えの

cYbEr SeCurItY

[The Math Flow @TheMathFlow]

The Hidden Geometry of Trigonometric Functions and the Unit Circle.

[AK @_akhaliq]

paper: https://t.co/vgdh62AVTu

[Grigory Sapunov @che_shr_cat]

1/ What if we treated LLM prompt engineering not as vibes, but as rigorous, validation-gated gradient descent?

By formalizing natural language skills as trainable parameter states, we can systematically optimize LLM agents with zero inference-time overhead. 🧵

[机器之心 JIQIZHIXIN @jiqizhixin]

What if you could make AI language models smarter by reusing the same layers over and over?

Researchers from KAIST, KRAFTON, and UC Berkeley present LoopMDM（Looped Diffusion Language Models）.

They selectively loop early-middle transformer layers in masked diffusion models—no extra parameters, just smart recycling of computation.

The result? LoopMDM matches standard models with 3.3x less training compute, then beats them on reasoning benchmarks like GSM8K by up to +8.5 points. It even outperforms deeper models trained with equal compute, and can scale performance at inference by looping more. Simplicity that punches above its weight.

[えの @LordEn0]

@tangerinecut Perpanjangan claude bulanan aja enggk sampai yak wkwk

[えの @LordEn0]

Bikin apps kayak gojek itu cuma 200k ygy

[えの @LordEn0]

@AdiAudit

[えの @LordEn0]

Kegabutan ku ya gini aja tapi emang php sebagus ini;

[えの @LordEn0]

Aku punya tim sendiri yang gajiNya di bawa UMR jogja

[えの @LordEn0]

Ini beneran apa borongan?

[H4x0r.DZ 🇰🇵 @h4x0r_dz]

HackerOne

[えの @LordEn0]

Im not here to compete with ur past. fix urself first, then talk to me

[えの @LordEn0]

Buka Linkedin cuma liat orang² sukses yg share pencapaian mereka sambil aku like tau² dichat orang random yg nggk aku kenal. Serem bgt, aku takut.

[えの @LordEn0]

I trust myself enough to keep going, even when I don’t see the result yet. Even when progress feels invisible, even when doubt is louder than hope. I may not be where I want to be, but im closer than I was yesterday.
And that’s enough for me to continue.

[えの @LordEn0]

Some of us grew up w/ critics, not coaches. So yah, valid to feel happy for them and grieve what we never got. Both can coexist. No guilt. No comparison.

[えの @LordEn0]

@11099l Tadinya mau cek di web archive tapi sekarang web archive juga udah nggk bisa diakses.

[えの @LordEn0]

Kadang bukan ga cukup baik, cuma emang bukan tempatnya tumbuh. Some ppl come to build us, not stay w/ us, that’s the cruel beauty of growing up.

[えの @LordEn0]

@sqidermad Dapat dong 😂

[えの @LordEn0]

Kepada Yth: Eno.