
Growth, startups, Tweets etc. | fCMO @ week over week | Growth Partner at https://xitter.cf/t.co/qGvxkQoHGx | ex-@OutPointHQ, @Borrowell, @ProperlyHomes, @PolicyMeHQ
Toronto, Ontario
Joined June 2012
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- Following3.4K
- Followers1.4K
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Looking for a fractional North America-based B2B marketer who's as comfortable in the weeds of sales ops and revops as they are writing copy and content (not Al slop, please). I know these are different skill sets, but they aren't mutually exclusive.
Rare combo, I have faith you're out there!
I want an SF/YC-style AI product launch video, but I want to work with a Canadian shop to make it.
Who should I talk to?
Rob Palumbo retweeted
People who cured / are curing their own cancer on X:
1/ @sytses - bone cancer, billionaire founder of Gitlab, developed 10+ personalized therapies for himself.
2/ @paul_conyngham - shrank his dog Rosie's mast cell cancer tumors after chemo and surgery weren't enough. Now backed by YC and Founders Fund
3/ @miriamgonp - stage 4 breast cancer, tumor sequenced, searching for vaccine manufacturer now
4/ @kevinace - stage 4 lung cancer, angel investor in 300+ companies, first drug stopped working after 18 months. Vaccine designed, now paying $300k out of pocket for the vaccine
5/ @masonbgrant: going founder mode on his his 32-year-old wife's rare liver cancer, sequencing her tumor with AI agents
6/ @ArunRLverma: former product leader at Atoms and Shopify, brain tumor, built a vaccine from his tumor. Now building an AI health agent startup based on what he went through
We're going to make it
Rob Palumbo retweeted
There are 2 simple things that set apart those that are destined to be elite:
1. They care deeply
2. Act with urgency, no patience
They do these to a point where it seems ridiculous. This is all you need to pursue excellence.
Rob Palumbo retweeted
Pay for AI. Not extra fees.
Hopscotch is an LLM router for developers: 500+ models, one API, provider list prices. No token markup, top-up fees or subscription. Built-in spend limits.
Create an account, add credit and start building.
Rob Palumbo retweeted
the best people i know doubt themselves every day, are paranoid everyone's coming for them, yet certain they're going to win
all at the same time
there is one universal truth:
you have to use emotion for acquisition & substance for retention.
you can apply it to products, dating women, whatever. the same damn principle applies everywhere: what gets someone interested is rarely if ever the same thing that makes them stay.
Rob Palumbo retweeted
It’s all so obvious.
Make good products.
Make good ads.
Have a good offer.
Use a 3pl.
Run the ads on meta.
Take care of customers.
Repeat steps 1-3 until rich.
That’s all the info you ever need.
Don’t buy a course.
Just read the list. And try again.
Rob Palumbo retweeted
Feels incredible to see customers using, critiquing, and frankly, caring about what we are building.
Easily one of the best feelings in the world.
Playing around with @HopscotchAI for a cheaper OpenRouter (model router) alternative to access uncensored models (a must today for any security reseracher)
Reasons I'm looking for an alternative:
- OR has hidden defaults like "Allow free endpoints that train on request data" which annoy me
- The routing fee is wild, unless you switch to price-sort, which in return sends your prompts to the entire world
- Going to a direct provider (e.g. digital ocean) may be predicted, but again not ideal routing fee
@HopscotchAI wins I found so far:
- beautiful fine-grained controls over daily caps
- 1 click zero data retention guardrails and data leakage blockers
- Chaining providers (!!) - instead of relying on "cheap" as a decision chain, you can create an ordered provider preferences to have complete control on where your data is going
I use hermes as a harness to plug to this, you can set it up in anthropic if you enable developer tools but hermes is more native to that kind of work
Rob Palumbo retweeted
Everyone talks about what AI will do. But almost nobody asks who will pay for the machines. Taking advantage of AI will require an extraordinary amount of capital, from data centers to new power plants. Will that capital be around?
I try to address that question in the first draft of my new paper “Saving for the Machines.”
To show how important capital is to fuel the transition to an AI-based economy, I document how the same technology path that generates 11.7% annual growth when households choose their saving rate optimally delivers only 2.2% when the saving rate remains fixed. In other words, if we experience slow growth over the next few years despite fast improvements in AI, this slow growth may reflect too little capital accumulation instead of a technological bottleneck.
The key to this result is that AI raises the capital share by moving tasks from labor to machines, which requires that those machines are built. In comparison, ordinary technical progress makes labor and existing machines better at the tasks they already perform.
To inspect the mechanism, I start from an accounting identity: the saving rate is the capital share times the ratio of investment to capital income. If I take the evolution of the capital share as given, I can ask how much the latter ratio moves in response to that evolution. Crucially, with an optimizing household, this ratio barely moves. As machines take over tasks and the return to capital rises, the household responds by letting consumption grow faster, by the intertemporal elasticity of substitution times the rise in the return. To pay for that faster consumption, capital must also grow faster by the same amount. So, the household keeps investing about the same fraction of what the machines earn. And since machines earn a larger share of output, the saving rate also goes up. With a fixed saving rate, the same accounting identity tells me the opposite: the ratio falls in proportion as the capital share rises.
Will the U.S. and other advanced economies then generate enough capital? For many reasons, I doubt it. We might end up in a situation where many of the opportunities offered by AI are left on the table. This is particularly important for all who think that AI might get us out of many problems, such as fiscal troubles (like in France) or ultra-low fertility. We need to save for the machines, and it is not clear we can do that.
Anyway, this paper has been long in the making (many months of hard work), but I have learned much from it. In particular, working through the model changed my mind about many issues related to AI. Again and again, my intuition said X, but the math said Y. And math always won in the end. That is why we write formal models.
A nice example is Proposition 5, whose proof is the one I like the most in the paper. With improving machines and strong task complementarity, there is no fixed balanced growth path because the target itself keeps moving. The nice part of the proof is to realize that, after the right normalization, the moving target becomes a fixed point, and the saddle gets steeper as machines improve. So instead of falling behind, the economy tracks the moving BGP more and more closely. A fair amount of ODE work to get there, but a very simple economic idea underneath it once you get it.
The paper is here:
sas.upenn.edu/~jesusfv/Savin…
and the slides are here:
sas.upenn.edu/~jesusfv/Slide…
Rob Palumbo retweeted
Introducing Guardrails for your LLM API keys. Now live in Hopscotch.
• Cap daily, weekly or monthly spend
• Block sensitive data before prompts reach a model
• Require zero data retention
Set your rules, attach them to your keys, and start building.
SalesJack Launches Project Management to Help Lumber Dealers Sell More of Every Job - businesswire.com/news/home/2…
Rob Palumbo retweeted
This is exactly why we built @HopscotchAI:
- 0% markup, so no routing fee
- Daily spend caps per key and per teammate
- Guardrails that block data leaks (shipped today)
- Ordered provider chains, so you decide where your data goes
One key, 500+ models, and BYOK is free.
Playing around with @HopscotchAI for a cheaper OpenRouter (model router) alternative to access uncensored models (a must today for any security reseracher)
Reasons I'm looking for an alternative:
- OR has hidden defaults like "Allow free endpoints that train on request data" which annoy me
- The routing fee is wild, unless you switch to price-sort, which in return sends your prompts to the entire world
- Going to a direct provider (e.g. digital ocean) may be predicted, but again not ideal routing fee
@HopscotchAI wins I found so far:
- beautiful fine-grained controls over daily caps
- 1 click zero data retention guardrails and data leakage blockers
- Chaining providers (!!) - instead of relying on "cheap" as a decision chain, you can create an ordered provider preferences to have complete control on where your data is going
I use hermes as a harness to plug to this, you can set it up in anthropic if you enable developer tools but hermes is more native to that kind of work
Rob Palumbo retweeted
tweeting all day about being an ai engineer without ever touching prod traffic or writing real tool calls is wild.
once you're shipping things people use every day, you don't even have to brainstorm what to say. broken edge cases give you way more signal anyway
switch from openrouter to hopscotch
Playing around with @HopscotchAI for a cheaper OpenRouter (model router) alternative to access uncensored models (a must today for any security reseracher)
Reasons I'm looking for an alternative:
- OR has hidden defaults like "Allow free endpoints that train on request data" which annoy me
- The routing fee is wild, unless you switch to price-sort, which in return sends your prompts to the entire world
- Going to a direct provider (e.g. digital ocean) may be predicted, but again not ideal routing fee
@HopscotchAI wins I found so far:
- beautiful fine-grained controls over daily caps
- 1 click zero data retention guardrails and data leakage blockers
- Chaining providers (!!) - instead of relying on "cheap" as a decision chain, you can create an ordered provider preferences to have complete control on where your data is going
I use hermes as a harness to plug to this, you can set it up in anthropic if you enable developer tools but hermes is more native to that kind of work















