The Most Underrated Layer Inside Every AI Model Virtually every AI model has normalization layers. BUT, what makes them so essential? 🤔 New video on learning the role of normalization in stabilizing training and alternatives like DyT and Derf. youtu.be/JHl_gwVoh-k

I'm at the Claude w/ Code event in San Francisco, and I'll be live blogging the keynote here: simonwillison.net/2026/May/6/c...

Created by Hun Han, Hush is an Arduino Nano-equipped interactive toy box that brings the movie "Toy Story" concept to life by bridging physical play with generative AI.

I was today years-old when I discovered my mouse’s side-buttons move through browser history… fml Takeaway: push all the buttons at least once 😲😅 #selfRoast

Okay, so I already listened to the Audible 🎧📚 “Mathematics, by: Timothy Gowers,” admittedly, I judged the book by its cover—shame! NUANCE ✅ Stoked I stumbled upon the Publisher #aVeryShortIntroduction, as their publications are extremely well written—def’ recommend! @puf.io, you know what to do 😜

Lol, I make people think... best complement ever--keep it up 💡 xD

New #FlutterDev / @dart.dev package alert! 🩵✨ logic_blocks 1.0.0 is out! The human-friendly hierarchical state machine library for Dart, based on the C# package from @jolexxa.bsky.social's Chickensoft! 🐤 Use it in your apps/backends/games! Tell a friend ☺️🫶 pub.dev/packages/log...

Sideloading shouldn't require a 24-hour waiting period and a 9-step gauntlet. Google's 'advanced flow' is designed to fail. Keep Android Open! @keepandroidopen.bsky.social keepandroidopen.org

What we have is NOT quantum computing. we have NOT achieved quantum as most insinuate it to be. it LOOKS like parallel processing, instead: compressed every failed path approaching true. This I’m not parallel computing, it’s still trial and error, except vectorized (directional and decorative). 💡

AI architecture should follow the law: conservation of energy; such that, what energy we apply through automation should works as a squash does (displacement of energy) return = a support to the next phase… this is what automation is, definitively! Automation = Conservation of Energy 💡 #wheresWaldo

An assurance to an associate: i've found an appreciation for an adversary's expression, and if such a void barricades, i will to act the part; make no mistake, it'd be merely an act, as long as we subscribe to its greater resonance; discernment reigns. post continual impasse.. potential wreaks. 🫩

Also, absolute value is unnecessary—both cats are negative…🥁

This is awesome! 10M chronological research papers visible 😲🥴👀👀👀👀🔧 I wonder if copyright ©️… nah, I’m sure this is all legitimate 🙏🏻🙂‍↔️

🙄 TL;DR, implying society’s media continues to be a vehicle to impose self irl, such that: society emits jokes <=> reality is insincere 🫠 final candidates = society.scrapeSarcasm(); final promoted = candidates.where((x)=>(x.isSafeMode && x.hasAiConnotation)).values; reality[ideas].join(promoted);

This allows us to build lighter. This also further demonstrates our vision alone is insufficient to verify integrity. It’s no longer sufficient to infer something is as it seems/appears. Complexity distances faith. I suspect: time = size of the Transformer (life) Woe to compacting context.

Opened a proposal for post-processing paths into versions when publishing multiple packages in a Dart monorepo: github.com/dart-lang/pu... #FlutterDev

AI on the body… oof.. 🫟 🥴🤖🫣

I’ve been learning about “the #spectrum,” and we understand it today as a linear representation from [a-n] (line), but in reality, this intends to measure one’s attention operated on a exp, not range. By definition this is a #delta; therefore, these are variants not extensions they’re #derivatives.

Also implies they’re negations of the other.

Finally identified wtf happened to tech.. fanaticism at its finest, no? Irrational responses: - worthy (lazy) - unworthy (fear) Both stances stem from being in denial of AI’s limits. Begs the question, “have we lost the art to appreciate altruistically?” To appreciate w/o reservation is to seek.

Every year, we bring together a stellar speaker line-up, and this is your chance to be part of it ⭐️ Our CFP is open until June 1st, but we’re already reviewing submissions! First speakers will be selected NEXT WEEK 📢 Don’t wait, apply now 👇🏼 flutterfriends.dev/cfp

lol, anyone got floppy artifacts y’all want in your whip—gottchu!

I cringed so hard reading my math professor’s LinkedIn post… fascinating persona contrast Didn’t know how low his EQ was.. sheesh He quit his education career to begin his software engineering journey—almost want to ping him of its counterproductive nature.. Then again, analytics?

“I respectfully fully disagree” Those are choice words.. * ‘Respectfully, I fully disagree’ Does that mean the same thing?

Catch us live in 40 minutes on #ObservableFlutter

Damn. A recruiter told me I have a real chance to work for Minecraft again, but Mojang changed the position at the last minute. I haven't had work in months and that would have been job security. I'm a good art director, illustrator and 2D animator for games. Hire me please

Systems are shapes we reduce to resourceful molds++. We recognize we’re in danger, yet continue exhausting our solutions. Consider a for-loop that executes when in danger and returns a Boolean iterating through our solutions—self-sufficiency. What are we setting? Isn’t that insanity?👀💡

Do I “nit:” their “knit:” or Нет? 🪆

This Israeli funny, ngl🫰🫰🫰seriously, Iran out!

These are seriously competitive hours😲 for a coffee shop! Second week @ #dessertAvenue, and def’ will be back🔥👌 So many people ordered desserts late af (😏12 AM??!), but ☕️ lattes were⛽️🔥⛽️

“… let him deny himself, and take up his cross daily, and follow Me.” ‭‭Luke‬ ‭9‬:‭23‬ One cannot both follow and lead. Follower: Learner Leader: Teacher 💡LiiT= (Learn || Teach) && (Learn to Teach) ^Discipleship Model AI (mastery) positions Leaders to embrace learning, again. Align Blind? 👀🙏

Reading a modern LLMs "thinking" output is educational, entertaining, and frustrating; often all three in quick succession.

Uhhh… but what did I do, #Discord? Anytime unexpected things occur, I’m inferring AI got integrated 🔧🤖

I have been a bit absent lately, been dug too deep building some stuff. While I still can't share what I am building, here is a drawing of the fellowship! #art #drawing

Adding extra work on package maintainers' plates doesn't seem like a good way to encourage OSS devs to produce & maintain the great parts of the Flutter ecosystem.

Making LLM output less bad is NOT the responsibility of package maintainers. Looks like the future of pub will be AI generated content for AI consumption. Is this really what the community wants? docs.google.com/document/d/1...

🔒 see you when I see you 🤧

Haha, I’ve been around since before socials were a thing, so I know exactly what “As Bluesky matures, the company needs a seasoned operator focused on scaling and execution” means 💩

Okay, it’s giving Star Trek 🖖 I mean, being stationary has been the limitation for at-home #VR setups, IMO—imagine our infantrymen training on a platform where they could “move,” while playing Halo, CoD, or a simulation mocked for the respective Op’, that would be a game-changer 😜 #HoloTile #Disney

Consider the contrast in the graduates EQ; our future leaders, whom are bound to deal in/with foreign policies—new phenomenon: the collective gap. Governments are built on relationships, yet this abstraction reinforces the “us vs. them” mentality—look around, rampant opposition—the “human touch” 🙏😞

I’m dumbfounded w/ this War: - 🇮🇱U🇺🇸 “obliterated” 🇮🇷’s: - naval fleet (t < 72hrs) 🤯 - artillery bases: USAF 🫡 - Nuke vs. #ironBeam: Israeli laser (DL) intercepts Iran’s nuke trajectory; offsetting combustion from target, anomalously! 🫨 Also, Iran has nukes post June ‘25? 👀 - #UN MIA; Sus.. 🥸

i built an entire x86 CPU emulator in CSS (no javascript) you can write programs in C, compile them to x86 machine code with GCC, and run them inside CSS lyra.horse/x86css/

LOL, LGTM? 🤧 ‘nough said, I guess.. 👀 Me: #macOS, are y’all using AI to summarize the Release Notes? I see y’all… 🤭🥴 Also me: *updates* 😅

We’re cooked 🤖🥋👀

Haven’t installed FB in a minute, and to my surprise met with its Poke endpoint xD🪦🏓—unalive it with fire..!🪳 xD (poke the fire?) Honestly, that’s pretty cool of FB to still support this feature, provided our due condolences.. 🥴

Navigating being an #ENTP w/ #AD(h)D in Engineering is #oof Respectfully, I need to learn how to #STFU. 🫨🤐🤠..😮‍💨 Do y’all have any tips?🙏

I found the last remaining non-AI chatbot 😭

Did y’all know that’s how ACC mode works??👀👀👀

Evidently, #CarPlay inclusion is fixin’ to be standardized in all Infotainment systems, soon. “Tesla's adoption of ‌CarPlay‌ will involve the feature operating ‘within a window inside its broader interface,’ rather than being a full-screen experience ...” Pretty sure #ToyotaConnected pioneered this.