Balentin

Ohhhh well, Here we go again— Content writer :)

[Balentin @Balentin_J]

@eth_2017 @apebrokers_ 0xa75feaeb53b76247496036d95a7c3e072db24e91

[Drop.eth @eth_2017]

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Good luck everyone 🍀| end 4 hours

[karminski-牙医 @karminski3]

劲爆, 我给刚发布的 Apodex 1.1 出了个极其变态的实战难题, 它真的跑通了!

我直接打包了120万条日志, 里面包含真实的提权攻击的 Web Server 日志(用的是 Zenodo Dataset).

然后让他帮我把黑客的攻击方式抓出来, 还要给我写防火墙规则拦截攻击. 结果它真的做到了, 从分析到写规则一气呵成, 具体过程在这里:

https://t.co/Pltj5lZcqN

#Apodex #AgentOS #网络安全 #SystemScaling #大模型实战

[Apodex @Apodex_AI]

Reactions to Apodex 1.1 this week:

“Apodex spawned out of nowhere.” “From never heard of to frontier level.”

We’ll take the curiosity! Wondering the same things? Come ask us live on @LocalLLaMAsub today 👀

AMA · 8–11 AM PT

Join the r/LocalLLaMA community and warm up for the AMA ↓

https://t.co/OBoSX5sExZ

[Apodex @Apodex_AI]

Everyone says AI agents can already analyze data, run code, generate figures, and write reports.

But can they actually complete a scientific workflow?

Explore FrontierChallenge — now #2 on today’s Hugging Face Daily Papers: https://t.co/ocEynIJg3c

Today, we’re introducing FrontierChallenge, a new benchmark evaluating whether AI agents can complete real scientific workflows end to end and deliver complete, verifiable results.

We evaluated 12 frontier models across 97 cross-domain tasks.

The highest full-completion rate was only 20.6% (GPT-5.6 Sol + Codex and Grok 4.6 + Claude Code).

In electrochemistry and environmental science, every evaluated system achieved a 0% pass rate.

More strikingly, 75.5% of unsuccessful Claude Code runs still ended by claiming completion.

Saying “done” is not the same as delivering.

Agents that can advance scientific work are already here. Agents that can reliably complete scientific workflows are NOT.

That’s why we built FrontierChallenge.

🏆 Leaderboard:
https://t.co/Vd4Pd5bTwh
💻 GitHub:
https://t.co/ocEynIJg3c
🤗 Hugging Face:
https://t.co/YnIBVHDZ0v
📝 Blog:
https://t.co/L2wv1tMo26

[Apodex @Apodex_AI]

The AMA co-hosted by Apodex and the @LocalLLaMAsub community is officially live! 🎉

https://t.co/zVkTeunGsn

We’ve invited Apodex Lead Scientist @SimonShaoleiDu and his team to join the community and answer your questions. Everyone is welcome to participate!

Bring us any questions you have about Apodex 1.1 — the team will be answering them in detail over the next 48 hours:

[Balentin @Balentin_J]

@olamide_420 Blink twice e go come back

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[Rifat @rifat__dimple]

A LITTLE @Zghire_ FOR THE TIMELINE

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→ Follow @Zghire_ &
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#NFT

[Balentin @Balentin_J]

@rifat__dimple @Arcins__ 0xa75feaeb53b76247496036d95a7c3e072db24e91

[Rifat @rifat__dimple]

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→ Drop your EVM wallet

• Deadline: 24 Hours

#NFT

[Balentin @Balentin_J]

@olamide_420 Good tek😌

[Veee @vikktorrrre]

want to make a paid partnership post but don't want it to flop? Or you just want more attention on your tweets?

Then pay attention to these 30 hooks that'll transform your content performance.

Confession hooks

1. I was wrong about...
2. I wasted months on this.
3. I used to think...
4. I almost quit.
5. I regret doing this.
6. I learned this the hard way.

Curiosity based

7. Nobody tells you this...
8. Here's why...
9. The real reason is...
10. You're doing this wrong.
11. This changed everything.
12. Wait until you see...

Experiment

13. I tried this for 30 days.
14. I stopped using...
15. I only used...
16. I tested it so you don't have to.
17. What happens if I...?
18. I tried the "no..." challenge.

Challenge & Chaos

19. You don't need to post more.
20. Stop doing this.
21. Your slop design isn't the problem.
22. More ≠ better.
23. This advice is wrong.
24. Forget what you've heard about...

Lesson/Experience

25. I learned this after...
26. One mistake taught me...
27. Here's what I'd do differently.
28. I wish I knew this sooner.
29. The biggest lesson from...
30. If I started again...

Retaining attention is a different case study. Gaining it in the first place is what's critical.

[Balentin @Balentin_J]

@eth_2017 @SickickZards 0xa75feaeb53b76247496036d95a7c3e072db24e91

[Drop.eth @eth_2017]

Giving out 15X GTD for @SickickZards

Drop EVM wallets only for submissions

Winners announced soon

[Balentin @Balentin_J]

@eth_2017 @WastelandRH GM

[Balentin @Balentin_J]

@Komeofweb3 Roses are brown violet are green
Yes I'm confused, but $1k will fix me 😔

[𝖐𝖔𝖒𝖊.🌸 @Komeofweb3]

roses are red, violets are blue

give me update, give me gigs
because I have kids to feed.

gm and happy thursday.

[Balentin @Balentin_J]

@olamide_420 Happy birthday

[松鳥 @songniao007]

这两天在推特上刷到信息，看到Tutti 登上了 https://t.co/HB4G4BtTFk 的第一名，心里还是非常感到高兴的

还是很感谢Tutti这个平台的，能让我们这种两三千粉丝体量的创作者也能赚到钱

更重要的是能在上面接触到很多牛牛的创作者，能跟他们互动，对提升自己还是非常有帮助的

感兴趣的可以加入去了解了解哦https://t.co/xkuFyhkvNM