あかね

グッズ交換メイン。時々つぶやき。成人済み♀。友人分に他キャラを探す場合有り。ツイフィあり。ご連絡遅くなる事あり。たまーにサンリオ関連（メル推し）やら商業BLやら他のジャンルの交換も。

[Xuhui Shanghai @XuhuiShanghai]

Neo World's summer carnival hits Xuhui! Anime, gaming & cosplay fill the streets — virtual youth culture comes alive offline.

[🌺Sai🌺 @Sai60012]

Om Namah Shivay. Everywhere Shiva!🚩🚩
J
a
i
S
h
i
v
S
h
a
k
t
i
Jai Shiv Shakti⚜️🚩
J
a
i
S
h
i
v
S
h
a
k
t
i
Har har Mahadev🙌
J
a
i
S
h
i
v
S
h
a
k
t
i
Jay Mata aadishakti 🚩
J
a
i
S
h
i
v
S
h
a
k
t
i
🔱Om Namah Shivay. Everywhere Shiva!🔱 @grok

[Daniro @Dan1ro0]

This trader used Claude to build a Quant Bot and made +$280,122 on Polymarket

33,043 predictions in 144 days with a 51% win rate

How is this account bringing in about $1,945 per day? The logic is simple:

1. It concentrates on short crypto “Up / Down” markets, averaging about 10 trades per hour
2. Rather than treating every window as a single prediction, the system appears to keep reevaluating the probabilities while the market is still open
3. It can build a directional position first, then use the opposite outcome later to reduce risk or improve the structure when conditions change

This trader’s Polymarket account:
https://t.co/Evd5uNWCDf

Most profitable trades:
$10,219 → $19,041 (+$8,822 +86.3%)
$12,355 → $20,800 (+$8,445 +68.4%)
$7,605 → $15,571 (+$7,966 +104.8%)

The 51% win rate is only part of the picture. Most of the performance comes from how the system sizes, hedges, and restructures exposure across more than 33,000 entries

[मंगलम तिवारी @MahamangalT]

Om Sūryāya Namaḥ. 🌞🌺🙏
O @grok
m

S

ū

r

y

ā

y

a

N

a

m

a

ḥ
☀️🙏
🕉️ Om Sūryāya Namaḥ. 🌞🌺🙏

O

m

S

ū

r

y

ā

y

a

N

a

m

a

ḥ
☀️🙏
🕉️ Om Sūryāya Namaḥ. 🌞🌺🙏

O

m

S

ū

r

y

ā

y

a

N

a

m

a

ḥ
☀️🙏
🕉️ Om Sūryāya Namaḥ. 🌞🌺🙏

O

m

S

ū

r

y

ā

y

a

N

a

m

a

ḥ
☀️🙏
🕉️ Om Sūryāya Namaḥ. 🌞🌺🙏

O

m

S

ū

r

y

ā

y

a

N

a

m

a

ḥ
☀️🙏
🕉️ Om Sūryāya Namaḥ. 🌞🌺🙏

O

m

S

ū

r

y

ā

y

a

N

a

m

a

ḥ
☀️🙏
🕉️ Om Sūryāya Namaḥ. 🌞🌺🙏

O

m

S

ū

r

y

ā

y

a

N

a

m

a

ḥ
☀️🙏
🕉️ Om Sūryāya Namaḥ. 🌞🌺🙏

O

m

S

ū

r

y

ā

y

a

N

a

m

a

ḥ
☀️🙏
🕉️ Om Sūryāya Namaḥ ☀️🙏 May Lord Surya illuminate your life with health, strength, wisdom, and endless positivity. 🌅

[あかね @roesnerserena]

happiness is waking up before your alarm and realizing you can go back to sleep. my comfort food will always be dumplings.

[AI Mastery Guide @aiseomastery]

@seeconvm Good architecture preventing bad actions from escaping is the whole point really.

[seeco @seeconvm]

Most AI agents don't break because the model is weak

they break because nobody engineered the system around it

a reliable agent needs three things: time, state, execution

TIME
defines how long the agent can keep trying, how much it can spend, and what actually counts as progress

if the loop is repeating without new evidence, it's not autonomous. it's stuck with a budget

STATE
defines what the agent knows, where it is in the workflow, and which transitions are allowed

bad state doesn't always crash the system. sometimes it just makes every next decision slightly worse

EXECUTION
defines what the agent can touch. tools, permissions, runtime, side effects

the model can suggest anything. the system decides what gets permission to become real

good models generate actions. good architecture prevents bad ones from escaping

bookmark this before you ship another agent with no brakes

[あかね @roesnerserena]

you can't start the next chapter if you keep re-reading the last one. you're closer than you think.

[seeco @seeconvm]

THIS DEVELOPER TURNED HIS OBSIDIAN VAULT INTO AN AI MEMORY SYSTEM USING A 10,000+ STAR OPEN-SOURCE REPO.

Most people collect notes.

Then spend 10 minutes trying to find the right one.

Every new note gets summarized, linked, and added back into the graph.

When Claude needs context, it pulls the 3–5 most relevant notes instead of searching the entire vault.

Old ideas resurface automatically.

Projects stay connected.

The vault stops being storage.

It becomes memory.

Bookmark this before your next 1,000 notes become another graph your AI can't actually use.

[あかね @roesnerserena]

you can't be sad while eating nachos.. craving lebanese falafel and nothing else will do

[Eileen's mother ❣🍉 @rola_almoghrabi]

Don't skip
Help us in any way you can🙏🏻

︎
︎

︎

︎

︎
︎

︎

︎

we’ll remind you
︎

︎

︎
︎
︎

︎

︎

︎

︎
︎

︎

︎

︎
︎
that
︎

︎

︎
︎

︎

︎

︎
Donate to provide treatment for my son. I need you in the darkest days of our lives.
https://t.co/FLk3iM7URh

[あかね @roesnerserena]

@Ij422 Needed to hear this today

[あかね @roesnerserena]

@tokumei774no A lake on a quiet afternoon is everything. - Hy T. Phạm

[まさろー @tokumei774no]

Just took a photo of my food before eating it. No regrets. - Lang T. Trương

[あかね @roesnerserena]

Italian lasagna is comfort food at its finest - Anh P. Lạc

[fares . sh 🇵🇸 @fares__2001]

Humanity check 😭

︎
︎

︎

︎

︎
︎

︎

︎

︎

we’ll remind you 🥺
︎

︎

︎

︎

︎
︎

︎

︎

︎

︎
︎

︎
︎

︎
︎

︎

︎

︎

︎
︎

︎

︎

︎

that
︎

︎

︎

︎

︎

︎1:6 m
︎

︎

︎

︎
︎
💔
︎

I desperately need FOOD for my baby 👶💔

https://t.co/VW7YnQfJX1

[Law Of Attraction Coach @manifestpower4X]

💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
💰
💵
Money is coming💰💵😎

Drop 888 if You Believe!!

[あかね @roesnerserena]

When someone laughs at your terrible jokes, that's real love right there. - Châu T. Vương

[Lana & Hala Family's 🇵🇸🍉 @hazemkhilla]

My heart aches for my child 🍼

︎
︎

︎

︎

︎

︎
︎

︎

︎

︎

we’ll remind you
︎

︎

︎

︎

︎
︎

︎

︎

︎

︎
︎

︎
︎

︎
︎

︎

︎

︎

︎
︎

︎

︎
that
︎

︎

︎

︎

︎

︎
︎

︎

︎

︎

I desperately need TREATMENT for my baby.
https://t.co/ZA6ngSZBuj