Coagula Rain | 凝結雨

AI Engineer @ Vidchef
Building Acanvas

[Coagula Rain | 凝結雨 @CoagulaRain]

@weiyong_wang 同感，国内做fde，最后变成了梳理客户部门的人情世故

[Coagula Rain | 凝結雨 @CoagulaRain]

3/3

Bring references. Point to what matters. Explore alternatives. Keep ideas and results side by side—with the agent and tools you already use.

Local-first. MIT-licensed. Yours to fork and extend.

Not just “do this for me.”
“Let’s figure this out together.”

[Coagula Rain | 凝結雨 @CoagulaRain]

1/3

The race is to build agents that work without us. But not everything we create is something we want to hand off.

Introducing Acanvas: an open-source visual harness for any agent.

Co-think, co-explore, and co-create.

https://t.co/MJyPi3fIdM

[Coagula Rain | 凝結雨 @CoagulaRain]

2/3

Sometimes there’s no clear brief yet. Just a reference, a half-formed idea, and a “what if?”

Acanvas gives you and your agent a shared canvas to find the direction together—not just execute a plan that’s already decided.

[Coagula Rain | 凝結雨 @CoagulaRain]

@Kimi_Moonshot Isn't Attention Residuals a Bahdanau Attention (attention pooling) rather than self attention on depth wise?

[Coagula Rain | 凝結雨 @CoagulaRain]

Isn't Attention Residuals a Bahdanau Attention rather than self attention on depth wise?

[Kimi.ai @Kimi_Moonshot]

Introducing 𝑨𝒕𝒕𝒆𝒏𝒕𝒊𝒐𝒏 𝑹𝒆𝒔𝒊𝒅𝒖𝒂𝒍𝒔: Rethinking depth-wise aggregation.

Residual connections have long relied on fixed, uniform accumulation. Inspired by the duality of time and depth, we introduce Attention Residuals, replacing standard depth-wise recurrence with learned, input-dependent attention over preceding layers.

🔹 Enables networks to selectively retrieve past representations, naturally mitigating dilution and hidden-state growth.
🔹 Introduces Block AttnRes, partitioning layers into compressed blocks to make cross-layer attention practical at scale.
🔹 Serves as an efficient drop-in replacement, demonstrating a 1.25x compute advantage with negligible (<2%) inference latency overhead.
🔹 Validated on the Kimi Linear architecture (48B total, 3B activated parameters), delivering consistent downstream performance gains.

🔗Full report:
https://t.co/u3EHICG05h

[Coagula Rain | 凝結雨 @CoagulaRain]

Motion graphics for agent, inspired by old physical billboards and Lissajous curve #ai

[Coagula Rain | 凝結雨 @CoagulaRain]

@bnj @variantui I'm an AI engineer building an exiciting product. Would love to try!

[Coagula Rain | 凝結雨 @CoagulaRain]

@bnj @variantui Love to try! Want to build my app with a nice hue😻

[Coagula Rain | 凝結雨 @CoagulaRain]

Try some new sound design

[Coagula Rain | 凝結雨 @CoagulaRain]

😴

[SensenSz @choose_ur_term]

Pro. Werro(https://t.co/GdLZbMTKXH) of @GeorgetownLaw #GeorgetownLaw has a very racist way of conducting his law school "cold call." #LawSchool #Lawyers #Racists #StopAsianHate #education #WashingtonDC

[Coagula Rain | 凝結雨 @CoagulaRain]

COLOR BASS ID

[Coagula Rain | 凝結雨 @CoagulaRain]

@Yupel_music so prettyyyy

[Yupel/Maple Cafeteria @Yupel_music]

吹雪の中を走る女の子

[はるまきごはん @harumaki_gohan]

01.09(Sun) 19:00
新曲を公開します

[Coagula Rain | 凝結雨 @CoagulaRain]

@laxcitymusic your songs are amazing!!!

[雄之助/Yunosuke @bass_ynk]

【新曲】

「Navy / 雄之助 feat. 初音ミク」を投稿しました。

YouTube：https://t.co/bLGLczfmUc
NicoNico：https://t.co/F5ShVtqkBd

[Coagula Rain | 凝結雨 @CoagulaRain]

good