GoodTheBest

Available for Hire. Full‑stack dev, blockchain, mining pool setup, (Red Hat,CentOS,Ubuntu), Yiimp Asicboost SHA256, Miningcore Expert.

[GoodTheBest @MalikSchezad]

Here’s the simplest way to understand AI and how its key parts fit together.

AI = ML +LLMs +RL

- Artificial Intelligence (AI)
AI is the big idea: computers doing smart things.

- Machine Learning (ML)
ML is how AI learns patterns from data.

- Large Language Models (LLMs)
LLMs are ML models that learn how we speak & write.

- Reinforced Learning (RL)
RL teaches machines through rewards, mistakes, and trying again.

If this made AI clearer, repost it so others can learn too.

[GoodTheBest @MalikSchezad]

Introducing specialized services

I do build & setup mining pools for the proof of work cryptocurrencies such as BTC, LTC, BCH, DOGE etc., suitable for cloud miners, ASIC owners to have their own mining pool.

If you or anyone you know are interested, feel free to ping me.

[GoodTheBest @MalikSchezad]

OpenAI folks,
Case Number: 05245914
ChatGPT for over two weeks is painfully slow, look at the video, responses—like hand‑typed. Support admitted it's an internal issue but not fixing it, no ETA given.
I'm on a business plan and extremely frustrated.

[GoodTheBest @MalikSchezad]

@OpenAI OpenAI folks,
Case Number: 05245914
ChatGPT for over two weeks is painfully slow, look at the video, responses—like hand‑typed. Support admitted it's an internal issue but not fixing it, no ETA given.
I'm on a business plan and extremely frustrated.

[GoodTheBest @MalikSchezad]

@gdb @gdb Greg
please look into it.
Case Number: 05245914
ChatGPT for over two weeks is painfully slow, look at the video, responses—like hand‑typed. Support admitted it's an internal issue but not fixing it, no ETA given, I'm on a business plan and extremely frustrated.

[GoodTheBest @MalikSchezad]

@TheRealAdamG

[GoodTheBest @MalikSchezad]

@TheRealAdamG I need your help.
Case: 05245914
ChatGPT is painfully slow over 2 weeks, check the video, responses are—like hand‑typed.
Support acknowledged it's an internal issue, but no ETA given, situation still the same. I'm on a business plan and very disappointed.

[GoodTheBest @MalikSchezad]

@sama Sam, please pay attentinon here too
Case Number: 05245914
ChatGPT for over two weeks is painfully slow, look at the video, responses—like hand‑typed. Support admitted it's an internal issue but not fixing it, no ETA given. I'm on a business plan and extremely frustrated.

[GoodTheBest @MalikSchezad]

@Jack4TX @ChatGPTapp Well, it looks you are not alone, I'm also having the same problem. We must do something collectively to bring attention.

[GoodTheBest @MalikSchezad]

AI isn’t just another tech wave — it’s the first real lever that can move humanity up the Kardashev Scale.
Energy, biology, computation, coordination… AI is accelerating all of them at once.
Civilizations don’t advance because of rockets — they advance because of intelligence.
If we get AI right, we go from a 0.7 species to a planetary civilization.

[GoodTheBest @MalikSchezad]

@rywalker I have no idea what you just said.

[GoodTheBest @MalikSchezad]

Recently a news about #OpenAI's CODE RED was floating in the media.

If you are wondering, what Code Red is all about? Let me explain.

What “Code Red” means in the OpenAI Context

- Reportedly OpenAI is halting or delaying many non-core projects (e.g. ad initiatives, various side-projects, AI-agent & shopping/health tools) so it can concentrate resources on its flagship chatbot, ChatGPT.

- The focus shifts heavily toward improving ChatGPT’s core qualities: speed, reliability, reasoning quality, personalization, and overall user experience.

- It’s described as a company-wide “all hands on deck” — many teams must reassign headcount, and any work not directly contributing to ChatGPT’s improvement must be re-justified.

Why now — What triggered it

- Rival models — especially Gemini 3 — have recently outperformed (or threatened to outperform) ChatGPT on key benchmarks and metrics.

- The AI-market competition has intensified: not just from large players (like Google and Anthropic) but from fast-moving open-source and alternative-model efforts, making OpenAI feel pressure to preserve its lead.

- There are also business risks: while ChatGPT has hundreds of millions of users, shifting user sentiment or drop-offs could impact the company’s long-term viability — so they want to lean into strengths.

What’s impacted inside OpenAI

- Projects such as planned advertising tools, shopping/health AI agents, and a personalized-news feature called “Pulse” are being paused or delayed.

- Instead of launching new flashy add-ons, the emphasis is on under-the-hood improvements to core AI — better model architecture, backend optimization, user-facing performance, reliability.

- According to reports, the company may accelerate release of an updated model (internally referenced as Garlic) as part of the Code Red response to regain competitive advantage.

[GoodTheBest @MalikSchezad]

Thanks to ACP (Agentic Commerce Protocol), now #OpenAI enables shopping from within #ChatGPT (web app) at #Instacart with the power of #stripe 's payment gateway.

[GoodTheBest @MalikSchezad]

How #IBM’s Acquisition of #Confluent Accelerates AI Inference

IBM’s acquisition of Confluent isn’t just a business move — it’s a strategic leap toward real-time, context-rich AI inference. Here's how the integration plays out:

Confluent feeds IBM models with fresh, continuous, event-driven data → IBM inference becomes faster, more accurate, and context-rich.