
🇨🇦🇨🇴 19, high school principal @units_school backed by @ycombinator
Joined June 2020
- Tweets1.3K
- Following732
- Followers2.5K
- Likes2.6K
every launch vid now is like
*cavemen making fire*
*model t*
*wright bros*
*moon landing*
*nuclear bomb detonation*
“every great innovation was once called crazy… that’s why today we’re launching AI-powered automated accounts receivable for operationally complex services businesses”
Daniel Martinez retweeted
I have the CHEAPEST ai video provider out there
everyone's gatekeeping this MCP
highlights:
seedance at $0.086/s
google omni 1.1 flash at $0.02/s
& more..
idk why no ones talking about it
cheaper than
higgsfield (by 40%)
Kie
& Sume
RT & comment "MCP" and i'll dm u the link
Introducing DeepRSI, a new industry standard for measuring recursive self-improvement.
On preexisting benchmarks, tasks are contributor-based and short-horizon (~12 hrs). In DeepRSI, we push agents to work 48 hours on ML tasks actually derived from ongoing proprietary research.
Daniel Martinez retweeted
If Canada made america.gov it would be called cgc-cms-srv136.services.cra-…
Daniel Martinez retweeted
TLDR:
Learning in a classroom has been proven to be worse. Learn the fundamentals, then apply it in the real world.
Researchers proved AI has deleted every reason universities exist.
Harvard University ran a controlled experiment pitting a custom AI against their own top-tier classrooms.
And the results are going to collapse the higher education bubble.
They took 194 undergraduates and split them up.
One group learned physics in one of Harvard’s best hands-on, active-learning physical classrooms. Group work. Instructor support. The premium university experience.
The other group went home and learned the exact same material with an AI tutor.
The AI didn't just win. It embarrassed the institution.
Students using the AI learned more than twice as much as the students in the elite Harvard classroom.
They scored 30% higher on the final assessment.
And they did it in less time.
Let that sink in.
A piece of software sitting on a laptop outperformed a world-class faculty in one of the most elite learning environments on Earth.
Universities have always justified their exorbitant tuition with two things: access to elite knowledge and the physical classroom experience.
This study just proved both of those moats are gone.
When software can teach you complex physics twice as well as a $60,000-a-year institution, the math of higher education breaks permanently.
The AI didn't just give the students answers. It used strict pedagogical guardrails. It guided. It questioned. It forced the students to do the cognitive work.
It offered perfect, one-to-one tutoring, personalized to the exact moment a student misunderstood a concept.
That level of attention is mathematically impossible to scale in a physical lecture hall.
For a thousand years, the university was the only place to get a premium education.
Now, it’s the bottleneck.
If AI can double your learning speed for a fraction of the cost, what exactly are students taking on decades of debt to pay for?
Daniel Martinez retweeted
Introducing Prism
TL;DR: Prism is an inference cloud for open source LLMs. We use agents to optimize our deployments for cost, latency, and throughput (we serve DeepSeek V4.1 Flash at 547 tok/s).
prisminference.com
Daniel Martinez retweeted
Echoing what's happening in Ontario, enrolment in private schools is up in Manitoba, too. If families are looking for alternatives to public education, the public system needs to get serious about asking why. This parent cites fewer high-stakes exams & weak academics in the public system.
winnipegfreepress.com/breaki…
Daniel Martinez retweeted
I know why enrolment in Ontario public school is dropping and so does everybody else who works in public education.
It has nothing to do with special education.
“Enrolment is declining in nearly 60% of Ontario school boards, representing 78% of total enrolment.
“Enrolment in private schools is up 9% and home-schooling up by 33%.”
Reap what you sow.
The good news is that public school employees are literally eliminating their own jobs.
Daniel Martinez retweeted
We're in the middle of the second renaissance where proof of work replaces the resume, an audience replaces the employer, and taste replaces credentials.
Daniel Martinez retweeted
Stanford tested two ways of giving feedback to students. Group one got standard comments. Group two got the same comments with one added sentence: "I'm giving you these comments because I have very high expectations and I know you can reach them."
Group two improved at four times the rate as group one, despite having the same correction.
Give your children the gift of high expectations.
Daniel Martinez retweeted
One of my office hours today was with a founder from 2011. Company's still going, doing pretty well. I asked him to give some advice to the next group, from the current batch. He said the biggest test is your own psychology. Can you keep going despite all the obstacles you face?
Daniel Martinez retweeted
you can indeed dm your way into changing the trajectory of your life
you’re always just one dm away from a new job, a future partner, a new friend, or an opportunity you never saw coming
























