@elonmusk @yunta_tsai Knowledge** seems to be…
Intelligence is the ability to predict future events and use that predicted outcome to benefit yourself.
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Freddie
7.1K posts
Freddie
@FredSchmidt4
make chaos. chuckle. yet be good when it matters.
Fort Worth, TX Katılım Temmuz 2009
786 Takip Edilen208 Takipçiler
@yunta_tsai Intelligence seems to be semantic compression and correlation
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One of the main ceilings of training is long data context. For LLMs, you can scale this window to almost infinite while still getting good trajectory samples, but for the real world this is yet to be the case.
The major problem is compressibility. The longer the context of the data, the more storage it takes—given the limits of compressibility. Furthermore, the more interesting the data, the less compressible it is. For example, driving down a smooth highway is highly compressible, but adversarial scenarios are less so.
Thus, even if your hardware is equipped with awesome sensibility, the dynamic range after compression is what you are left with. The limit also applies to generative models since the models themselves are a form of compression. Even if you force them to run at double precision, it doesn’t change the fact that they are super-resolving a quantized observation.
Hence, the more sensing you integrate—especially different modalities where their quantum distributions are inherently different, as any sensing in any shape or form is quantum—quantizing the uncertainty to a number, the less information they preserve given the compressibility (and/or quantization) budgets.
There is a reason why human eyes are designed the way they are, not because we could not add ultraviolet or near-infrared sensibility to the cells—it can be done—but because of the compressibility we could achieve in our neuron pathways while providing the best signal-to-noise ratio for long context reasoning.
Insects, on the other hand, have a very small context window but higher sensibility—yet they cannot reason.
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One common issue with personalization in all LLMs is how distracting memory seems to be for the models. A single question from 2 months ago about some topic can keep coming up as some kind of a deep interest of mine with undue mentions in perpetuity. Some kind of trying too hard.
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I'm based in France, but 43% of my audience is American.
I know many of us are in the same situation. To reach a wider audience, all my posts are in English, the international language.
Those who cause trouble may be punished, but with this change, which will significantly reduce our earnings, you're also penalizing a number of accounts that use the international language without any ill intent.
X tells us that videos and new, high-quality content will be prioritized, but this change will, on the contrary, drastically reduce our earnings.
Is there any way to reverse this decision, please?🥺
@XCreators @X @nikitabier @elonmusk
Nikita Bier@nikitabier
Starting Thursday, we'll be updating our revenue sharing incentives to better reward the content we want on X: We will be giving more weight to impressions from your home region—to encourage content that resonates with people in your country, in neighboring countries and people who speak your language. While we appreciate everyone's opinion on American politics, we hope this will disincentivize gaming the attention of US or Japanese accounts and instead, drive diverse conversations on the platform. We invite creators to start building an audience locally. X will be a much richer community when there's relevant posts for people in all parts of the world.
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The founders who figure out OpenClaw in the next 90 days are going to look like geniuses in 2027.
The problem is most agency owners don't have time to figure out the install, the security risks, where to start, or what to actually hand it first.
So my team built a 48-page beginner's guide that does it for you.
Inside:
— The exact prompts to hand it on day one
— Plain English setup for Mac and Windows
— How to secure it so it doesn't burn your business down
— 42 copy-paste workflows across sales, marketing, ops, and finance
Your competitors are sleeping on this.
Comment OPENCLAW and I'll send it.
The Startup Ideas Podcast (SIP) 🧃@startupideaspod
"OpenClaw is the new computer." — Jensen Huang This is the early PC era all over again. A few power users see it. Everyone else hasn't even started. "It's the most popular open source project in the history of humanity, and it did so in just a few weeks. It exceeded what Linux did in 30 years." A solo founder with OpenClaw can now build what used to take a 50-person team. The leverage is absurd.
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@elonmusk @diana_dukic Me engaging/posting is worthless.
Why would I want to be part of a conversation when all I can do is “listen”.
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Went from scrolling 24/7 to not even wanting to log in. X just hasn’t been hitting the same lately.
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When new tech is created. It takes the current foray of jobs.
Yet jobs like this is what it eventually creates.
vittorio@IterIntellectus
this is actually insane > be tech guy in australia > adopt cancer riddled rescue dog, months to live > not_going_to_give_you_up.mp4 > pay $3,000 to sequence her tumor DNA > feed it to ChatGPT and AlphaFold > zero background in biology > identify mutated proteins, match them to drug targets > design a custom mRNA cancer vaccine from scratch > genomics professor is “gobsmacked” that some puppy lover did this on his own > need ethics approval to administer it > red tape takes longer than designing the vaccine > 3 months, finally approved > drive 10 hours to get rosie her first injection > tumor halves > coat gets glossy again > dog is alive and happy > professor: “if we can do this for a dog, why aren’t we rolling this out to humans?” one man with a chatbot, and $3,000 just outperformed the entire pharmaceutical discovery pipeline. we are going to cure so many diseases. I dont think people realize how good things are going to get
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SPF Architects clads cantilevered Beverly Hills house in black and bronze:
dezeen.com/2026/03/09/bro…
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@cremieuxrecueil Hence why for a healthy democracy - you need high social cohesion.
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Freddie retweetledi
A society that valorizes heroes will last longer & accomplish more than one that valorizes victims.
Sarah Gallagher@sgallz_
2026: the year of the patriot
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This is the reason the wealth gap has grown/will continue to grow.
Major prob with a simple solution.
Unrealized gains CANNOT be used as collateral for loans.
Crypto Seth@seth_fin
Imagine a father who secures $100,000 in spot Bitcoin. He holds the asset until the valuation hits a massive $5,000,000. Liquidating the position directly triggers devastating taxes on $4,900,000 of pure profit. So he executes the perfect institutional maneuver instead. He locks the Bitcoin in a legal trust, takes out a collateralized loan against the stack, and lives off the borrowed liquidity. Because he never executed a sale, his tax liability remains at absolute zero. Upon his death, the heirs receive the Bitcoin with a brand new cost basis set exactly at $5,000,000. The government cannot legally touch a single cent of the accumulated gain. This is exactly how generational wealth is permanently secured.
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@dexhorthy Assuming I agree with the premise you couldn’t troubleshoot faster with AI than without-
You won’t even have a company without doing this to begin with.
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Here’s what’s gonna happen:
- you replace your code review with feedback loops (sentry, datadog, support tickets, etc)
- you stop reading the code
- software factory fixes everything
- one day something breaks at 3am, agent can’t fix it
- nobody’s read the code in 3 months
- you have 3 weeks of downtime trying to re-onboard and fix it
- you lose significant % of your contracts and users
- your company is now dead
dex@dexhorthy
@gregpr07 this may surprise you that thus is coming from me but I think we’re in for a 1-3 year period where stuff might break at 3am and if you’re relying on loops to fix it and nobody understands what’s under the hood, you’re looking at an existential threat to your company
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@king_seraphine Get ready to be quietly mogged by the one employee who secretly uses it.
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@airkatakana Stealth technology. Long range stand off munitions. Integrated information networks.
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why is no one talking about *how* the usa and allies effortlessly captured the head of state of one country and killed another?
these countries have militaries. they’re investing tons into making sure these things don’t happen
what does the usa have now that made it so easy?
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A statement from Anthropic CEO Dario Amodei: anthropic.com/news/where-sta…
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Watching Toy Story 3 with my kids. In the landfill, the toys are apparently the only conscious beings amid all the random plastic objects. And yet in the fourth installment we’re introduced to a self-aware spork that Bonnie, a young child, has named Forky. This suggests that consciousness in the Toy Story universe is imbued into objects only once they are named and loved by a human being. This would explain why the toys in Sid’s room in the first film apparently have a more rudimentary and savage form of consciousness, reflecting the conscious state of the child who owns them. I need to develop this theory more. I’ll let you know what I come up with.
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@akuimutbangetye Easier to keep the floors feeling clean if your feet stay in socks.
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@GregAbbott_TX You HAVE to get a hot wheels manufacturing facility in/into Texas
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@WatcherGuru Says the country violating its obligations as a NATO member
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JUST IN: 🇪🇸🇺🇸 Spanish government responds to President Trump ending trade with Spain:
"The US must comply with international law and EU-US trade agreements."
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The first trailer for ‘SCARY MOVIE 6’ has been released.
In theaters on June 12.
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@lchobbes @sourpatchlyds @Stacyjacobs426 @ProfEmilyOster Fair concern. Yet we trusted them when they were selecting less qualified DEI hires!
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@sourpatchlyds @Stacyjacobs426 @ProfEmilyOster Because they are appointing unqualified people to serve in top positions.
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New reserach shows the CDC guidelines about throwing away breastmilk immediately after your baby drinks from the bottle is way too cautious. Bacterial growth is minimal, even for several hours at room temp. This may seem minor but I promise it's not for parents.
parentdata.org/babies/breast-…
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