Xble

The middle way

Trader - value investor

BTCUSDT

[Robert Edward Grant @Robert_E_Grant_]

Leonardo’s Folio 134 May Contain Another Layer of the Khafre Mystery

New geometric analysis connects Leonardo’s Khafre illustration with the Tree of Life and several Platonic solids, alongside intriguing similarities to the still unconfirmed SAR scan findings beneath the pyramid

[Out of Context Human Race @NoContextHumans]

I’ve never seen anything more accurate in my life

[Wise @nuwotrizz]

GM Twin

[Rohan Paul @rohanpaul_ai]

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.

----

Video from 'Dr Brian Keating' YT Channel (Link in comment)

[MduCeramicist @MduduziMats]

Ceramic manufacturing from Hammanskraal.

[Thato Modise @Spitta_Ferrari]

But #17 had this masterpiece

[2000s @PopCulture2000s]

katy perry made history when she dropped dark horse https://t.co/Nyo5oUBpGb

[𝐒𝐌𝐎𝐊𝐈𝐍𝐆 𝐖𝐈𝐙𝐀𝐑𝐃 @swizardcore]

life when nobody knows where you are

[Kreative Doctor ⚕️ @the_grafixmedic]

They met at a cafeteria.

[The Muffin Man @NOT_ongama]

He’s responsible for Gqom Therapy?

[Victor Onyibest @victor_onyibest]

Bro killed everyone's motivation 😂

[SpaceCannabis 🍃 @SPACECANNABIS]

Obrigado senhora

[René Remsik @aitrendz_xyz]

This is honestly the best prompt I have ever seen

[soli @solisolsoli]

The speed of jazz music, 50s-60s, by Francine Winham

[sysxplore @sysxplore]

Your company’s two highest paid Linux sysadmins showing up to a meeting.

[Sakshi @Sakshi50038]

Rate my setup!!🥲

[david 🔛⛓️ @davidonchainx]

How it feels to use claude as someone who can't code