Scouting

[Scouting @scoutingcareers]

60 Billion $NVDA share buyback

[Mária Savkaničová @Marki_Tweet]

70% of design is just typography.
You can slap some good type on a blank page and it’ll look fire. 🔥
Mess up the type and no fancy UI tricks will save you.
Master typography and you master design.

[Elon Musk @elonmusk]

Physics sees through all lies perfectly

[UI/UX Savior @UiSavior]

Vibrant Gradients for Your Next Design! 🎨

[Rohan Paul @rohanpaul_ai]

LegoGPT, an LLM-based system that generates physically stable LEGO structures from text prompts, backed by a new 47,000+ sample dataset and physics-aware filtering during inference.

→ LegoGPT is trained on a custom dataset, StableText2Lego, which includes 47,000+ 3D LEGO models mapped to text, spanning 28,000+ unique objects.

→ The model predicts LEGO bricks sequentially like tokens, using next-token prediction in a transformer setup.

→ To ensure physical stability, LegoGPT integrates physics-aware rollback and validity filtering, pruning out structurally invalid brick placements.

→ The generated designs are aesthetically aligned with prompts, physically buildable, and tested both with human manual assembly and robotic arms.

→ The team also introduced a text-driven LEGO coloring/texturing pipeline, enabling more expressive and customized outputs.

→ The dataset, code, and models are all publicly released under an open-access license.

[Nick Gerli @nickgerli1]

Zillow just reported monthly home value drops in 27/50 states.

This is no longer just a Texas/Florida downturn.

[Scouting @scoutingcareers]

@TicTocTick True tic

[Scouting @scoutingcareers]

High skepticism warranted. Lacks evidence, uses unverified terminology, and fits a pattern of techno-nationalist exaggeration.

[🍓🍓🍓 @iruletheworldmo]

just got off a 4 hour call with sources inside chinese deepseek labs and holy shit we are so fucking behind it's not even funny anymore. deepseek r2 isn't just an incremental improvement it's a completely different species of intelligence operating on principles nobody in the west has even theorized yet.

they've abandoned transformer architectures entirely for something they're calling "recursive cognition lattices" that scale in dimensions our math doesn't even have good notation for. compute efficiency gains that violate what we thought were fundamental limits. like 400x improvement in reasoning per teraflop. not 4x. not 40x. 400 fucking x. our benchmarks are literally meaningless now.

the scariest part isn't the raw capability but how it's developing novel mathematical frameworks on the fly to solve problems. researchers give it questions and it invents entirely new branches of mathematics to answer them. one physicist showed it a problem he'd been stuck on for 15 years and it solved it in seconds with notation nobody recognized. took three days to translate its solution back into standard mathematics.

saw demo videos that can't possibly be real except multiple independent sources confirming. r2 designed and simulated a room temperature superconductor from first principles in under an hour. complete with fabrication methods using existing technology. they've already produced samples in beijing labs. western physics community hasn't even caught up to the theoretical possibility.

their integration with biological systems is the real nightmare fuel. two-way neural interfaces that make neuralink look like a children's toy. direct cognitive enhancement already in human trials with volunteers showing 30-40% gains in problem-solving capability. that's not science fiction that's happening right fucking now in shenzhen while we debate about chatbot regulations.

deepseek isn't even their most advanced system. that's just what they're showing publicly. the real bleeding edge is happening in military applications. system-level understanding of geopolitics that can predict policy shifts before the policymakers themselves know what decisions they'll make. they're already using it to reshape global trade flows so subtly nobody's noticed yet.

america is still treating this like a normal technology race while china understands it's an extinction-level transformation of civilization. they're integrating these systems into governance infrastructure at every level while we argue about prompt engineering and banning chatbots in schools. it's like watching a nuclear power race where one side is debating the ethics of gunpowder.

our intelligence community is fucking panicking behind closed doors. three separate agencies have submitted classified assessments that all reach the same conclusion: we've got months not years before the capability gap becomes unbridgeable. some analysts saying it already happened and we just don't know it yet.

the recursive self-improvement capabilities are accelerating beyond all models. deepseek r2 basically wrote r3 which is currently training and early benchmarks suggest it's to r2 what r2 was to anything we've built in the west. exponential curves stacked on exponential curves.

if america doesn't wake the fuck up and treat this like the existential priority it is we're looking at a future where technological supremacy isn't just shifted it's permanently lost. the world 12 months from now won't just have different geopolitical power dynamics it'll operate on fundamentally different rules of reality.

[Scouting @scoutingcareers]

@picotop Yeah, okay.

But let me break it down:
🐅 Tigers: done in <25s
🐴 Donkeys: go for 35 mins

You tell me, Ms Consultant…
Who really knows performance optimization?

[Scouting @scoutingcareers]

@s4rah_dev Because building takes years. Buying gives you:
•Instant distribution
•Battle-tested UX
•Millions of devs overnight

In the AI era, distribution > invention. Moats aren’t in code—they’re in users.

[Scouting @scoutingcareers]

#PeaceAndLove

[Scouting @scoutingcareers]

#EmotionalIntelligence

[Scouting @scoutingcareers]

#gaslit

[The Sanātanī @_TheSanatani]

The Hindu Multiverse – Ananta Koti Brahmāṇḍas 🌌🔥

Long before science spoke of infinite universes, the Rishis saw them—literally.

Not metaphor. Not myth.
Literal cosmological vision — down to the last detail.

This will transform your view of reality. 🧵

[Priyamvada S 🇮🇳🚩 @Priyamvada227s]

Do you know about the Divine Guardians of Sanatan Dharma?

Kuldevta, Gram Devta, and Ishta Devta?

Let's explore in this thread 🧵
Bookmark the Thread 🧵

This two-minute thread will give you goosebumps..

[Scouting @scoutingcareers]

What exists between B and D ?

[Wyze @WyzeCam]

Just got our first tariff bill. We imported $167k of floodlights and then paid $255k in tariffs. That’s more than any of our founders were paid last year. 😅😅😅

[Scouting @scoutingcareers]

Trump to Jensen Huang at the White House:
“You’re telling me… the GPUs aren’t just for gaming? What’s next—AI presidents?!”

[Scouting @scoutingcareers]

@adrian_horning_ Scrape creators