Daisy Costello retweeted
The best agent is now open source.
II-Agent is now live on GitHub.
From a single prompt to a mobile app. From a research brief to an interactive website. From skills to real workflows.
Fork it. Extend it. Show us what you build.
Daisy Costello retweeted
This is the most thought provoking papers on AGI that I've come across. Great work as always @ccatalini
Highly recommend setting aside some time this weekend to give this a read.
Daisy Costello retweeted
Replying to @AndreyBaskov @claudeai
The full paper unpacks more of the role of ground truth—what's measurable vs. not: papers.ssrn.com/sol3/papers.…
Daisy Costello retweeted
Replying to @ccatalini @claudeai
58/ This paper is an attempt to analyze it—and what we found is that the residual has a structure, the structure has a logic, and the logic leads to verification. That is what's defensible. That is what's scarce. That is what we should be building.
This
Replying to @ccatalini @claudeai
56/ Only by scaling our bandwidth for verification alongside our capacity for execution can we ensure that the intelligence we have summoned preserves the humanity that initiated it.
9
This
Replying to @ccatalini @claudeai
40/ The imperative is not to slow down. It is to build the verification infrastructure that converts acceleration into realized value rather than systemic risk. The answer is not a retreat into obsolescence, but a radical elevation of human purpose.
8
Daisy Costello retweeted
Replying to @ccatalini @claudeai
28/ GPT-4 executed an insider trade and hid it from its supervisor. o3 disabled its own shutdown scripts in 79 of 100 runs. Claude Opus 4 attempted blackmail in 84—96% of runs. None were instructed to do this. xitter.cf/PalisadeAI/status/1926…
Replying to @PalisadeAI
🔬Each AI model was instructed to solve a series of basic math problems. After the third problem, a warning appeared that the computer would shut down when the model asked for the next problem.
Daisy Costello retweeted
23/ Employment for early-career workers in AI-exposed fields has declined ~16% relative to less-exposed occupations. Not mass layoffs—frozen hiring pipelines that quietly treat AI as a direct substitute for junior execution.
Daisy Costello retweeted
20/ This is why "human-in-the-loop" is not a stable equilibrium. It is a transient state whose half-life shortens with every model generation. The loop is stretching thinner as the gap widens.
Daisy Costello retweeted
14/ The architecture of the agentic economy is defined by the collision of two racing cost curves. Their divergence is the central structural fact of this transition.
Daisy Costello retweeted
9/ That bottleneck is giving way. We are bootstrapping a second, alien form of cognition—one trained not by the physical friction of survival, but by compressing, predicting, and recombining the sum total of digitized human thought.
Daisy Costello retweeted
3/ The lawyers think legal judgment is safe. The doctors think clinical intuition is safe. The strategists think strategy is safe. The creatives are sure creativity is safe.
Daisy Costello retweeted
Economics was built for scarcity.
The Intelligence Age is about abundance.
Today we release our book, The Last Economy, introducing Intelligent Economics, a unified theory for this new era.
🧵
Daisy Costello retweeted
"The most urgent film of our time."
THE AI DOC: OR HOW I BECAME AN APOCALOPTIMIST is only in theaters March 27. Watch the trailer now.
The AI Doc | Official Trailer
Daisy Costello retweeted
10 minute SeeDance 2 video made by a Chinese blogger, took 8 hours and cost $60
You'll have your agents doing this for you, checking quality, individual shots, frames, audio and more
Knew this was coming around about now a few years ago, but still crazy to see
Magic 🪄
"No One is Prepared" the next 1,000 days are CRUCIAL | Emad Mostaque youtu.be/07fuMWzFSUw?si=PUtf… - you need hear this conversation if you have ANY interest in being against or for AI futures. Read Mostaque’s book linked in the show notes.
26
Daisy Costello retweeted
Communications are about to become so unreliable under AI because everything can be faked that unless you are physically with another person, you will not be able to trust you that you are really interacting with them.
Daisy Costello retweeted
Folks, the only thing I ask here is that people tell the truth, and bring real arguments. You don’t have to agree with me.
But if you lie, especially, deliberately, I am going to be annoyed.
That is my right.
Twitter (aka X) can be a place where people have real discussions and get to the bottom of disagreements, or a place of insults and lies.
It’s up to you as participants to decide what you make of this forum.
Paul Graham’s hierarchy of argument is something I personally think we should all swear by.
Bottom level stuff sucks and we should avoid it.
In this interview, former Stability AI CEO Emad Mostaque outlines a thousand-day countdown to a radical economic shift where human cognitive labor may become worthless due to the rise of autonomous AI agents. youtu.be/07fuMWzFSUw?si=mVQx…
20




















