KKaos Corner1d ago · 26 min readThe Witness That Can LieThe Artificial Dossier · Case File 002 Every investigation begins with a question. Sometimes, it is a question of access. Who entered the system? Which door did they use? What did they find on the otkaoscorner.hashnode.dev
DDipen Shah6d ago · 8 min readThe Fortress of Geography: How Spatial Networks and 2D Grids Shield Cooperation from ParasitesOpening question In Episodes 1 through 4, our computational society operated under a fundamental assumption: The well-mixed soup. Every agent was assumed to have an equal probability of bumping into atechecho.hashnode.dev
KKaos CornerOct 22 · 16 min readThe Illusion of ContainmentThe Artificial Dossier · Case File 001 Every locked door makes a promise. It promises that whatever lies beyond it is protected. That the people on the other side have been granted permission to entekaoscorner.hashnode.dev
PPriyansh SinghalOct 21 · 11 min readMy LLM Router Spent 8x More and Matched the Cheap Model ExactlyI built the LLM model routing strategy almost everyone reaches for first: ask the cheap model to answer, have it report how confident it is, and send the question to a stronger model whenever that conpriyanshsinghal.hashnode.dev
Jjaberadam2001Oct 18 · 11 min readYour LLM's Explanation Isn't Its Reason: How to Test What Actually Drove the OutputYour scoring pipeline returns JSON. One field is score. The other is reasoning, a neat paragraph that explains the score. It reads well, the team likes it, and someone has started calling it "the audisimplyexplained.hashnode.dev
SShrutiOct 15 · 5 min readFrom "It Worked Locally" to Azure Cloud Reality: My Hackathon War Stories, Blunders, and Cloud Architecture Epiphanies The Spark: What We Set Out to Build Our plan sounded incredible on paper: build an AI-Powered Content Authoring Platform on Microsoft Azure that turns half-baked bullet points and rough ideas into strshipnshatter.hashnode.dev
ZZyVOPOct 11 · 11 min readOpenAI’s Math: Fast Generation, Slow VerificationOpenAI's math release has been public since October 6. The first bill for checking it has already arrived. Open github.com/openai/math and the first thing you notice is what's missing: no benchmark hablog.zyvop.com
MMira roySep 23 · 6 min readScoping Tool Permissions for AI Agents: A Practical PatternAI agents introduce a security problem that ordinary chatbots do not: they can take actions. A chatbot might generate a bad answer. An agent connected to tools can read files, update records, call API13VRBainetwork.hashnode.dev
KKushal RSep 20 · 2 min readJev: The AI Model That Doesn't Talk, It Just DecidesSo, yesterday I was doomscrolling YouTube and just saw a video byHarkirat Singh. This video was about the new System One Model Jev. After watching that video, I thought of putting my thoughts on it. Skushalr.hashnode.dev
88080AISep 18 · 8 min readWhy AI Coding Tools Get Multi-Tenant Isolation WrongMulti-tenant SaaS has a well-understood security model: scope every query to a tenant, enforce it at the data layer, and test the horizontal access paths until you're confident one customer can never 8080ai.hashnode.dev