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📰 Dev.to · Ashraf

9 articles · Updated every 3 hours · View all reads

All Articles 179,625 Blog Posts 165,056 Tech Tutorials 47,990 Research Papers 35,665 News 22,472 ⚡ AI Lessons

Small Models Have Arrived — And They Change the Economics of Everything

Dev.to · Ashraf 🧠 Large Language Models 3w ago

Small Models Have Arrived — And They Change the Economics of Everything

GPT-5.6 Luna at $0.20/M input. GLM-5.3-Flash at $0.15/M. Small, fast AI models have silently gotten competitive — and they're 10-20x cheaper than frontier model

LLMs Don't Replace Expertise — They Expose Who Doesn't Have Any

Dev.to · Ashraf 🧠 Large Language Models ⚡ AI Lesson 1mo ago

LLMs Don't Replace Expertise — They Expose Who Doesn't Have Any

The hottest post on Hacker News this week says the quiet part out loud: your prompts aren't the bottleneck, your expertise is. Here's why that should terrify th

Someone Fit a 26B Parameter Model Into 2GB of RAM. Here's the Trick.

Dev.to · Ashraf 🧠 Large Language Models ⚡ AI Lesson 1mo ago

Someone Fit a 26B Parameter Model Into 2GB of RAM. Here's the Trick.

TurboFieldfare runs Gemma 4 26B on an 8GB MacBook Air by treating your SSD as tiered memory. No quantization magic, no cloud, no lies. Here's how the engineerin

Kimi K3 Is the Biggest Open-Weight Model Ever Shipped. Here's What Actually Matters.

Dev.to · Ashraf 🧠 Large Language Models ⚡ AI Lesson 1mo ago

Kimi K3 Is the Biggest Open-Weight Model Ever Shipped. Here's What Actually Matters.

Moonshot AI just open-sourced a 2.8T parameter model that beats Claude and GPT on coding benchmarks. Real numbers, real pricing, and the catch nobody's telling

Kimi K3 Is Second Only to Claude Fable 5 — But at $10/Task, Is It Worth It?

Dev.to · Ashraf 🧠 Large Language Models ⚡ AI Lesson 1mo ago

Kimi K3 Is Second Only to Claude Fable 5 — But at $10/Task, Is It Worth It?

Kimi K3 (2.8T params) scores 1543 Elo on AA-Briefcase — second only to Claude Fable 5. But it costs $10.57/task and takes nearly an hour per task. Here's the fu

Open Weights Just Beat America's Trillion-Dollar AI Bet

Dev.to · Ashraf 🧠 Large Language Models ⚡ AI Lesson 1mo ago

Open Weights Just Beat America's Trillion-Dollar AI Bet

80% of startups are already running Chinese models. Not because they're cheaper — because Silicon Valley bet on the wrong moat.

Building a Real-Time Speech Transcription Tool in C++ with Whisper.cpp

Dev.to · Ashraf 🧠 Large Language Models ⚡ AI Lesson 2mo ago

Building a Real-Time Speech Transcription Tool in C++ with Whisper.cpp

A practical walkthrough of building a native desktop transcription tool in C++ using whisper.cpp — covering audio capture, VAD, inference pipeline, and why C++

Inkling: Thinking Machines Lab's Open-Weights MoE Model — Benchmarks, Architecture, and What It Actually Competes On

Dev.to · Ashraf 🧠 Large Language Models ⚡ AI Lesson 2mo ago

Inkling: Thinking Machines Lab's Open-Weights MoE Model — Benchmarks, Architecture, and What It Actually Competes On

Thinking Machines Lab released Inkling, a 975B open-weights MoE model with native audio, 1M context, and controllable thinking effort. Here are the real benchma

GPT-5.6 Is Here: Sol Hits 91.9% on Terminal-Bench, Terra Cuts Costs in Half

Dev.to · Ashraf 🧠 Large Language Models ⚡ AI Lesson 2mo ago

GPT-5.6 Is Here: Sol Hits 91.9% on Terminal-Bench, Terra Cuts Costs in Half

OpenAI shipped GPT-5.6 publicly today, July 9. Three models: Sol, Terra, Luna. One framework. And the...