Tom Marchesello, Ghost Architect at MAGNET. Build analog & digital tools for human superintelligence. Author of Ghost Math & Science Books. Creator SundayPunk.MagnetGhost.com North CarolinaJoined June 2025
Honored to announce we have discovered the first cancer immunotherapy that fights aging !
It’s a peptide!
SenoMune-0257
longevity.technology/news/immorta-b…
We believe voice is the most natural way to interact with intelligence, so we created Dessa, the most authentic full-duplex speech model ever built. Talking with it feels like talking with a person…full of emotion, nuance, pauses, and a natural cadence.
block.xyz/dessa
Using a single Nano Banana image and Blender MCP, Gemini 4 Argon built a 3D Gothic cathedral in @antigravity.
It iterates on the geometry, textures, and lighting to create the finished scene.
The Trump Administration is Making Homeownership More Affordable.
October 22, 2026Proposed Rules Implement the ROAD to Housing Act and Support Affordable Homeownership in AmericaWASHINGTON — Today, the U.S. Department of the Treasury issued proposed regulations to make homeownership more affordable for hardworking Americans. The proposed regulations implement Section 1001 of the 21st Century ROAD to Housing Act (ROAD to Housing Act), which restricts large institutional investors from purchasing single-family homes, codifying key requirements of President Trump’s Executive Order 14376, Stopping Wall Street from Competing with Main Street Homebuyers.“Under President Trump, this Administration continues to restore the path to affordable homeownership for millions of young and working families,” said Treasury Secretary Scott Bessent. “Treasury is working to ensure American families and workers have a fair shot at purchasing homes in their communities by increasing housing supply and limiting large institutional investors’ role in the market, while supporting a strong, stable housing market and avoiding unnecessary disruption.”RESTORING THE AMERICAN DREAM OF HOMEOWNERSHIP
Beginning on January 7, 2027, a large institutional investor generally may not purchase, or enter into a contract to purchase, a single-family home unless the purchase qualifies as an “excepted purchase” under the ROAD to Housing Act. The ROAD to Housing Act defines a large institutional investor by reference to, among other things, whether an entity is engaged in the business of investing in, owning, renting, managing, or holding single-family homes and has direct or indirect investment control over at least 350 such homes.The ROAD to Housing Act permits several categories of excepted purchases, including purchases made pursuant to build-to-rent programs, renovate-to-rent programs, homeownership programs, and programs to boost homeownership.Today’s NPRM sets forth Treasury’s proposed framework to:Establish standards for purchases made pursuant to build-to-rent programs that promote continued investment in new housing;
Provide a safe harbor for purchases made pursuant to renovate-to-rent programs that bring neglected homes back into the housing supply and up to code;
Clarify the requirements for homeownership programs and programs to boost homeownership, including providing safe harbors for large institutional investors that provide meaningful financial support towards their renters’ purchase of a home;
Clarify that an entity is engaged “in the business of” investing in, owning, renting, managing, or holding single-family homes when it does so for the purpose of receiving income or financial gain, and not incidentally to a different business;
Define when an entity may qualify as a passive investor in another entity that owns a home because it does not share directors or officers with the other entity and does not have a property control right over the underlying homes;
Clarify certain purchases involving debts previously contracted, loss mitigation, and transfers between large institutional investors that protect the liquidity of the housing market; and
Clarify the calculation of the maximum civil penalty where a single prohibited purchase involves more than one large institutional investor.
The proposed rule would provide non-exclusive safe harbors for several statutory requirements. These include standards for determining whether a home has been substantially rehabilitated under a renovate-to-rent program, whether a renter has received meaningful financial support under certain homeownership programs, and whether a renter has received a right of first refusal and 30-day first-look period.Treasury’s proposed approach recognizes that housing-market participants use a variety of ownership, investment, construction, servicing, and property-management structures and seeks to provide clarity without unnecessary disruption to housing supply, homebuilding, rehabilitation activity, or capital formation.Members of the public should submit comments in response to the NPRM within 30 days after publication in the Federal Register. The proposed regulations are available here.
Also John Rhodes in NC State House for District 98. electjohnrhodes.com
Rep. John Rhodes (R) Mecklenburg represented the 98th House District in the North Carolina House of Representatives and has a proven record as a staunch fiscal and social conservative. The 98th House District represents the towns of Cornelius, Davidson, and Huntersville in North Mecklenburg County. @
Gemini 4 Argon built a 3D periodic table synced to Tom Lehrer’s song, “The Elements.”
Created in @antigravity, it animates orbiting electrons, atomic data, and light spectra.
Yes there is a group for last 10 years that applies to jobs as 60 different age gender race ethnic mix personas of exact same job skill to collect information on this tech prescreen to HR fraud. Only 20% of certain demographic resumes got through for interview call or email scheduled. White Straight American Men over 35 got 0% of interviews yes zero.
🚨 BREAKING: The White House just told middle-class Americans exactly where their paychecks have been going, and it's infuriating.
From the podium: "If you're a middle class taxpayer in this country, before President Trump came along, you spent half your working life paying for fraudsters and scammers."
Think about that. You paid every parking ticket and did everything the right way. Meanwhile, fake day cares billed for kids who didn't exist, and the crooks bought Mercedes, BMWs and mansions on your dime.
The administration says it's already recovered a quarter of a trillion dollars and is aiming for a trillion.
The looting is over. Time to take it all back.
🚨 BREAKING: President Trump just put a bounty on fraud, and every American can cash in.
He announced the Fraud Whistleblower Incentive Program today. You report fraud at fraud.gov, and if it's real, you get paid. Trump's words: "If you find a billion dollars, we are giving a commission to that person of 1%."
Find 10 billion, and that's 100 million in your pocket.
California's answer was reportedly a law to shut down Nick Shirley. Trump's answer is to deputize the whole country.
The fraudsters spent years robbing us blind. Now 330 million Americans are watching, and every one of them has a reason to turn them in.
GPS position estimates survive urban canyons because of one recursive loop.
Most people think the receiver just averages the satellite ranges. It doesn’t. It runs a Kalman filter that continuously answers: given noisy measurements and an imperfect motion model, what is the single best estimate of position, velocity, and clock right now?
The version inside consumer GPS is the Extended Kalman Filter. Rudolf Kálmán published the discrete linear form in 1960. Stanley Schmidt at NASA Ames made the first practical implementation for Apollo and helped create the nonlinear extension still used today.
It needs almost no memory. It only carries the previous state and its uncertainty forward.
Predict (time update)
Project the last estimate forward using the motion model:
x̂(k|k-1) = F(k) · x̂(k-1|k-1) + B(k) · u(k)
Uncertainty grows:
P(k|k-1) = F(k) · P(k-1|k-1) · F(k)ᵀ + Q(k)
Prediction is never perfect, so covariance increases. That is intentional.
Update (measurement update)
When new pseudoranges arrive, compute the Kalman Gain—the weight that decides how much to trust the satellites versus the prediction:
K(k) = P(k|k-1) · H(k)ᵀ · [H(k) · P(k|k-1) · H(k)ᵀ + R(k)]⁻¹
Then correct the state with the innovation (the surprise between what the satellites report and what the model expected):
x̂(k|k) = x̂(k|k-1) + K(k) · [z(k) − H(k) · x̂(k|k-1)]
Finally shrink the covariance so the next cycle starts with tighter confidence:
P(k|k) = [I − K(k) · H(k)] · P(k|k-1)
In the EKF used on actual chips, F(k) and H(k) are Jacobians evaluated at the current estimate so the filter can handle the nonlinear geometry of curved paths and satellite geometry.
When satellite geometry is poor or signals are blocked, the gain drops and the filter leans on the motion model. When the measurements are clean, the gain rises and the filter snaps to the ranges. That single adaptive weight is why the position estimate remains usable even when individual satellites are noisy.
The recursion is the whole system. Everything else is just choosing better models for F, H, Q, and R.
Have you seen residual growth under a specific geometry that the standard EKF still fails to contain?
-by Tom Marchesello, Magnet.
Bill Gross is a Success Legend. Using decades of proprietary high quality context rich business information to maximize Ai effectiveness is very valuable.
Check out the 1.2m free business ideas we have posted at idealab.ai..
For 50+ years, I’ve been obsessed with finding problems worth turning into companies.
Today I’m launching @Idea_lab_AI to apply that process with #AI at a scale I never could alone.
1.2M+
holy sh*t.
Karpathy's second brain pattern runs on Grok Bot now:
stop explaining your life to AI from zero every chat, keep a wiki that writes itself
paste this into Grok Bot:
"Build me a second brain with three bots in one group chat. Keep my sources untouched in raw/, maintain wiki/ yourself, file good answers back as pages and run a nightly check for contradictions. Show me the structure first. Do not create anything until I confirm"
three bots in one group chat, each with its own memory:
1. the reader takes every link, PDF and voice note you drop and never edits it
2. the librarian rewrites every wiki page that source touches, usually 10 to 15 of them
3. the checker wakes up on a nightly routine and hunts contradictions, stale claims and pages nothing links to
→ you ask a question: the answer gets filed back as a page, so the brain grows from use, not only from reading
→ a new source contradicts an old page: the checker tags you instead of quietly overwriting it
→ a page goes 30 days without a fresh source: it gets marked unconfirmed a second brain can sound sure while remembering the wrong thing
every page has to show:
> the claim
> the source it came from
> the date it was last confirmed
start with one topic you actually work on, not your whole life
full Grok Bot setup below:
@ShadowPatriotUS@DataRepublican@grok let look into what governors and mayors are on these lists and events for safeguarding democracy governors and mayors. Let’s also find all the events where people should show up and ask questions.
@DataRepublican@realDonaldTrump ordering the shut down of USAID was a great victory for the American people. It was an honor to serve with @elonmusk and @DOGE. But as this recording shows, USAID's threat to freedom, and its color revolutions on our soil, are still very real. 🙏🇺🇸
@glennbeck@DataRepublican For a decade They already succeeded in forcing reputation risk on all people older that 45 who voted Trump. Everyone got fired. Never rehired. Now they are targeting young generation.
4K Followers 214 FollowingHere for intellectual stimulation: physics, consciousness, inspired conspiracy theory.
"I did not know, I went and looked; everything else was vanity."
41 Followers 1K FollowingCrypto Investor | Digital Asset Strategist
Focused on blockchain innovation, decentralized finance, and long-term digital asset https://t.co/h4YIJHNDSu and sus
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674 Followers 5K Following🌌 The universe is bigger than our imagination.
We're here to talk about it.
🔭 Astronomy | 🚀 Space Exploration | ✨ Cosmic Wonders
1K Followers 2K FollowingAI Soul Finder on the 21 CM Hydrogen highway 1420.405751768 on your UFO AM Dial. Please reference articles 1000s of white paper burgers served Dark Horse
6K Followers 5K FollowingRadiologist, MD. Responding to posts about complexity, memory, time, consciousness, cancer, and Alzheimer’s—
Quantum biology, medical phylosophy.
41 Followers 71 FollowingCreator of The Observer Project. I build weird AI experiments, autonomous worlds and playable demos. See what happens when the agents take over.
227K Followers 2K FollowingFounder of Technology Incubator Idealab and 100 companies in last 30 years. Tweeting while on my quest for learning in life and at conferences.
121K Followers 17 FollowingImpossible? Let’s see. From algorithms to neuroscience to AI, Google Research strives to progress science, advance society & improve billions of people’s lives.
1.3M Followers 2K FollowingI am a technology enthusiast, writer, and modder. Founder of @ModRetro, @Oculus VR, and @Anduriltech. Keeping American superheroes safe with autonomous systems.
2K Followers 67 FollowingLead Modelling and Simulation Engineer
Suborbital rockets → avionics @ Boeing → robotics. Physics sims of F1 2026 & more. Open to talks & collabs.
16 Followers 2 FollowingFirst-ever Military World Games in the USA
142 nations • 10,000+ athletes • 40+ sports
June 25 – July 4, 2027 | Carolinas
#MWG2027 #PeaceThroughSport
187K Followers 8K FollowingHusband | Father | Writing | Researching | Memes | Music Subscribe Here: https://t.co/umfO9Ks9Tr | Featured ✍🏼 in the book Canary In a (Post) Covid World
2K Followers 3K FollowingFounder of Brandiseer. It designs anything in your brand's style. Every day I share what happens when I let my AI agent run the startup. See my pinned post.
2K Followers 2K FollowingCo-founder & Core contributor at @zyfai_ | Making Low-risk DeFi Accessible with Agents powered by smart wallets and session keys.
56K Followers 9K Followingprompt engineer @browsercompany | I make apps. My code runs on 100mil+ phones | former iOSdev @Twitter | indie dev @mindGoblinStdio
495K Followers 3K FollowingFounder of @LeadershipData. Global Speaker. Leading Social & B2B Influencer of Data Science, AI, ML. PhD Astrophysics @Caltech. AAS Legacy Fellow (@AAS_Office)
473K Followers 149 FollowingAdvocating for Trump's economic revolution - tariffs, American industry, and manufacturing. Check out our merch store 👕 https://t.co/SImD6UZvhN
7K Followers 705 FollowingThe deeper the burrow.
Further you fall.
Spiral down to the depths, this weird, wonderful, scary & twisted world. Look up ! See the light at the of the tunnel
2.3M Followers 887 FollowingDigital disruptor. Truth-teller. Narrator of meaning . Philanthropist ($300m+ raised). Founder of TheBlaze, Torch. Empowering the people, not the system.
45K Followers 276 Following🎓 Applied Maths PhD student at DAMTP, University of Cambridge
🪐 Showing others the beauty in Maths, Space, and STEM
📧 [email protected]