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Is Model Collapse Inevitable? Breaking the Curse of Recursion by AccumulatingReal and Synthetic Data
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Jun 30, 2026Source
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China vs US AI Models: Which API Actually Saves You Money? I want to share something that genuinely changed how I run my AI projects. Last month I did something I should have done years ago: I sat…
Instacart's tech blog details how PyFixest overcomes O(k³) complexity in high-cardinality fixed-effect regressions for marketplace experiments. This enables scalable treatment effect estimation…
Argus enforces deterministic workflows for Claude Code, cutting token usage ~80% by replacing AI reasoning with structured execution paths. Install in minutes. What Changed — Argus Brings…
You know the feeling. You've built a clean, fast static site — Next.js, Astro, maybe just plain HTML. Everything is perfect. Vercel hosting, free tier. Tailwind CSS looking sharp. Lighthouse score:…
Enterprise AI knowledge systems have a scaling problem. RAG was the answer for years. Retrieve relevant chunks, feed them to the model, generate an answer. It works — until it doesn't. Retrieval…
In the previous article , we used TensorBoard to analyze the training process. Based on the graphs, we concluded that the model had not fully converged and could benefit from additional training…
I ran an MCP-gateway production-readiness audit on a popular open-source LLM gateway. Here's what it found. Most teams wiring an LLM gateway to MCP tools ask one question: does it work? The harder…
Coinbase halved its AI spend while token usage kept growing exponentially. CEO Brian Armstrong posted the breakdown on X this week — five concrete levers, no access caps, and 91% of engineers never…
I Built an AI Pipeline to Write About Building My Products. Then I Had to Debug the Debugger. There's a particular kind of vertigo that hits when you're three hours deep into fixing a content…
Forensic Summary NanoEuler is an open-source GPT-2-class language model (~116M parameters) built entirely from scratch in C/CUDA, including hand-written backpropagation, a BPE tokenizer,…
Artificial intelligence has moved from research labs into production systems that approve loans, screen resumes, write code, moderate content, and increasingly make decisions with real consequences…
AI in schools is not just another SaaS rollout. A classroom tool can touch lesson planning, student writing, feedback, behavior notes, accessibility support, parent communication, assessment, and…
Building Phinq: How a Cronjob Failure Forced Me to Redesign Agent Governance From Scratch By Hytham H -- June 29, 2026 The Incident Hermes overwrote a file. Phinq didn't catch it. Not because the…
Like many people, I found myself constantly switching between different websites just to complete simple tasks like editing PDFs, converting files, compressing images, or generating text with AI.…
Originally published at twarx.com - read the full interactive version there. Last Updated: June 30, 2026 Most AI technology workflows are solving the wrong problem entirely. The teams making real…
New adoption metrics reveal sustained growth across regions and languages, signaling the chatbot's expanding role in daily workflows. ChatGPT continues to solidify its position as a mainstream…
Researchers introduce evaluation framework to measure how well AI systems handle enterprise software modernization, a critical real-world challenge. A team of researchers has developed a specialized…
The rise of NFC-based biometric checks The news that Türkiye’s financial crimes authority (MASAK) is officially greenlighting remote identity verification for foreign nationals is a massive signal…
Resilience, Upskilling, Evolving Agents, Collaborative Play, and Simulator Pitfalls This week’s updates cover AWS resilience patterns for Bedrock, a 2026 AI upskilling guide, and new research on…
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Running Chinese LLMs at Scale: DeepSeek, Qwen, Kimi & GLM I've been running production workloads across multiple LLM providers for about three years now, and somewhere around mid-last year I started…