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Certification Compliance Guide for Voice AI Products

• SaaS growth is slowing down hard: ARR is down 30% YoY, churn is at record highs, and half of all licenses go unused.

• AI tools + low-code platforms are collapsing the friction of building software. MVPs that once took months can now be done in days.

• This shift means the future is Output-as-a-Service — custom, on-demand software built fast, cheap, and tailored.

• The SaaS market we know today shrinks. The market for custom AI-built tools expands.

SaaS Is Drowning. Customized, On-Demand Software Is Rising.

We’ve all been there asking AI for advice and hoping it makes life easier.But does it actually help, or just confuse us more?In this quick blog, I break down the real problem with taking AI’s advice at face value… and what happens when you zoom out to millions of chats happening every day.
👉 Drop your take in the comments: Has AI ever saved you time, or just left you more confused?

ChatGPT = therapist or narcissist?

OpenAI released GPT-OSS — two open-weight reasoning models you can run yourself: gpt-oss-20b and gpt-oss-120b.
• 120b is close to o4-mini on reasoning, runs on a single 80GB GPU
• 20b runs on a 16GB consumer GPU
• You can run them via Transformers, vLLM, or Ollama
• It’s not just a model drop — you get tooling, support, and agentic abilities
• But: You’re responsible for safety, logging, and ops

GPT-OSS in plain English: what it is, why it matters, and how to use it today

The Browser as an AI Agent

From Link Lists to Working Alongside Us

Briefly learn about the open source license, and apply the license to your source code uploaded on github 🙂