href="https://mas.to/tags/presentationalcss" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#presentationalcss</a> <a href="https://mas.to/tags/naming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#naming</a> <a href="https://mas.to/tags/productivity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#productivity</a> <a href="https://mas.to/tags/maintainability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#maintainability</a> <a href="https://mas.to/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a>

Compsci WeeklyWhy I'm No Longer Talking to Architects About Microservices<a href="https://blog.container-solutions.com/why-im-no-longer-talking-to-architects-about-microservices" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://blog.container-solutions.com/why-im-no-longer-talking-to-architects-about-microservices</a>Discussions: <a href="https://discu.eu/q/https://blog.container-solutions.com/why-im-no-longer-talking-to-architects-about-microservices" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://discu.eu/q/https://blog.container-solutions.com/why-im-no-longer-talking-to-architects-about-microservices</a><a href="https://mastodon.social/tags/compsci" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#compsci</a> <a href="https://mastodon.social/tags/distributed" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#distributed</a> <a href="https://mastodon.social/tags/programming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#programming</a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a>

LobstersWhy I'm No Longer Talking to Architects About Microservices via <a href="https://data-folks.masto.host/@rmoff" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@rmoff</a> <a href="https://lobste.rs/s/0sf074" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://lobste.rs/s/0sf074</a> <a href="https://mastodon.social/tags/distributed" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#distributed</a> <a href="https://mastodon.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a> <a href="https://blog.container-solutions.com/why-im-no-longer-talking-to-architects-about-microservices" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://blog.container-solutions.com/why-im-no-longer-talking-to-architects-about-microservices</a>

Knowledge ZoneThe <a href="https://mstdn.social/tags/Race" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Race</a> for <a href="https://mstdn.social/tags/Superintelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Superintelligence</a>: <a href="https://mstdn.social/tags/Scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Scaling</a>, <a href="https://mstdn.social/tags/Challenges" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Challenges</a>, and Future <a href="https://mstdn.social/tags/Prospects" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Prospects</a> : MediumYou should be setting <a href="https://mstdn.social/tags/Rejection" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Rejection</a> <a href="https://mstdn.social/tags/Goals" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Goals</a> : VoxWhy <a href="https://mstdn.social/tags/Women" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Women</a>’s <a href="https://mstdn.social/tags/Brains" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Brains</a> are more <a href="https://mstdn.social/tags/Resilient" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Resilient</a>: it could be their ‘silent’ X <a href="https://mstdn.social/tags/Chromosome" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Chromosome</a> : NatureCheck our latest <a href="https://mstdn.social/tags/KnowledgeLinks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#KnowledgeLinks</a><a href="https://knowledgezone.co.in/resources/bookmarks" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://knowledgezone.co.in/resources/bookmarks</a>

Pito SalasLinked is a good explanation of Ruby ractors, and a reminder that they still exist!<a href="https://salas.com/2025/03/11/whats-the-deal-with-ractors/#concurrency" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://salas.com/2025/03/11/whats-the-deal-with-ractors/#concurrency</a> <a href="https://ruby.social/tags/explainer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#explainer</a> <a href="https://ruby.social/tags/ractor" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ractor</a> <a href="https://ruby.social/tags/ruby" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ruby</a> <a href="https://ruby.social/tags/scaling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#scaling</a> <a href="https://ruby.social/tags/performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#performance</a> <a href="https://ruby.social/tags/software" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#software</a>-engineering

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