
aggressively curating (see reposts) current: @superhuman Past: @copy_ai @futurism Watch my videos below 👇
New York City
Joined November 2011
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The artist creates markets.
What makes great art is a question too few people in business ask. Much of business operates through commercial incentives and commoditized thinking, both of which are often downstream of what artists first imagine.
Business has also become far too obsessed with next quarter’s results. The artist works on a different horizon, often without knowing whether a market for their work will ever exist.
Edwin Land, the inventor of Polaroid and one of Steve Jobs’ heroes, understood something essential about this:
“The important and nearly impossible projects such as we set for our goal require prolonged periods of intensive concentration.”
The ability to sustain attention gives each individual a chance to create something that previously seemed impossible.
Yet the sheer number of decisions our current technology forces upon us makes this anything but an artist’s paradise.
We have confused convenience with progress.
Technologists offer us the tooling, but the values guiding its design have gone terribly awry. If we’re approaching the renaissance Altman envisions, we ought to ask what kind of human activity our technology is making possible.
So many of our screens demand our attention simply to operate them. We spend our days clicking through business applications, reconstructing context, managing workflows, and performing what increasingly feels like cosplay of productive work.
All this activity, with remarkably little new creation to show for it.
Our values have become splintered, in part because the algorithms organizing our attention reward fragmentation. We’ve optimized for engagement, retention, and the repeated return to the interface.
Perhaps the next great innovation is the recovery and re-founding of the values that should guide our technology in the first place.
And I have a feeling those values begin with protecting human attention.
Because attention is what makes sustained intention, independent judgment, and ultimately creation possible.
Perhaps, in the end, we should measure technology by the meaningful decisions it enables per unit of human attention, rather than the amount of attention it retains.
Decision quality per unit of attention.
Maybe that’s a better metric than retention.
Austin Calvert retweeted
If you know who knows whom, who trusts whom, and what people are looking for, you can build an entirely new graph that can move itself.
Austin Calvert retweeted
Sex is great but have you ever seen your warm path to anyone you want to meet?
Austin Calvert retweeted
Facebook built the friends graph. LinkedIn built the professional graph.
Agents need a new one: the access graph. Who can actually get you to whom.
Soon you won't reach people yourself. Your agents will, by asking the agents of the people you trust. Your next investor, hire or customer will come through that.
Starting today, Gigi brings the access graph to the agents you already use (ChatGPT, Claude, Instinct, Muse, Dots, Grok, etc). You can now ask them:
→ "Find me access to customers to sell my product to."
→ "Find me intros to these 25 angels."
→ "Who can get me to Sam Altman?"
They come back with the friend who can make each intro. You choose who to ask.
Your agents could already find anyone. Now they can get you access to the people you want.
Not a single software company has developed a specific direction for what productivity could mean with infinite intelligence.
Everyone wants to ship another deck, but in effect, the work is working us.
The actual work will be found in developing something new, not having the work work us. In essence, the enablement of bureaucrats should be the goal. AI will lead them there, that is a certainty. Mathematical functions acting upon their data will deliver a trajectory to each user and suggest who they could and should coordinate with within a large institution.
We have to think about what we could be doing, not just managing and looking backwards.
2
2
90
Not money, not time - but attention.
“The real currency of life is attention
What you choose to pay attention to
And what you do about it”
- @naval
THE REAL CURRENCY OF LIFE
OUT NOW
Austin Calvert retweeted
give a man a tool, and he'll get to work.
give a man a way to build his own tools, and building tools becomes his work.
Austin Calvert retweeted
Truth-seekers take feedback from nature (planes have to fly), free markets (customers have to buy), or competition (militaries have to win).
Consensus-seekers take feedback from people (actors want fans, academics want honors, politicians want votes, journalists want status).
at this point i suspect i would rarely if ever work for a non founder led company. you just notice the differences way too much.
the job turns out to be less about the actual work & more around the work surrounding the work which truly does a number if you actually want to build & launch great things.
Austin Calvert retweeted
perfect cognitive style for the Agent Age:
1.ADHD-level context-switching capabilities
+
2. extremely high agency/drive
+
3. ability to keep a long time horizon managerial bird's eye view on goals
but you usually only get 2 of them at once
i hate apple’s voice dictation so much. my god, how is it still this horrendous? this should’ve been one of the *first* things they fixed with the new siri.
voice is becoming one of the most important input interfaces for computing yet apple still can’t reliably turn speech into text.
Austin Calvert retweeted
Constructor theory of time, published version: iopscience.iop.org/article/1…
this is actually a really fun interview question to determine product sense.
just ask someone what the future of email looks like, & if their answer is anywhere near building yet another email client, you have to likely question their product instincts.
the entire point of a paradigm shift is to rethink which products should exist, not simply recreate the old ones with some ai sprinkles.
email is a database roughly speaking, claude already has access to it & it has i/o too. if anything every service will simply have an email address that you can use through the same chat interface, even then it's likely a bit confusing anyway. if my claude has its own email address as a vector for others whom i interact with to send, it'd be nice in many cases but also this introduces all sorts of other challenges, you'd have to think about what messages matter, spam, etc. stuff that gmail solved. so you're inventing wheels that do not need to be.
I bet @AnthropicAI launches a GMAIL and OUTLOOK killer next... CLAUDE MAIL coming.
Austin Calvert retweeted
Horoi 0.2.0 is out.
The left sidebar is now collapsible and shows labels and CURIs on hover; the search works better and as a filter. Also improved deployment and UX.
Horoi is an open-source tool for generating ontology documentation.
The ontology diagram is generated from the ontology file, and text from the term labels and terms' cURIs on hover.
The rest is the usual term cards, just prettier.
github.com/kvistgaard/horoi
Austin Calvert retweeted
c̵o̵n̵t̵e̵x̵t̵ ̵e̵n̵g̵i̵n̵e̵e̵r̵i̵n̵g̵
̵h̵a̵r̵n̵e̵s̵s̵ ̵e̵n̵g̵i̵n̵e̵e̵r̵i̵n̵g̵
goal engineering
Austin Calvert retweeted
Replying to @popflavius
Nothing very fancy/complictaed. They all share an agents.md where 3 things are defined per workspace=agent
1. Sources to watch (eg Slack channels to read)
2. Part of the brain relevant and that they can write to
3. Section of the to do list they own
But for me the workspace=topic structure is important to define where the works lives. If I want to work on legal, I open the legal workspace. It has only relevant context for the running session, its own subagents, etc.
The orchestrator is a task manager and helps me prioritize and launch some of the task to the relevant workspace.
Austin Calvert retweeted
I've changed how I work over the last few weeks.
I now have one lead agent for each area of focus, running all the time, and a chief of staff agent that oversees them. Each lead manages its own sub-agents that write code, test it, chase reviews, and coordinate with team members.
Everything I need to decide or review comes into one prioritized queue, a simple local web app. Each product review includes screenshots and a video demo of the feature. I clear the queue in batches, mostly by voice and keyboard shortcuts. The leads also bring back ideas I hadn't considered.
Working from one queue, instead of switching between dozens of chats, has cut a lot of mental overhead. The system keeps learning my preferences and distilling my judgment into a "Brian brain," so its recommendations and first drafts get better before they reach me. The goal is fewer corrections per change.
Every change still goes through the same human review and security checks. It is eliminating tasks, not human judgment.
What an exciting time to push the frontier of productivity, especially as we build the economy for agents (agentic finance). We should all keep pushing in this direction.




















