CEO @AgentCloakAI Sovereign AI with @InCountry Sovereign Data | @Layer3Press AI news agents with Nostr censorship resistance | 6x exits | Former CTO/CIO @CBSi
Miami Beach
- Tweets 6,129
- Following 2,009
- Followers 8,016
- Likes 99,197
Pinned Tweet
Introducing AgentCloak: Use any AI without sharing your real data.
Chinese AI services, ChatGPT, Claude, doesn't matter.
You probably try to hide details before asking: different names, fake numbers, no address.
But then the answer's useless because the AI is missing actual context.
AgentCloak runs in your browser.
It swaps your sensitive info for realistic fakes before sending anything, then swaps your real info back into the response.
You get what you need.
The AI gets nothing about you.
Works entirely in-browser.
Already trusted by some of the biggest companies in the world.
Now free to use.
agentcloak.ai/
371
1,048
7,079
2,291,911
2 year useful lifespan of AI chips that are on a 6 year depreciation schedule, due to uncompetitive intelligence/watt. And this will accelerate as the next generation of Talaas-style inference chips start rolling out. Expect a lot of writedowns from the hyperscalers and neolabs.
By $AMZN own admission (as did $MSFT), the rate of depreciation of $NVDA GPUs is far faster than prior to Ai.
“The shorter useful lives are due to the increased pace of technology development, particularly in the area of artificial intelligence and machine learning.”
They’re basically junking old H100 and H200 in warehouses and replacing them with new generations due to power restraints. Ie rotating in Vera Rubin to replace older generations that had a real life of 2-3 years. The worst part is, the paper depreciation is over 6 years, meaning that even while many GPUs were actually physically depreciated in 2-3 years, the losses from that still haven’t shown up on the balance sheet even while not generating revenue; those losses are being spread out over an additional3-4 years.
Now $AMZN just saw its operating income peak, and it’s about to reverse in a very way with its recent exploding Capex spending set for depreciation…
Amazon saw depreciation rise to $9.2 billion vs $5.6 billion YOY for Q3. A 64% increase. Next quarter comes the BIG depreciation costs to hit operating income (reversal), with true negative operating income to hit in late 2028.
1
1
333
Peter Yared retweeted
1/4
Meet Qwenputer: Qwen3.5-4B with a full RISC-V CPU inside its weights, using the model's own Gated DeltaNet layers as RAM.
It runs C and MicroPython in its forward passes, no external runtime.
On DeepMind math: base 55–90%, base + Python tool 95–100%, Qwenputer 97.5–100%.
291
753
6,061
858,439
AI analysis of polling methodology!
Introducing our new AI poll analysis and rating. Our AI system rates Marist's Michigan poll as a "C". Full analysis below. us.nos.news/articles/31dd891…
2
6
238
Wrote an article for @refreshmiami on how Carnegie Mellon coming to Miami is about far more than just a new campus. There will be a startup ecosystem built around the campus, and it will accelerate the Miami area as the country's next coastal metropolis.
NEW POST you won't want to miss - Miami is emerging as America’s next coastal metropolis and here's why, says @peteryared . Do you agree this is Miami's opportunity? refreshmiami.com/news/miami-… @refreshmiami #MiamiTech
6
4
51
1,924
I love this, back to the future!
TIL: Gen Z loves Yahoo ?!?
“Over 50% of our audience is Gen Z & Millennial. 75% of Gen Z is using Yahoo or one of our products.”
Jim Lanzone (@jlanzone) reveals how Yahoo’s legacy brand was able to capture the Gen Z audience:
“College Fantasy Football, we kinda broke the internet when we announced it this summer, and it has been amazing.. We had our 3 biggest days ever this year for NFL, but College—40% of those users are brand-new to Yahoo.”
“We have seen a 31% absolute point lift in brand love with Gen Z. That’s from our Cardi B campaign, from our Kyle Cooke, the Weatherboy campaign, from Summer House.”
“It has been incredible to see that Yahoo has a lot of latent brand love in there for it, & especially with younger audiences.”
2
5
480
Next up, replace MCP calls with API calls
We built a new harness using @typesafeai's Jev that cuts the cost of repetitive work by 90%. The harness learns the job as it runs, moving steps from LLM calls to code.
Running 100,000 compliance alerts costs >$290K on Opus 5.
With agentrun() we got it down to <$26K.
3
1
17
1,486
Huge for Miami tech to have CMU a top tech university set up shop, and especially the top robotics university!
More on #MiamiTech’s big news of the year. Carnegie Mellon to open a major Wynwood campus. We’ve updated this with more details! @refreshmiami #moamitech refreshmiami.com/news/its-a-…
3
2
34
1,503
This is pretty cool!
Here’s a real example.
I asked SocialCrank:
“Find me the founders in Miami who follow both @goblintown and @ajt so I can invite them to a dinner at Art Basel.”
113,034 @goblintown followers
→ 317 in Miami
→ 42 founders
→ 26 overlap with @ajt followers
All in a few seconds.
2
6
2,019
Maybe you can first get a yoghurt plant approved, and then switch it to a data center!
@Chobani is the #1 yogurt brand in the country. They could have chosen to invest anywhere — but they chose Pennsylvania.
This is just the latest proof that our economic development strategy is working.
Bringing Chobani to Pennsylvania will strengthen our dairy industry, create more opportunity for our farmers, and reinforce Pennsylvania’s role as a national leader in agriculture and manufacturing. That’s a win for everyone across the board.
2
7
777
It's a massive personal data pipe into AI
🤮 EU Member States propose a #ReverseRobinHood:
Take personal data from Millions of people and give it to the US-Billionaires. Data gathering for "AI processing" made automatically legal under the #GDPR.
#DigitalLandGrab
irishtimes.com/business/2026…
3
14
726
Building AgentCloak Desktop to protect your data from AI was fun.
I have to say making this video was even more fun!
Introducing AgentCloak: Use any AI without sharing your real data.
Chinese AI services, ChatGPT, Claude, doesn't matter.
You probably try to hide details before asking: different names, fake numbers, no address.
But then the answer's useless because the AI is missing actual context.
AgentCloak runs in your browser.
It swaps your sensitive info for realistic fakes before sending anything, then swaps your real info back into the response.
You get what you need.
The AI gets nothing about you.
Works entirely in-browser.
Already trusted by some of the biggest companies in the world.
Now free to use.
agentcloak.ai/
6
2
39
2,554
AI safety isn't that complicated. There needs to be a set of transparent controls a model should pass prior to ship. Could be government like NIST Cyber or from industry like ISO 27K. This really isn't complicated. It doesn't slow down development, but it does slow a release by adding an evaluation step and remediation. Like all software.
One interesting potential change is human review. Currently a secure SDLC includes human review of all changes. Perhaps we can soon trust an AI to perform the review. But a model should not review itself! :)
8
3
22
2,133
