artificial
artificial

Do modern speech AI models have a data problem more than a model problem?

I’ve been following recent progress in speech AI, and one thing I’ve been wondering about is whether current limitations are increasingly caused by training data rather than model architecture. Models seem much better than they were a few years ago, ye…

Meta to start manufacturing its own AI chip Iris in september

So, Meta plans to begin production of its in-house AI chip and it falls under meta MTIA (training and inference accelerators) program and broadcom is the design partner, and TSMC handles fabrication Iris cleared bug-testing in about six weeks wit…

Wait… AI uses water too?

I recently learned why AI consumes so much electricity, but then I found out it also uses a surprising amount of water. This infographic is my attempt to understand the connection between AI, heat, cooling systems, and water consumption. I'm …

Cost Analysis of 33 AI Image Models

My cost benchmark is back with more models and providers. Added Seedream models, Gemini 3.1 Flash Lite Image, GPT Image 1.5 and others. The cheapest and the priciest models are the same as before: Flux Fast Schnell at $0.0025 and Recraft 4 Pro at…

The best subscription for my usecase please

I am used to my office provided GitHub copilot and open source models we hosted. And I don't want my private project to be done on office laptop for common sense reasons. I would like to know which subscription I should take now, and what level. He…

Short-form video is eating the content industry. AI video generation is going to accelerate that, not slow it down.

Saw some stats yesterday that got me thinking. average tiktok user spends 95 minutes a day on the platform. youtube shorts hit 70 billion daily views. reels is the fastest growing format on instagram. The content industry is trying to feed this machine…

The future of AI agents might be an operations problem

The conversation today is dominated by which model is smarter and which framework is better. But technology usually follows a predictable pattern. First we figure out how to build something, then we spend the next decade figuring out how to opera…

Too many AI subscriptions… how did you choose your main one?

Okay so I've hit a wall. I've got ChatGPT, Claude, and Gemini all running at the same time and I'm starting to wonder if I'm just throwing money away. My main gripe with Claude Pro is the usage limits. I hit them way faster than I'd…

Does size really matter? (LLMs vs. SLMs)

If an SLM can effectively handle a specific business need while reducing costs, latency, and deployment constraints, what is the benefit of using an LLM in production? Will LLMs eventually be mainly reserved for research, complex tasks, and disti…

Don’t cancel me for this opinion of mine…

So this opinion is I think AI art should be used, but not in the way you think but just for like concepts for real art like you could use artificial intelligence image as like the base of your actual art. yes i get it if you cancel me or not but this o…