We were taught how to pass exams. We were taught how to write a CV. We were taught how to look for a job. But nobody taught us what to do when: • The job applications get ignored.• The salary isn't enough.• The bills keep increasing.• We want more freedom but don't know where to start.• We realize employment is just one path—not the only path. The truth is, many talented people are not struggling because they're lazy. They're struggling because they were never exposed to the opportunities that exist beyond traditional employment. That's why we created Beyond the CV Podcast. A platform where we have honest conversations about: ✅ Building income online ✅ Personal finance and money management ✅ Side hustles and entrepreneurship ✅ Digital skills that are creating opportunities today ✅ Personal growth and becoming the person success requires ✅ Real stories from ordinary people doing extraordinary things Because sometimes what changes your life isn't another certificate. It's one idea. One skill. One conversation. One mindset shift. The goal isn't to convince everyone to quit their jobs. The goal is to help people realize they have options. If you've ever felt stuck, uncertain about your future, or curious about what else is possible for your life, then Beyond the CV was created for you. What is one thing you wish someone had taught you about money, careers, or life after school? Share it below 👇 And if you're ready for conversations that challenge the way you've been taught to think about work, success, and freedom, subscribe to Beyond the CV Podcast and join us on the journey. Your future may be bigger than the CV you're holding today. ❤️ www.youtube.com/@Beyondthecvpodcast Admin Liz Fortune

That's what I heard yesterday. From Susan , my student from Dubai who made $900 live . Everyone was excited, including myself . I was at my highest energy, especially when my student confirms that what I teach online works. One person who had started digital marketing 6 months ago and partially quit along the way asked her "Susan, what's the secret?" And she answered with few words "Just tell your story" And for sure , I agree. Tell your story . You have so much potential in your story. Do not sell, tell your story instead. Take for example how she made the $900 sale (not the first one btw) She just shared how she is working in Dubai , miles away from her kids , who keep asking her when she's coming home, for school closing ,or parents meeting, or a church activity. She was always absent. Late night video calls that only get cut short because the kids want to go to sleep, and that's the only time mum is free. It was emotional . It was true. It was her story. Your story will make you alot of money. Tonight we are having a live webinar , where Susan will share through a video how her journey has shaped her, and now she has hope that she will not renew her contract again. If she did it, so can you. Join me live for the live webinar at 8:00 Pm on skool through the link below. And today we will to something special.. We have a unique question and Answer session. You can ask questions live in the webinar. Here is the link: www.skool.com/samgicheha/about Do not miss to attend.Invite a friend or family who is curious to make wealth online. Sam Gicheha P.S Susan is now on her way out of employment in foreign countries, she comes back with freedom and become present mum.Come and see her full story.

Morning everyone here

Claude AI is a large language model built by Anthropic. Here’s how it actually works under the hood: 1. It’s a transformer neural network Claude is based on the transformer architecture - the same core design behind GPT, Gemini, and most modern AIs. - It takes text as input, breaks it into tokens/words, and processes them all at once using “attention” mechanisms. - Attention lets it weigh which words matter most for understanding context. That’s why it can keep track of a long conversation better than older models. 2. Training happens in 2 stages 1. Pretraining: Claude reads massive amounts of text from books, websites, code, etc. It learns to predict the next token in a sequence. This teaches it grammar, facts, reasoning patterns, and how language works. No one manually teaches it “what is a cell tower” - it figures it out from pattern 2. Post-training: Anthropic uses Constitutional AI and human feedback to make Claude safer, more helpful, and less likely to hallucinate or be evasive. “Constitutional AI” means they give it a set of principles and have it critique and revise its own outputs to follow those principles. 3. Inference - how it answers you When you send a message: - Your text gets tokenized and fed into the model. - The model runs a forward pass through billions of parameters and calculates the probability of what word should come next. - It generates one token at a time until it hits a stop condition. That’s why responses feel like they’re “typed out” word by word. 4. Key differences in Claude’s design Anthropic focuses heavily on: - Constitutional AI: Instead of relying only on human labelers saying “good/bad response”, Claude critiques itself against a written constitution of rules like “be harmless, honest, helpful”. - Long context: Claude models handle 100k-200k tokens of context, so they can read entire books or long codebases in one go. - Reduced sycophancy: They train it to admit uncertainty and avoid agreeing just to please you.

Final reminder! Freedom webinar starts in 20 minutes . What you should do from now.. 1. Finish up any pending task you have on your table. 2. Get a quiet place or plug in your headphones. 3. Have a notebook and a pen. It will be a total masterclass . Here is the link for the live masterclass. Link: https://www.skool.com/live/vzPf49K4Ht4 With Love Sam Gicheha