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shielded-nate.bsky.social

@shielded-nate.bsky.social
60 followers 160 following 148 posts
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shielded-nate.bsky.social @shielded-nate.bsky.social · 25/08/2026
One thing I love about Zcash dev culture is the norm of people surfacing more clarity about the trade-off frontiers for big decisions as different people bring up or advocate their preferences or concerns. We all learn the… firefly.social/post/ff-c60f4f1457d8…
firefly.social
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One thing I love about Zcash dev culture is the norm of people surfacing more clarity about the trade-off frontiers for big decisions as different people bring up or advocate their preferences or concerns. We all learn the trade-off space, we learn what different preferences ppl have. What we could improve on, IMO, is ensuring we document / internalize which desirable trade-off points we've chosen to forego and why, and there's a pragmatic norm for rationalizations including things like "we all agreed the benefits of shipping in a timely manner outweighed the downside risks raised here."
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shielded-nate.bsky.social @shielded-nate.bsky.social · 16/08/2026
I love how AI has rekindled discussion and interest in my bubble of "consciousness" and "the hard problem". I am largely persuaded by @danieldennett (RIP)'s Consciousness Explained, now known as Illusionism: consciousness… firefly.social/post/ff-4f842567d153…
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I love how AI has rekindled discussion and interest in my bubble of "consciousness" and "the hard problem". I am largely persuaded by @danieldennett (RIP)'s Consciousness Explained, now known as Illusionism: consciousness is a real, emergent outcome of physical processes, while "qualia" or "the ineffable aspect of experiencing stuff" is fully explainable as functional physical processes. Perhaps those who balk might be interested in distinguishing "fully explainable" (given infinite resources) and "fully explained" (impossible in practice) with me? Now I'm especially intrigued by the connection to "qualia", "ineffable / lived experience", tacit knowledge, scientific modeling theory, and my moral stances around sentience. Sounds like from ChatGPT I should read Dennett's "Welcome to Strong Illusionism", Adam Jenkins's “What Mary Didn’t Know About Tacit Knowledge” (2003), and Michael Polanyi's "The Structure of Consciousness". Anybody wanna start a book club?
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shielded-nate.bsky.social @shielded-nate.bsky.social · 16/08/2026
How do you strike the balance between improving your lifestyle, processes, tools, workshop, "shipping results", and a meaningful / eudaemonic / The Good Life™️ trajectory? I like to fold the eudamonia stuff into "shipping… firefly.social/post/ff-c7febcaf258c…
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How do you strike the balance between improving your lifestyle, processes, tools, workshop, "shipping results", and a meaningful / eudaemonic / The Good Life™️ trajectory? I like to fold the eudamonia stuff into "shipping results", perhaps a geeky/aspie approach. As a FLOSS grey beard, I've always been a yak-shaver: every tech project involves a lot of time thinking about / iterating on my underlying toolchains/infra. Coarsely, it is: self-sovereign hardware -> human-computer executive layer -> project tooling -> "tangible results" goal achievement. (Modern products basically lack the exec layer altogether. Soon to change w/ AI. :robot-winking-emoji: ) AI agents haven't changed the shape of my tech yak-stack at all! My leaning edge in AI is figuring out how to redistribute my effort on yak-stack frontier progress. Tangents: my "hardware" layer needs better bio integration, and all layers need better social integration. Any SF workout / diet buddies interested? Ping me!
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shielded-nate.bsky.social @shielded-nate.bsky.social · 12/08/2026
A new Zcash-focused org just popped onto my radar: zcashlabs.org/blog/announcing-zcash… I'm especially keen to see how up-front funding for retroactive grants plays out. Love to see funding pathways increase… firefly.social/post/ff-096a680ed212…
zcashlabs.org
Announcing Zcash Labs
Introducing an independent organization providing Zcash blockchain integrations and support, infrastructure services, and adoption-focused grants.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 07/08/2026
I'm going to start using a new microblogging convention by repurposing unicode glyphs 📍 to better express how my brain produces tokens: • "𛱼" means "there's a tangent I'd like to explore given time/interest, but I'm not… firefly.social/post/ff-09ea05aee7c2…
firefly.social
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shielded-nate.bsky.social @shielded-nate.bsky.social · 06/08/2026
Just another day, running across just another example of how the status quo approaches to regulation which sounds like it's for a good purpose ends up just adding a billion paper cuts to the little guy, aggregating to… firefly.social/post/ff-c638859f821c…
firefly.social
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shielded-nate.bsky.social @shielded-nate.bsky.social · 06/08/2026
LLM token efficiency is fascinating and feels like a primary edge skill in becoming a master clankherd. Who has the best resources for learning / engineering better token efficiency?
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shielded-nate.bsky.social @shielded-nate.bsky.social · 06/08/2026
Suckered by Anthropic's biz model: hook me w/ a subscription that's "cheaper" for agent capabilities but only if I use their UI, which is just enough to get me entangled while shitty enough that I want to write my own, pushing me towards the pricier metered API. Checkmate. ♚
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shielded-nate.bsky.social @shielded-nate.bsky.social · 06/08/2026
Out here amped up with a hive of clankers ready to conquer the world, yet I'm still just yak shaving… … Yak shaving on cyborg steroids. Skills skillin' skills.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 05/08/2026
Advertisement: "This battery bank has a 20,000 mAh capacity!" Me: "So, 20 Ah?" Advertiser: "No, it's a much bigger number! Look at all those zeroes!" Me, thinking: Coulombs would be an even bigger number...
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shielded-nate.bsky.social @shielded-nate.bsky.social · 31/07/2026
My AI request-to-verify ratio is a lopsided bottleneck. Next experiment: #DearAgent: please review all past contexts, find the agent responses that I'm likely to have never reviewed, summarize+prioritize those results based on my priorities, clarifying my priorities as we go.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 31/07/2026
If you were orchestrating ai agents precisely in a hierarchy rolling up to a single "Executive Assistant to The Human" while pushing the pareto frontier of cost vs effectiveness, do you make the EA the costly/smart model, or can cheaper/dumber delegate to smart effectively?
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shielded-nate.bsky.social @shielded-nate.bsky.social · 23/07/2026
I can finally put to words why "tech" is bittersweet for me from ChatGPT analysis of "general tech" convos. This is all "conversational", not agentic/coding/building flow. 15% learning, 32.5% building, 2.5% doing (instructional) - 50% YAY! Then 50% bullshit snarls & snags. 🧵
my-gpt-tech-topics-breakdown.png
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shielded-nate.bsky.social @shielded-nate.bsky.social · 23/07/2026
One way I find microblogging to be socially connecting is via sharing playful speculations or questions. Now I notice an AI-age tension: I can often ask AI for further info on my speculations or questions, then I may not post. Lost connection opportunities!
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shielded-nate.bsky.social @shielded-nate.bsky.social · 23/07/2026
"Why read words when you can just kill the stuff the words tell you stuff about?"
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zooko2.bsky.social @zooko2.bsky.social · 02/02/2026
I think about this a lot.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 20/07/2026
Me: Hears people worrying about AI taking all our jobs. Glances at backlog whose growth rate is headed for orbit due to AI-fuelded productivity. Scratches head…
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shielded-nate.bsky.social @shielded-nate.bsky.social · 20/07/2026
A clear AI win is to describe what I want, then ask "What are the best technologies available to meet my desires?" I am (we are?) in a phase that uses AI to glue together those pieces. What proportion of future tech will be commoditized (many user) vs customized per-user?
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shielded-nate.bsky.social @shielded-nate.bsky.social · 17/07/2026
For my work project this morning, I had one my intermittent whimsical thought: "I'm going to learn this the old fashion way by reading and doing!" Good ol' `nix` land, never fails to deliver a good old fashioned slog...
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shielded-nate.bsky.social @shielded-nate.bsky.social · 16/07/2026
With the discovery of the Zcash Orchard vulnerability, @ShieldedLabs followed our principle of honoring user agency in disclosure: straight impact facts, avoid speculative assurances without providing explicit rationale, no "panic/mrkt" mgmt. Price fell: aggregate choice. 🧵
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shielded-nate.bsky.social @shielded-nate.bsky.social · 16/07/2026
Props to @cipherscan_app! Public analytics around Zcash metadata privacy is an invaluable resource to educate/protect users. Zcash's leading private on-chain payments protocol has inevitable metadata leaks wallets can improve; here's a view into that: cipherscan.app/privacy/wallets
cipherscan.app
Wallet Anonymity Analysis | CipherScan
Analyze Zcash wallet fingerprints, fee lane anonymity sets, and estimated wallet usage. See how transaction fees, expiry heights, and action padding reveal wallet identity.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 15/07/2026
New Zcash node just dropped! Can't wait to check it out: zakura.com/announcements/introducin… X announcement: x.com/zkDragon/status/2077418522909…
zakura.com
Introducing Zakura — zakura
Zakura is a new Zcash full node, and its first release is out.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 15/07/2026
Ok, Zcashers, who else is prepping champaign bottles along with an emergency hardhat/toolbelt combo for the height 3,417,100 #zcashd end-of-support farewell? zcash.github.io/zcash
zcash.github.io
zcashd - The zcashd Book
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shielded-nate.bsky.social @shielded-nate.bsky.social · 15/07/2026
I'm excited to see @sovright_ ramping up (formerly Bootstrap board) and with a focus on more permissionless mining, an age old and important gap in Zcash. The wallet recovery tool could be invaluable, too! (Check out the X handle for video explainers.) sovright.com/#thesis
sovright.com
Sovright — The choice is yours
Sovright builds the infrastructure that preserves our right to choose: who sees your data, who controls your money, and how you exist online. It began with Zcash. It doesn't end there.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 13/07/2026
Google Calendar, now with Eventually Inconsistent Technology. Too many UX flaws to describe here. Any better calendar recommendations?
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shielded-nate.bsky.social @shielded-nate.bsky.social · 09/07/2026
Are the AI orchestration champs just bullshitting me or am I missing some significant AI skill/knowledge? I run into time-wasting slop for most multi-step, single context / serial agentic requests. How can concurrent orchestration possibly work? Anyone wanna help me level up?
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shielded-nate.bsky.social @shielded-nate.bsky.social · 05/07/2026
Plz help a skeptic understand how important AI-assisted math proofs are. Is (Dis)Proof discovery of a known conjecture qualitatively different from searching a space constrained by inference steps? If yes, what's new? If not, I'm not too impressed. …
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shielded-nate.bsky.social @shielded-nate.bsky.social · 02/07/2026
When programming, I eschew Hungarian notation when it's not necessary, and I define "not necessary" as a boolean quality of "the type system and tooling". But when it _is_ necessary for readability, I then wish English and Noun-Then-Adjectives ordering. ;-)
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shielded-nate.bsky.social @shielded-nate.bsky.social · 30/06/2026
I've used a lot of apps & FLOSS for planning, journaling, calendaring, task tracking, etc... Here's how all of that stuff can't compete with a paper journal: - strong privacy - local first (no net needed) - pen life ⋙ battery life - use in natural light at wide angles …🧵
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shielded-nate.bsky.social @shielded-nate.bsky.social · 25/06/2026
I'm fantasizing about ZKPs for refactoring long-term append-only universal/distributed data structures; "decentralized permissionless db migrations". Perhaps "succinct blockchains" are an instance of this; I'm curious about broader applicability.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 18/06/2026
When I hear people concern themselves with the parochial issue of whether a participant is "human or AI" or requesting disclosures or disclaimers of AI usage...
media.tenor.com
a cartoon character is holding a newspaper that says " old man yells at cloud "
ALT: a cartoon character is holding a newspaper that says " old man yells at cloud "
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shielded-nate.bsky.social @shielded-nate.bsky.social · 18/06/2026
Why don't @GitHubCopilot agents which create PRs use the result of CI runs as feedback? For that matter, why am I ever asked to review a PR prior to CI runs on @github ? Why use a flow designed to waste human attention when there's _already_ defined automated checks?
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shielded-nate.bsky.social @shielded-nate.bsky.social · 11/06/2026
Just discovered `dprint`. Love to see built-in sandboxing! The problem is with the AI/infosec/apocalypse we need fine-grained sandboxing in _all the apps_ between _all it's internal dependencies_ and all throughout _the whole OS_ ASAP! #ocaps #objcaps now!
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shielded-nate.bsky.social @shielded-nate.bsky.social · 09/06/2026
The synchronization flaws between Google Calendar and Apple Calendar is a big 👎👎 in my book. "Okay, we'll sort of sync your stuff half the time, then let you discover random edge case flaws after you drive to a destination and don't know where your kids actually are" is 💩.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 08/06/2026
AI sycophancy, you say? Touche, two can play at that game!
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shielded-nate.bsky.social @shielded-nate.bsky.social · 08/06/2026
😎 Wow, excellent collection! I've only read a few and the titles and authors of most look very enticing. www.cypherpunkbooks.com/collection
cypherpunkbooks.com
Browse the collection · The Cypherpunk Library
Search and browse the full Cypherpunk Library: every manifesto, essay, and treatise on the shelf, by format.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 03/06/2026
Hm... Github seemed to throw away an agent context when I closed an agent-created PR unmerged with a comment as to why. This means agents cannot learn from prior efforts which failed? Seems bad for intelligence. Am I missing something here?
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shielded-nate.bsky.social @shielded-nate.bsky.social · 27/05/2026
A non-techie friend offered to pay me in crypto. No ZEC, they only have $TRANSPARENT_CHAIN… Eww... I don't want to set up a $TC wallet, deal with the privacy hygiene! Then I remembered @zodl_co let's me give them a $TC address when ends up in my shielded ZEC stash. Killer!
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shielded-nate.bsky.social @shielded-nate.bsky.social · 27/05/2026
Watching an AI log describe generating scripts, it's time to reread A Fire Upon the Deep by Vernor Vinge: quite prescient that 1000s of years in the future on intergalactic ships the humans will need AI assistance to dig down through the layers to debug ancient unix sh scripts...
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shielded-nate.bsky.social @shielded-nate.bsky.social · 09/05/2026
@applesupport Please provide a way to update all apps (third party, non-App-Store) together in a single process with a UX similar to system updates so that I am not constantly bombarded with update requests interrupting my day at arbitrary times from dozens of apps.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 09/05/2026
TIL: While attending an event with a "no AI" rule, I found that I was cognitively impaired, and thus need to do more reps at the meat-brain gym.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 08/05/2026
Zcash devs, Chatham House Rules: "So just quit your job, go anon, and build what you know needs to be built."
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shielded-nate.bsky.social @shielded-nate.bsky.social · 22/04/2026
I am SO on board for the "local first, e2e encrypted, cloneware" that is cannibalizing old-school "web2 all your data are belong to us". logseq > roamresearch, AnyType > notion, etc... What other apps are in this… firefly.social/post/ff-6627a148dbb3…
firefly.social
Continue reading on Firefly.Social
I am SO on board for the "local first, e2e encrypted, cloneware" that is cannibalizing old-school "web2 all your data are belong to us". logseq > roamresearch, AnyType > notion, etc... What other apps are in this category? So much of Web2 is just a UI over a database with small world user interactions. Local first, encrypted, sync'd db tech is proliferating. Love it! Instead of paying by sacrificing your privacy to the adtech panopticon, pay subscription for good UX & data sovereignty.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 21/04/2026
Just relearned about "Auditable, Anonymous Electronic Cash (Extended Abstract), Tomas Sander and Amnon Ta–Shma" from @feministPLT @daira.bsky.social . www.cs.tau.ac.il/~amnon/Papers/ST.c…
cs.tau.ac.il
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shielded-nate.bsky.social @shielded-nate.bsky.social · 21/04/2026
Loving @shieldedmark.bsky.social 's office hours which are covering intro / intermediate study sessions for the dev community. Starting now: multi-session overview of the Zcash protocol spec! Zcash Discord, jump in… firefly.social/post/ff-f1e81a4ab07d…
firefly.social
Continue reading on Firefly.Social
Loving @shieldedmark.bsky.social 's office hours which are covering intro / intermediate study sessions for the dev community. Starting now: multi-session overview of the Zcash protocol spec! Zcash Discord, jump in! @thedrekal is sharing their developer training initiative: 6 week Zcash hacker school from protocol to building product prototypes. Longer term: multi-class platform. 🔥🛡️🔥 https://forum.zcashcommunity.com/t/protocol-study-series-12-session-guided-reading-of-the-zcash-protocol-specification-starting-april-21/55350
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shielded-nate.bsky.social @shielded-nate.bsky.social · 15/04/2026
This looks like a promising crate to file down the annoying edges of work with floats: docs.rs/typed_floats/latest/typed_f…
docs.rs
typed_floats - Rust
Build Status Tests on GitHub CI Version Documentation License dependency status Minimum Supported Rust Version Miri Changelog
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shielded-nate.bsky.social @shielded-nate.bsky.social · 10/04/2026
I always misread AIpocalypse as ALpocalypse and hope it involves Weird Al.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 08/04/2026
@fireflyapp.bsky.social I love your product. Are any product/UX ppl interested in a ~25m chat? (I'm allergic to Telegram so I got stuck on the feedback flow and decided to shout atcha.)
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shielded-nate.bsky.social @shielded-nate.bsky.social · 08/04/2026
Agent Orchestration I will alpha test, subscribe to, or angel invest in: It's a task list / todo manager that provides me with prioritization / planning UX (maaaybe with some AI augmentation as long as I can have thorough… firefly.social/post/ff-66a3a17b53ab…
firefly.social
Continue reading on Firefly.Social
Agent Orchestration I will alpha test, subscribe to, or angel invest in: It's a task list / todo manager that provides me with prioritization / planning UX (maaaybe with some AI augmentation as long as I can have thorough control). Then there's an "active backlog". Agents show up, do work stealing (or more likely tasks are distributed according to pre-existing context in agents which specialize over tasks). There's an inbox of task results showing the original task and a report of the accomplishment or blockers. I review and sign off or request changes. (My brain prefers requested changes to be a new linked task for reasons I could explain elsewhere.) The granularity / scope needs to be chunky enough to be worth my own brain's ~1-10 minute context switch time for serious projects. Compartmentalization: the only write access the agent should have is an append-only revision log. The task report is a capstone revision describing the rest, from a starting context state.
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shielded-nate.bsky.social @shielded-nate.bsky.social · 08/04/2026
Okay, fine, you crazy kids, instead of getting off my lawn, just explain to me how you orchestrate more than ~2 agents? One claude does like 5-30 seconds of work then blocks on a prompt from me. Two claudes makes that… firefly.social/post/ff-6d8cc2a924fe…
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Okay, fine, you crazy kids, instead of getting off my lawn, just explain to me how you orchestrate more than ~2 agents? One claude does like 5-30 seconds of work then blocks on a prompt from me. Two claudes makes that worse plus my machine starts bogging down. The real killer is the prompt. It takes like ~10+ minutes for me to successfully context switch my brain from any focused effort, so ~30s prompts for a 1-10s churn in my brain to respond is waaaaay not worth it.
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