“Launcher” kelimesi gpt de 1 tokenken claude ‘da 3 token, tokenizer sisteminde bu kadar büyük fark varken benchmarklarda modellerin benzer sonuç vermesi çok ilginç geliyor , tokenizer direkt modelin anlama sistemini değiştiriyor çünkü… gpt tek bi kelime gibi bakıyor launcher’a claude ise 3 e bölüyor , her 3 parçadan farklı bir mana çıkarıyor, acaba uzun vadede hangisi daha mantıklı .d kafamda deli sorular
Batuhan4 retweeted
Our builders secured 2nd and 3rd place in the Genesis Track at @BuildOnStellar Pro Hackathon! 🥈🥉
🥈 @osmndotdev — Plink
Plink is a flexible group funding protocol on Stellar. Users can create a funding link for a shared goal, contribute via Turkish bank transfer or crypto, and keep funds secured in a Soroban smart contract until the target is reached.
🔗 Demo: stellar-hackathon-grand-pera…
🔗 GitHub: github.com/osmndotdev/stella…
🥉 @Batuhan4 & @Tuncaaviator — StellarCard
StellarCard enables online payments without requiring a traditional bank account. Users can fund through a fiat on-ramp, receive a virtual card, and spend online without needing to understand crypto or Stellar. The infrastructure is also programmable for apps and AI agents.
🔗 Demo: card.batuhan4.com/
🔗 GitHub: github.com/Batuhan4/stellar-…
Huge congratulations to our builders! ✨
Shoutout to the organizers @riseinweb3, @Stellar_Turkey & @StellarOrg for bringing the community together and supporting the growing builder ecosystem in Türkiye!
🫡
Yayınlarda hep dedim: kriptocular her şeyi gördü. Başka sektörde rekabet var sananlar bir kere kriptoda bir şey üretmeyi denesin, tüm dünyayla yarışmak neymiş anlar.
Kriptoda herkes defalarca dolandırıldı. Ben bir ara günde ortalama 100 rug yiyordum.
Milyon farklı tail senaryodan patlamış insanlar bunlar. Yapay zeka o yüzden kriptoya bu kadar sert çöktü; yetenekli adamları tek tek topladılar.
bkz. Hermes ekibi @NousResearch :D
Batuhan4 retweeted
Genesis Track · 3rd Place - $1,500
StellarCard by @Tuncaaviator & @batuhan4
An agent-first payment infrastructure connecting AI agents to Stripe virtual cards. Every spending flow is backed by Stellar smart contracts, creating programmable limits instead of relying on wallet permissions alone.
GitHub: github.com/Batuhan4/stellar-…
1 ay önce Codex sayesinde hem tera hem pusula para piyasası fonunda bu olayı farketmiştim , bugün pusula para piyasası fonu para çekimlerini komple durdurdu… tera biraz too big to fail gibi , ama belli olmaz, onlarında fonda şuanda çok yüksek oranda ters repo var
İçerdeyiz
Türkiye’nin ilk agentic trading hackathon’u başladı!
Youtube’dan canlı takip edebilirsiniz👇🏻
youtube.com/live/NvKa0SkVDLQ…
para piyasası fonu adı altında fon çıkarıp topladıkları paraları kendi şirketlerine yüksek faizli kredi olarak verip fonun gelirini yüksek gösteren bir fonda, herkesin parasını çekmeye çalıştığı bir senaryoda neler yaşanır sizce… böyle bir fonun ismi ppf olmamalı
Replying to @burak1984487863 @senolbabuscu
Mesela tp2 fonu, halka açık, 1000 liralık bile alabiliyorsun istediğin bankadan, sende al!! Ne diye kotuluyorsun?!
Everyone saying watermark is not degrading quality
They are telling google synth id is doing this for images and they say its good.
İf you want to really see , just edit a photo of yourself with google , and tell it to only edit “shoes” and zoom into your face on normal photo vs synth id generated image.
And also try removing synth id.
The image will shock you. Because they only tested in new generated images , they see no diffrence on a/b benchmarks
A billion dollar company @GoogleDeepMind maybe a little over engineered
Anthropic periodically does things I strongly disagree with, but specifically in the case of text watermarks, I didn’t really understand why all the criticism was directed at them.
First, this is not Anthropic’s initiative, but an attempt to comply with the EU AI Act. For some reason, there are almost no questions about the law itself.
Second, as far as I understand, this practically does not affect output quality. The technology itself is not new, Google has been using SynthID-Text for quite a while, and Claude now uses a version of the same approach.
I have no questions about why watermarks are needed for generated images, audio and video. There, provenance really is crucial, because the probability of fakes is very high. But when it comes to text, the logic seems less obvious to me.
A watermark can show that an LLM was involved in writing the text. But what exactly does that tell us about the text itself?
I can come up with the entire idea myself and ask an LLM only to translate it. I can give the model the theses, structure, and arguments, and it will simply format them. I can actually ask it to come up with everything from scratch. But for the watermark, all of these are just different degrees of the same phenomenon: AI was involved. And all of this will be viewed through the lens of even greater distrust and bias toward AI-generated texts, because the watermark will be present in every case. But this says nothing about who the source of the idea is, whether the text is true or who is responsible for it.
So I don’t really understand what exact problem this initiative is trying to solve. Because the provenance of text and the provenance of an image or video are far from being the same thing.
Replying to @BigAbdulWeb3
Bro i literally paying 200$ every month to openai and claude to sell my data.
At least let me get 30 back 🤣
Batuhan4 retweeted
Pi agent is the Arch Linux of coding agents
Qwen 3.6 Plus not caching?
> No problem. Just ask Pi to patch itself from a community fork
Kimi K2.6 imploding mid reasoning?
> No problem. Just pull a snippet from a good Samaritan and let Pi test it on itself
Now, I can use the reliable Qwen 3.6 Plus without busting my OpenCode Go sub, and the capable Kimi K2.6 without 404s
The beauty of Pi is it can customize itself
Whole day with Pi agent just used 10% of my $20 Codex weekly quota
All gpt 5.5, various thinking levels
I'm now 3 hours away from weekly reset and still have 42% left!
For my typical 4-6h/day session:
Codex Desktop - 20-30% a day, 1-2 days/week
Pi - 10% a day, 4-5 days/week?
My switch to Pi is really looking good so far



















