Açık Kaynak Yapay Zeka Lisans İncelemesi
Açık kaynak yapay zekâ bileşenlerinin lisans risklerini sistematik biçimde tarar.
HAZIR VE KOPYALANABİLİR
Prompt Kütüphanesi
158+ test edilmiş prompt şablonu; yazıdan koda, görsel üretiminden kariyere kadar. Değişkenleri ({böyle}) kendinize göre doldurup doğrudan kullanın.
Çıktı Koruma Katmanı Tasarımı
Model çıktısını farklı risk sınıfları için aşamalı olarak denetleyen mimari üretir.
Yapay Zeka Olay Müdahale Planı
Yapay zeka kaynaklı üretim olaylarını teknik ve iletişim boyutlarıyla yönetir.
Stop treating your AI like a senior engineer, treat it like a genius intern
We have a common misunderstanding about AI coding assistants: we expect them to work like a senior engineer with a decade of experience. In reality, their mental model is much closer to that of a "genius intern." Imagine this intern joins your team: he's incredibly smart, learns at a stunning pace, and can read any document you give him in seconds. But at the same time, he is e
The cheapest prompt optimisation I found this year was deleting the navigation from context entirely
Spent a while trying to trim prompts for an agent that pulls data off a few sites daily. Tightened instructions, cut examples, and compressed the system prompt. Marginal gains at best. Then I actually looked at the token breakdown, and the prompt was never the problem. Navigation was DOM dumps, screenshots, and the model reasoning its way to a button it had already located in t
the one line that fixes like 80% of bad prompts, for the non-technical people i keep teaching
not a prompt engineer really, i just write plain english explainers for non-technical people, and this is the one thing that clicks for them every single time. most "the AI gave me rubbish" moments aren't the model being dumb, it's the brief being vague. the fix is one line before your actual ask: who is this for, and what does a great answer look like. then give it ONE example