
Aṇukalpānta | testing, exploring and working | discord guy | community team at @dawninternet | love cnn, ml and llm | training somewhere | web3 holder
science and technology
Joined September 2015
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Hendrix.btc ⭕🔶 retweeted
The most interesting products I've fallen in love with this year don't really have an interface.
You don't need to open another app, go through another onboarding, or find another dashboard. You simply reach it the way you'd reach a friend, through a text thread or a phone call, and on the other side sits an agent that is connected to all the tools you use every day, such as your email, your calendar, your messages, your accounts. Then you can simply tell it what you need and it goes off and does it for you. Replies drafted, trips arranged, subscriptions cancelled, appointments moved. The apps it operates are all still there, humming underneath, but you just never see them anymore. They disappeared.
Watching this happen has clarified something I've been thinking about for a while. We are witnessing a new step being inserted in front of every interface we've ever designed. In the last years, using software meant going to the software, opening the app, learning its layout, and navigating its particular logic. Now you increasingly interact with one interface that is connected to all the other interfaces, and the moment that layer works well enough, the interfaces behind it begin to fade from view. They don't fade because they got worse, but because nobody is looking at them anymore.
That is what an invisible interface actually means to me, and it has nothing to do with minimalism or fewer buttons. It means that the interface of the product you built, the thing your team obsessed over and tested and polished for years, basically becomes a back-end, and its primary user is no longer a person but an agent acting on a person's behalf.
I would encourage every designer to sit with that thought for a moment, because it is genuinely destabilizing. The craft I grew up in assumed a human on the other side of the glass, and every decision we made about hierarchy, contrast, motion, or copy existed to help that person see, understand, and act. When the entity clicking through your product is an agent, most of that craft becomes invisible to the one doing the clicking, and your beautiful checkout flow gets traversed in two hundred milliseconds by something that has no appreciation for your easing curves.
This doesn't mean design is no longer relevant, but it does mean it is migrating to another level. The interface layer of an individual service is turning into something closer to a protocol, which needs to be legible, structured, operable, and honest about its state. Designing for machines is still design, just in a different form. The human-facing craft, the part of our work that earns love and loyalty, moves up a level to wherever the person actually is, and increasingly the person is sitting in one conversation that touches everything.
Full essay here: open.substack.com/pub/design…
LFG
Hendrix.btc ⭕🔶 retweeted
Privacy is a human right
Crazy how eager society is to dismantle it at every level
Hendrix.btc ⭕🔶 retweeted
What is the simplest, cleanest technique for self-supervised learning (SSL)?
RotNet (2018), without a doubt
Take an image, rotate by either 0, 90, 180, 270 degrees, and predict its rotation. The model must learn useful features to solve the task.
Read on... [1/2]
Hendrix.btc ⭕🔶 retweeted
The savvy concubine positions herself on the day of ascension
Shivon Zilis@shivonJun 12United States
United StatesConnected via United States App StoreAccount-level information, not a live location or per-post device.
Little koalas on their favorite snuggle tree
Hendrix.btc ⭕🔶 retweeted
"From AGI to ASI": new paper from our team.
This report investigates how AI might develop beyond AGI. It describes theoretical limits, potential pathways, and potential bottlenecks.
arxiv.org/abs/2606.12683
Hendrix.btc ⭕🔶 retweeted
Today, @SpaceX (Nasdaq: SPCX) makes its public market debut with a $75Bn offering (pre-greenshoe) at $135 per share, marking the largest IPO in history.
Congratulations to the SpaceX team. We are honored to serve as joint lead bookrunner and sole stabilization agent.
Hendrix.btc ⭕🔶 retweeted
India’s birth rate has fallen below replacement.
Among those most educated, India’s birth rate fell below replacement many years ago.
India’s fertility rate has fallen below replacement for the first time in the country’s history, declining from a TFR of 2.3 to 1.9 in just a decade.
Delhi’s fertility rate now sits at 1.2, lower than Finland’s.
Follow: @AFpost
Hendrix.btc ⭕🔶 retweeted

Anthropic@AnthropicAIMay 22
United States
United StatesConnected via WebAccount-level information, not a live location or per-post device.
Last month we launched Project Glasswing, our collaborative AI cybersecurity initiative. Since then, we and our partners have found more than ten thousand high- or critical-severity vulnerabilities in essential software.
Hendrix.btc ⭕🔶 retweeted

Daniel Lougen@DJLougenApr 28
United States
United StatesConnected via United States App StoreAccount-level information, not a live location or per-post device.
I want it so bad... lmao
Hendrix.btc ⭕🔶 retweeted
Replying to @teortaxesTex
Ascend 950 Cube is also supporting MXFP4 (E2M1/E1M2) xitter.cf/ogawa_tter/status/2044…
Replying to @ogawa_tter
=>
Huawei Ascend 950, CANN
Mar 16, 2026 xitter.cf/ogawa_tter/status/2033…
FP16/BF16/HF32/FP32/S8
+FP8 (E5M2/E4M3)
+MXFP8 (E5M2/E4M3)
+MXFP4 (E2M1/E1M2)
+HiF8
CUBE, Mar 5 xitter.cf/ogawa_tter/status/2029…
HiF8, Mar 23 xitter.cf/ogawa_tter/status/2036…
PDF raw.gitcode.com/cann/communi…
Intro to Ascend 960-HiFloat4
Today, neural network distillation is a technique that drives all commercially successful LLMs. Modern inference speed and low cost would be impossible without distillation.
Authored by Google's Geoffrey Hinton, Oriol Vinyals, and Jeff Dean, the paper was rejected by the reviewers at NIPS 2014 (now NeurIPS) as "unlikely to have a significant impact."
The paper was published on arXiv and has gotten more than 30,000 citations.
Learn from this foundational paper on ChapterPal: chapterpal.com/s/yny6n2jo/di…
PDF: arxiv.org/pdf/1503.02531
Hendrix.btc ⭕🔶 retweeted
Naval Ravikant's test to determine if you have a high-functioning team:
"When you’re recruiting a new person, you should be able to say to them, “Walk into that room where the rest of the team is sitting. Take anyone you want—pick them at random—pull them aside for 30 minutes, and interview them. And if you aren’t impressed by them, don’t join.”"
Great all-in-one resource for anyone interested in @NoirLang
github.com/noir-lang/awesome…
Hendrix.btc ⭕🔶 retweeted
Replying to @toly
There is no technology in the world that could ever fix the spam replies of a crypto account — because 80% of crypto is simply bots.
The only path out is to enable the 2nd degree reply restrictions.





































