InertialInsane_ retweeted
If you’re a police officer that thinks a Chinese style dragnet surveillance grid of your local community (flock) is needed to do your job, you should resign in shame for going against the fundamentals of freedom that our country was founded on.
InertialInsane_ retweeted
Terence Tao says the math behind today’s LLMs is actually simple. Training and running them mostly uses linear algebra, matrix multiplication, and a bit of calculus, material an undergraduate can handle. We understand how to build and operate these models.
The real mystery is why they work so well on some tasks and fail on others, and why we cannot predict that in advance. We lack good rules for forecasting performance across tasks, so progress is largely empirical.
A key reason is the nature of real-world data. Pure noise is well understood, perfectly structured data is well understood, but natural text sits in between, partly structured and partly random. Mathematics for that middle regime is thin, similar to how physics struggles at meso-scales between atoms and continua.
Because of this gap, we can describe the mechanisms but cannot yet explain capability jumps or give reliable task-level predictions. That mismatch, simple machinery versus hard-to-predict behavior, is the core puzzle.
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Video from 'Dr Brian Keating' YT Channel (Link in comment)
InertialInsane_ retweeted
$EOS.AX $EOPSF $GP6
Estonia redirected €500M to air defence, signalling the limits of the US umbrella. Even small Baltic states now treat European autonomy as raw survival math.
The Milrem Robotics + EOS Apollo 100kW laser deal creates a scalable European counter-drone stack. Lasers deliver the infinite magazine effect against drone swarms where missiles can’t.
This fits the broader decoupling pattern of accelerating trend for European NATO countries (especially frontline Baltic and Nordic states) building independent defense capabilities to reduce heavy reliance on the US security umbrella.
Europe rearming faster than expected, with Australian deep-tech carving into legacy supply chains. Rheinmetall and Hensoldt won’t own everything forever.
Strong validation for the $EOS.AX Europe story. The budget shift writes it plainly!!
Estonia the latest European country to see the writing on the wall - diverting EUR$500m to prioritise air defense.
EOS signed a teaming agreement with Estonian company Milrem Robotics in Feb 26.
$EOS.AX > Europe narrative heating up.
Thanks to @transhumanica for sharing the Estonia article 🫦
InertialInsane_ retweeted
This is insane 😳
Most people are just using AI tools
Very few actually understand how they work
So I collected Stanford’s complete LLM curriculum
and turned it into a step-by-step learning path
Worth over $500
Giving it away free for the first 4,500 people
Transformers → Training → Alignment → Agents → Evaluation
Study this once and you’ll stop guessing with prompts
and start thinking like a real AI engineer
How to get it:
Follow must (so i can dm you)
Rt and comment 'LLM'
InertialInsane_ retweeted
Be prepared, there is a small chance that our horrendous leadership could unknowingly lead us into World War III.
InertialInsane_ retweeted
Replying to @ryangrim @JohnJHarwood
The problem this white supremacist regime is running into is that you can’t go halfway fascist. They’ve crossed a line that only the complete suspension of law can save them from. Their Achilles heel is the killing of other white people which even their base struggles with.
InertialInsane_ retweeted
He shot an unarmed woman twice, called her a “fuckin’ bitch,” blocked paramedics, let her bleed out, and then fled the scene.
In no universe is this man an “innocent law enforcement officer.”
And your willingness to lie about things we can all see with our eyes is psychotic.
What the press has done in lying about this innocent law enforcement officer is disgusting. You should all be ashamed of yourselves.
teapawt.net/i/status/2009679932289…
InertialInsane_ retweeted
Mkay folks, know what a lot of investors tend to miss? ASYMMETRIC opportunies.
Companies like Kraken Robotics and AST SpaceMobile are quietly building the kind of foundational infrastructure that becomes incredibly valuable long before the market prices it in.
ASTS is putting together a game-changing communications network in space, while Kraken is delivering the subsea sensing, autonomy, and power tech that powers modern naval ops and keeps us aware of what's happening underwater.
What really gets me excited is Kraken's partnership with Anduril. As Anduril ramps up its autonomous undersea platforms, Kraken's sonar and subsea power solutions get pulled right into a much bigger defense ecosystem with real production scale and deployment muscle. Just the other day we saw Trump announce the desire to increase the defense budget from $1T to $1.5T…
On top of that, the new manufacturing facility in Nova Scotia is a big deal. It seriously reduces execution risk, boosts capacity, and sets Kraken up perfectly to handle growing demand from NATO and allied navies. We're watching the company shift from "development story" to "serious industrial scaler" RIGHT in front of us.
And yet, Kraken still trades at a huge discount compared to peers such as Ondas Holdings, which often gets sky-high multiples just for its future autonomy potential. Even though it's still burning cash with limited revenue. Kraken, is already generating real revenue with incredible margins as a defense tech supplier, with actual customers, a solid backlog, and now manufacturing scale to back it up.
Once it uplists to the TSX (and eventually Nasdaq), better liquidity and more institutional eyes could spark real peer comparisons. This can set the stage for the same kind of re-rating we've seen in other defense infrastructure names when the market finally wakes up to their true strategic importance.
Shout out to @transhumanica for their detailed analysis that covers both companies.
transhumanica.com
$ASTS #ASTS
$KRKNF #KRKNF
InertialInsane_ retweeted
🇺🇸 MINNEAPOLIS VETERAN: "They are terrorizing the population, in Afghanistan we never wore masks.”
Vet Takes on ICE
InertialInsane_ retweeted
Thank you to Brenna Perez for giving the single clearest, smartest breakdown of the murder of Renee Nicole Good.
This is clearly murder. Period.
But as we’ve said for a generation, in America an officer just has to say “I feared for my life” to get away with murder.
InertialInsane_ retweeted
Replying to @donwinslow
InertialInsane_ retweeted
Replying to @donwinslow
Take a good look, America, they are beginning to execute us in our own streets. This what you voted for…??





























