Monday, 19 October 2026

Agentic AI vs Generative AI: Where the Line Really Falls

ChatGPT can write a customer email in seconds. An AI agent can do more. It can gather customer data, check company policies, and draft a… Continue reading on Medium »

Inside Prometheus: Meta’s Journey to a Gigawatt-Scale Supercluster

With the recent release of the Muse family of foundational models, we want to take you inside the infrastructure that has made it all possible. The first phase of Prometheus, our gigawatt-scale supercluster, is already complete and we’re working toward scaling it to comprise ~1 …

How to Choose AI Visibility Tracking Prompts

AI search visibility tracking can tell you whether your business appears in answers generated by platforms such as ChatGPT, Gemini, and… Continue reading on Medium »

I Built My First RAG Application on a MacBook Air M2. Here’s What I Learned.

My journey into Retrieval-Augmented Generation, local LLMs, vector databases, and building practical AI applications. Continue reading on Medium »

This will be the most important engineering discipline of 2027

A preliminary MIT Project NANDA report published in July 2025 reviewed more than 300 publicly disclosed enterprise AI initiatives. Continue reading on Medium »

Harness Engineering 101: The LLM is the brain, the harness is the body

Documents: Police officer gave her Flock login to her ICE agent husband

incoai/Qwen3.8-Flash-Next-DFlash2

By the original authors of DFlash 2 It's about 20% faster than MTP in their table when concurrency 1.

A physicist spent a year of his life and ~500 pages of hand calculations for quantum gravity in his PhD thesis, but Opus 5.5 did it in 10 hours, including the article and GitHub repo. And it even found the errors. What will "labor" mean in academia from now on?

Tmux and Claude Code: Sessions, Send-Keys, and the Ceiling

DeepSeek V4.1 Flash 1017 (Max)

Architecture of an AI Voice Agent: From SIP Trunk to Resolved Call

A technical overview of the real-time pipeline, latency budget, grounding and evaluation behind production conversational voice agents. Continue reading on Medium »

I Built My Own Phone Webcam With AI in a Day

From paying for another utility to building an open-source tool for my own painting lessons. Continue reading on Medium »

Generative AI: I Thought AI Was Just a Fancy Search Engine

What I learned Continue reading on Medium »

RAG Explained: What It Is, How It Works, and When Your App Needs It

Introduction Continue reading on Medium »

Investing in the public benefit

What I Learned About Generative AI and Ethics

1. What I Learned Continue reading on Medium »

Deepseek V4.1 Flash 1017 beats larger rivals in agentic tasks while once again massively cutting per-task costs

Show HN: WhatsApp MCP running free on Cloudflare

Wrong data costs more than missing data

How I built two-stage validation into a GenAI-assisted data pipeline, and why I didn’t give the model the final say Continue reading on Medium »

If you don't run your own LLM proxy, how do you know whats going on?

Five Business Problems You Can Solve with Generative AI

Generative AI is changing how businesses operate, serve customers, and compete in an increasingly digital world. From drafting content and… Continue reading on Medium »

Chinese researchers solve 3D Ghys conjecture with homegrown AI model

Beating Warcraft III’s insane AI with self-play reinforcement learning on one desktop [P]

Mastering the AI Planner: A Step-by-Step Guide to Organizing Your Workflow

Whether you are organizing a travel itinerary or outlining a study schedule, ourAI-powered planner helps turn simple prompts into… Continue reading on Medium »

Microsoft’s New Speech Models Solve Two Different Jobs

VibeVoice offers downloadable streaming models. MAI-Transcribe-2 offers hosted transcription. Start with the conversation you need to… Continue reading on Medium »

History Repeats. Humans Forget.

Continue reading on Medium »

Cinematic AI Art: How to Create Stunning AI Images With Camera Language and Lighting

Cinematic AI Art: How to Create Stunning AI Images With Camera Language, Lighting, and Visual Storytelling Continue reading on Medium »

unsloth/DeepSeek-V4.1-Flash-1017-GGUF · Hugging Face

no document or announcement from unslot team yet

AuroraASR-1M Releases!

It's an extremely lightweight speech recognition model. 949K parameters using a weight-shared Conformer-CTC architecture Just 1.06 MB for INT8 weights Around 436× real-time on a single CPU thread 11.43% WER on LibriSpeech test-clean, using greedy decoding with no external langua…

How Far Will AI Assistants Go for a Refund They Can't Get?

I built a programming language that LLMs can't use

RTX Spark Ignites Global Celebration as New Windows PCs Arrive

NVIDIA RTX Spark laptops are now available, bringing NVIDIA Blackwell RTX graphics, up to 128GB of unified memory and the full NVIDIA AI platform to slim, premium Windows PCs.  Starting at $2,399, laptops from ASUS, Dell, HP, Lenovo, Microsoft and MSI bring powerful local AI, co…

The math that OpenAI keeps for itself