Secularism promised progress but here we are having to go all the way to the Supreme Court to argue that being a women isn't merely a feeling, nor should we allow the amputation & mutilation of physically healthy children by anyone.
On Wednesday, a massively important case is going before the Supreme Court to decide whether states can protect children from gender ideology. Top-flight lawyer Erin Hawley explains the stakes at @WNGdotorg.
wng.org/opinions/a-states-riβ¦
π»π ππ₯π π£ π½ππ₯π retweeted
We believe access to capable open-source cyber models is our constitutional right as Americans under the 2nd Amendment.
It is our duty as technologists and patriots to help protect the digital infrastructure that powers the world's largest economy.
As such, weβre serving our cyber models βat-costβ, in US data centers only, with ZDR enabled by default.
We do not plan to make money serving these models.
If you run a company that is considering how to best protect against cybercrime, reach out to me or @atbeme. Weβd be happy to advise.
KYC required. Apply below.
deepseek-v4.1-flash-1017-cyber is now available on @inference_net.
This is the first of several highly capable cyber models we'll release over the coming weeks.
We believe it is our duty as technologists to help people protect themselves and their digital properties from the current onslaught of cybercrime ravaging much of the world.
As such, weβre serving our cyber models βat costβ, in US data centers only, with ZDR enabled by default.
KYC required. Apply here inference.net/models/deepseeβ¦
π»π ππ₯π π£ π½ππ₯π retweeted
Open source models and access to compute should be protected by the second amendment indeed
Amen
We believe access to capable open-source cyber models is our constitutional right as Americans under the 2nd Amendment.
It is our duty as technologists and patriots to help protect the digital infrastructure that powers the world's largest economy.
As such, weβre serving our cyber models βat-costβ, in US data centers only, with ZDR enabled by default.
We do not plan to make money serving these models.
If you run a company that is considering how to best protect against cybercrime, reach out to me or @atbeme. Weβd be happy to advise.
KYC required. Apply below.
Do you get confused about your immigration status when you travel overseas on vacation? Are you tempted to ignore their laws for 20 yrs and cry about the βinjustice of limboβ?
π»π ππ₯π π£ π½ππ₯π retweeted
Replying to @RatOrthodox
Project nomad: projectnomad.us
Been around a while
π»π ππ₯π π£ π½ππ₯π retweeted
My friends were all talking about prepping so I made a survival LLM. A free app that runs an AI mdoel plus 1.5 million offline articles (medical guides, FEMA, survival manuals, wikipedia) entirely on your computer. No internet needed.
brangus.io/survival-llm
π»π ππ₯π π£ π½ππ₯π retweeted
Again, legacy media might say that non-citizen voting is extremely rare, and it might be! But the largest state in the country is happily admitting that they have absolutely no way of knowing how widespread it is, and frankly, they don't care even a little
Stunning admission by California during yesterdayβs Ninth Circuit hearing.
California admitted they do nothing to check the citizenship status of voters and will count the illegal ballots of noncitizens who vote. This is why weβre seeking an emergency order. We cannot allow California to dilute legal votes in the upcoming election.
Judge: You agree that if a non-citizen votes and we donβt stop it now, that vote will be counted, correct?
California: Thatβs absolutely correct.
π»π ππ₯π π£ π½ππ₯π retweeted
Ya'll, this is nuts.
Hundreds - that's right, HUNDREDS - of armed robberies between 2022 and 2024 weren't real.
They were staged by the "victims" as part of a massive immigration fraud scheme to secure U-visas for themselves and their families.
cwbchicago.com/2026/10/bucktβ¦
π
Quantifying the Future
This is what a $2 trillion economy will look like by 2040β¦
+ 1x port facility with 3x8km lay down area
+ 1x robot fab plant producing 100 bots / hr
+ 1x 1GW datacenter running inference
+ 1x 3GW nuclear power station
= 2 million robots labouring 24/7
We know enough today to model the thermodynamics and the market economics of such a site already. The numbers above are the ballpark numbers you end up with, feel free to challenge or change for your own assumptions.
Embodiment is the ceiling for both the thermodynamics and economics, as compute (and intelligence) pretty much trends towards zero under Mooreβs Law.
Assuming a robot is 500W of Newtonian motion, as humanoids are, then 2,000,000 robots working 24/7 is 1GW of demand for the robotsβ actuators.
Letβs also assume a 1GW datacenter is required for inference for 2m robots, supervised by a central monolithic superintelligence. Thatβs 2GW total.
Then for the sack of maintenance and replacement, we assume 500MW robot fab can produce 100 robots an hour (only ~ 5 ton of product / hr, below a car plant, but includes chips). Thatβs now 2.5GW site total.
For 2,000,000 robots to create $2T of value, each bot needs to add $1m of value each year
Seems a lot, but each robot is assumed to work 24/7 and only last ~2 years before it is defunct.
24x365 =8,760 hrs/yr
=>$114/hr
Seems high at first, but this is a hyper collaborative hive mind marshalled by 2040 superintelligence. $114/hr is what you pay for a car mechanic in 2026, and we are using 2026 dollars here.
We can even look at the thermo and economic density and the total footprint of this economy is just tiny.
3x8km is 24km^2 (about 6,000 acres).
= 83,000 robots / km^2 = 12m^2 per robot
Thermal dissipation
= 500W / 12m^2
= 41.7W/m^2 (just 2-3% of solar insolence)
Value add density
=$1m / 12m^2
=$83k / m^2 <- Wow!!
This is $2T GDP from just 8km of coastline
Or $500bn of GDP per km of dockside
The entire economy can be compressed into the 3km deep dockyard behind the dockside.
Thatβs an economy the size of Australia or Mexico in a land area the size of San Francisco Airport.
This is absolutely where the future economy is going, nothing can compete with the capital efficiency of this setup. Nothing.
Docks are also crucial as itβs simply not possible to handle the prerequisite volume of cargo and goods for such an economy using anything other than isomodal freight handling systems.
If your nation state is interested in adding $2 trillion to its tax base⦠my DMs are open.
π»π ππ₯π π£ π½ππ₯π retweeted
Happy 10-year anniversary to this absolute banger
Exactly right. I know some places have codified the right to tinker with your own property but that will need to become more widespread.
The real test begins when folks start to reverse engineer their personal vehicle software. Fun times lol.
Reverse Engineer Anything and removing malware/spyware from your own devices sits so close to the cyber guardrails that phrasing or word choice can mean the difference between a refusal and smooth sailing. The rumors that Claude was nerfed started on reddit, and in those threads many comments point out that Claude will still do it if you rephrase it. OpenAI is treating the similar refusals with codex as accidental decision-boundary issues and says they're getting fixed. I expect Anthropic will do the same. It's pointless and counterproductive to try to restrict this. Let people do what they want with their own property. They'll do it anyway with less restrictive models, and fighting it just means losing subscriptions and a resentful public.
Libs never beating the "America Last" rap.
New Gallup poll asks "which values the country most needs today?"
Out of a list of 12 values, Republicans put "patriotism" #1, for Dems it ranks dead last - by a lot.
Dems say "equality" is most needed, Republicans rank it 11th out of 12.
π»π ππ₯π π£ π½ππ₯π retweeted
Just saying
Replying to @chamath
Pretty much.
As of the past few weeks, debt markets have almost entirely shut off access to money for any company that doesnβt have substantial revenue independent of AI data centers.
SpaceX closed $40B of debt for GPUs, but weβre investment grade and have Starlink & launch revenue.
That means the 200+ neoclouds are going to see guppy-level death and consolidation. Some will make it through, but not many.
π»π ππ₯π π£ π½ππ₯π retweeted
As someone with a portfolio of energized land assets here is what I am seeing:
1. Neoclouds are disorganized and poorly capitalized. Some are definitely better than others however.
2. Hyperscalers are intractable, bureaucratic organizations that take 3 months to do an NDA and want 18mo escrow periods. We built our portfolio by competing against these terms because of our speed and simplicity. The more future assets orgs like ours win, the bigger the problem for the hyperscalers downstream (see 3).
3. There are delays in the existing pipeline that will catch people off guard in 2027. Hyperacalers will (obviously) react by focusing on their own internal compute needs over any third party. If the third party is a model company, they will tell them to go through their model router where they will also take a non-trivial vig. Them telling Ant they have no compute for them (rumored in Antβs S-1) if true is a huge tell that this is already happening.
All of this is to say that it does look like there will be a lot of partially stranded compute and compute sitting in inventory in 2027 than is currently forecasted. This is bought and paid for but effectively underearning (below total cost of capital) or collecting dust. We see this as true for everyone - model companies, hyperscalers, neoclouds except ONE (you can guess which one).
This dislocation will benefit two kinds of orgs: the non-bureaucratic big scalers who can build industrial scale quickly and the nimble, well capitalized players feeding them.
2027 will be a turbulent year because it will clear out a bunch of wrong/bad bets. It will also be a consolidation year for a few.
Replying to @Yuchenj_UW
I think weβre going to see a lot of stranded compute in partially complete data centers
π»π ππ₯π π£ π½ππ₯π retweeted
Lots of people forgetting that giant corps essentially shut off the Internet for any customer they felt was insufficiently condemnatory of the Jan 6 riots
They hadn't even broken any written rule. They just didn't like them so no Internet for them. Starlink's policy is way more clear and fair.
π»π ππ₯π π£ π½ππ₯π retweeted
My thoughts on responding to Data Republican's discoveries.
The Coming Insurrection instapundit.substack.com/p/tβ¦
π»π ππ₯π π£ π½ππ₯π retweeted
If you've ever wondered why smart TVs are so cheap, this is why.
@log4j rooted his Samsung and found an always-on hot mic, automatic content recognition, geolocation, network mapping, ad targeting and user profiling, shared with Samsung's "400 partners".
A lot of it can be blocked in <15 min, wrote a basic guide below.
What your TV is doing
The main culprit is ACR (automatic content recognition). Your TV screenshots what's on screen, fingerprints it, and sends it home to build your ad profile. Samsung does it every 500ms, LG every 10ms [1].
What is insane: it happens on connected devices too.
Plug in your laptop, your console, your work machine, and your TV can fingerprint that via HDMI [1].
He also found that if your Samsung doesn't have a mic, it'll look for one from a connected soundbar or bluetooth device.
xitter.cf/log4j/status/211376224β¦
It's on by default, and you likely agreed to it on the setup screen you clicked through in 10 seconds.
Step 1: Turn off ACR
Samsung: Terms & Privacy β Viewing Information Services
LG: Live Plus
Vizio: Viewing Data
Roku: "Use info from TV inputs"
Sony/Google TV: Samba Interactive TV
Menus vary by model, but those are the names to look for. While you're in there, opt out of interest-based ads, reset your advertising ID, decline every optional privacy agreement, turn off voice recognition, and delete apps you never open.
Step 2: Give smart devices their own network
Put the TV, cameras, speakers and vacuum on your router's guest/IoT network. The logic is simple: these devices rarely get patched. If one gets compromised (getting drastically more frequent with AI), it shouldn't be able to see your other devices or home network.
Step 3: Block trackers for the whole house with DNS-level filtering
NextDNS (cloud-based) is easy and has a solid free plan. Pi-hole is a little bit more work if you prefer self hosting. For simplicity we'll focus on the former.
1. Sign up at nextdns.io (free tier is plenty)
2. Privacy tab: add a blocklist (OISD is a good bet) and turn on Native Tracking Protection for Samsung, LG, Roku, Amazon (see attached image)
3. Setup tab: copy your endpoint
4. Paste it into your router's DNS settings as DNS-over-HTTPS/TLS (or use the IPs + "Link IP" if your router only does plain DNS)
5. Bonus: block outbound port 53 except to your router. Some devices hardcode their own DNS to get around you
Then open the NextDNS logs and watch how often your TV phones home. It's eye-opening. If an app or update breaks, find the domain in the logs and allowlist it.
Why they do this
TV prices are down 97% since 2000 [2]. Most of that is better manufacturing and brutal competition. But once margins on the hardware hit zero, the cost moved to you.
In Q3 2024, Vizio lost $6.7M selling TVs and made $115.8M in gross profit from ads and viewing data [3]. They've said on earnings calls that they keep TV prices low to grow the audience they sell to advertisers. Walmart bought them in 2024.
This isn't a conspiracy theory either. Vizio paid $2.2M to the FTC in 2017 for tracking 11 million TVs without consent. Last December, Texas sued Samsung, LG, Sony, Hisense and TCL over ACR. Samsung and LG have since agreed to stop collecting that data without explicit consent [4].
TL;DR
1. ACR off
2. Ads + voice off
3. Smart devices on their own network
4. NextDNS filtering on the router
Sources:
[1] ACR study: arxiv.org/abs/2409.06203
[2] Cost of US consumer goods: aei.org/economics/chart-of-tβ¦
[3] Vizio Q3 2024: sec.gov/Archives/edgar/data/β¦
[4] Texas v. Samsung: texasattorneygeneral.gov/newβ¦




































