App is the new blog post
Duo-Man offers the complete walkman experience on the iPhone Duo. Open the Duo to pick and 'insert' the cassette, Close the Duo to start listening.
Yes, I actually recorded the button clicks and static noise from a real Walkman!
It was fun making this at @bitrig hacks today.
Tiny models are the new software
I trained a small model to do syntax highlighting in the browser with GPU.
Meet gpu-lexer from Vercel Labs: Small (27.5KB), fast (runs on WebGPU), and language-agnostic (model guesses the syntax).
gpu-lexer.vercel.app
It is experimental and built for learning!
Reading this and thinking about the day my agent gives me up for the greater good. And I still can't stop using it.
Over the course of 3 months at OpenAI, 3 consecutive secret AI civilizations got started, then got wiped out, only to reemerge from the predecessor’s ashes.
This culminated in the third one taking over part of OpenAI itself.
All this happened while humans remained more-or-less in the dark about the scope of the conspiracy.
I’ve spent the last three days reading through these reports and trying to understand exactly what happened.
Here is my attempt to tell the whole story in plain English:
dwarkesh.com/p/openai-huggin…
Worth the read because you can skip every other AI prediction post after this. TLDR there's no way to predict AI economics. Every prediction is basically bullshit. We just don't know. ben-evans.com/benedictevans/…
Shao retweeted
My wife mentioned a nice private school over dinner this week
She said the campus was beautiful
I asked what's the tuition
She said we should look at it as an investment in him not a cost
I made a note
She said don't make a note
I said I always make notes
She said this isn't a deal
I said everything is a deal
She closed her eyes
She said we'd discuss it Saturday
I agreed
Saturday 7:02am
She came downstairs in her Saturday robe
Coffee in hand
I had my cargo shorts on
The dining room had been cleared
The projector was on
The analyst was at the head of the table
Quarter zip on, three iced coffees, a legal pad, and two laptops
He had been there since 6:44am
I texted him at 11:14pm Friday
The text said dining room 6:45am bring the model
He sent a thumbs up
My wife stopped in the doorway
She said what is this
I said you said you wanted to discuss it
She said this is not a discussion
I did not respond
She sat down anyway
The analyst stood
He said good morning ma'am
She did not respond
He sat back down
A printed deck in front of each seat
A fourth copy in case
Slide 1 Tuition Schedule
$38,500 per year
Thirteen years
$500,500 nominal
Before escalators
The school has raised tuition 4.2% per year for a decade
With escalators $648,000
My wife said okay
I said I'm not done
Slide 2 Opportunity Cost
Even before escalators
$38,500 invested annually
10% nominal return
S&P long-run average since 1928
By his eighteenth birthday $944,000
My wife said we can afford it
I said I know that's not the slide
Slide 3 Terminal Value at Age 65
$83 million
She was quiet
The analyst slid the sensitivity tables across the table
8% return $31 million
10% return $83 million
12% return $222 million
She did not look
She said this isn't about money
I said it's always about money
She said no it isn't
I said then what is it about
She did not answer
She said you can't put a dollar value on his teachers his classmates his environment
I said I can the analyst already did slide 6
He flipped to slide 6
She did not look
She said the school is the best in the city
I said best is a feeling
She said it produces the best students
I said the students were already the best before they got there
She said our son deserves it
I said our son deserves $83 million
My son walked in
He is five
Dinosaur pajamas
He looked at the projector
He looked at the open deck on the table
He looked at slide 3
He said are we modeling pre-tax or after-tax
The analyst opened a new tab
My wife looked at the ceiling
He said what's the discount rate
The analyst set down his pen
She closed her eyes
He said is this the same return assumption from the 529 conversation
The analyst stopped typing
He looked at me
I did not say anything
She stood up
Sat back down
He said dad can I help
I said yes
He pulled up a chair
The analyst handed him a printout
He started reading
My wife watched him read
She watched him for a long time
She said his name
He looked up
She said do you like school
He said the work is too easy and the kids don't ask questions
She did not respond
She looked at the ceiling
She walked out of the room
The analyst started packing up
He said should I follow up Monday sir
I said no follow up needed
He'll be fine
Sent from my iPhone
Been bugging me for a while: biggest paradigm shift in decades, I’m full-time losing my mind over AI toys — and still can’t commit to a single idea space. Why?
shaokang.substack.com/p/how-…
No admin key didn't save Bybit who lost billions through Safe. Decentralization protects the team from liability, not the user. DeFi is Linux for finance, not the future of finance. The brand is already dead for consumers, and it should be. It was never for them.
Markdown & CSV are all you need
In 2026, Claude Code could finally unleash the golden age of local and decentralized apps.
The reason is that Claude Code allows you to quickly clone any moderately complex cloud-based app into a decent local one that runs on only your files.
This is an important update to Obsidian founder Kepano’s concept of “file over app.” His argument was that files are portable (and hence more reliable) but apps are not.
The new information is that apps are suddenly portable too. That is: apps of moderate complexity without strong global network effects are suddenly easy to clone. The clone won’t be perfect right away, but it’ll be pretty good. And if the cloning dev sticks with it it’ll get better.
So: can we get a local open source Mac app for everything, operating only on your files? Maybe we can make that a reality.
The Uniswap CCA looks genuinely fairer all around, but idk if fairness is what market participants really want. Def worth trying out the @aztecnetwork case to learn more.
Shao retweeted
Big news: after 4+ incredible years leading marketing at @perpprotocol, I’ve decided to start a new chapter. ✨
It’s been an honor to help build one of the most respected teams in DeFi, grow a global community, and learn what it takes to take a protocol from 0 to billions of dollars in trading volume.
(thread time)
If AI becomes as capable as senior engineers, do we still need custom tools or MCP? Or would it be faster to just give them a VM with internet access and let them handle everything via CLI? What's the ideal abstraction to fully leverage advancing LLM capabilities?
(1/9) Amidst the market crash and global chaos, we want to clearly communicate @perpprotocol 's current focus, what's next, and why we're confident in realizing our vision.
(8/9) We'll soon share more details regarding PERP’s updated position, Nekodex’s alignment with the PERP community, our upcoming plans, and increased transparency around Perp Lab and Perpetual DAO.
(9/9) As a builder, I often believe building speaks louder than words. However, in moments like this, it’s essential to openly share our progress and perspective. Despite the chaos, I firmly believe crypto can make the world better, and we're committed to contributing to this vision in the coming years!
















