Claude Models Decoded!

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Here's what we have for you today

 🦾 How to Choose the Right Claude Model

Choosing the right Claude model is kinda like ordering coffee.

Some days, you need that double-shot Opus energy. Other times, a chill Haiku will do just fine.

The trick is in knowing what your project actually needs before you start spending tokens like you’re rich-rich.

Oh, and of course finding that sweet spot between power, speed, and cost.

So, before diving in, ask yourself three simple questions:

  • What do I need it to do? (Do I need a genius, or just something that works fast?)

  • How fast do I need it? (Do I need fast responses or deep reasoning?)

  • What’s my budget looking like? (Be honest.)

Once you’ve got that figured out, you've got two solid starting points:

Option A: Start Fast, Cheap, and Smart-Enough

If you need something that just works without burning through tokens like wildfire, start with Claude 3.5 Haiku. It’s fast, affordable, and honestly, a beast for a bunch of common use cases.

Use Haiku when you're building things like:

  • MVPs and early-stage prototypes

  • Apps with tight latency requirements

  • Cost-sensitive implementations.

  • High-volume, low-complexity tasks (think: data extraction, form replies, basic content churn etc)

This route is like test-driving the model before committing to the luxury trim. If it works—awesome. If not—you upgrade.

Option B: Go Big from the Jump

If your project’s more brain surgery than band-aid—or anything remotely PhD-level—you're better off starting with the big brains.

We’re talking Claude Opus 4 or Claude Sonnet 4, especially when you need:

  • Complex reasoning (multi-step logic, agent workflows)

  • Scientific or math-heavy tasks

  • Tasks requiring nuanced understanding

  • Creative writing that doesn’t sound like a robot in a tie

  • Advanced coding or AI agents that need to think ahead

Once you're up and running, you can always downgrade later if you realize you’re overpaying for brainpower.

Basically, if you're building something that could run NASA, don’t start with a calculator, instead start here if accuracy is everything and you really can’t afford dumb mistakes.

Final Pro Tip: Always. Test. First.

Before making anything official:

  • Create benchmark tests using your prompts and data

  • Run each model through the same scenarios

  • Compare results for accuracy, quality, and edge-case handling

  • Weigh that performance against your budget and boom—you’ve got your answer.

Because honestly? You don’t need a rocket scientist when a scooter gets you there just fine.

Here’s a quick overview of Anthropic’s Claude models, side by side—so you can chill, sip something nice, and figure out which one fits your vibe.

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Also, a quick note — the editor of The Automated (that’s me!) will be giving my first academic conference presentation today! (27 May 2025, 13:00–14:15 Paris time) at the AMICAL Conference in Paris.

The talk is called "Teaching in the Age of AI," and I’ll be sharing practical ways educators can use AI tools (like GPT) in the classroom — especially for entrepreneurship and case-based teaching.

If you’re curious, here’s the link to tune in.

Would love to hear your thoughts — or just see you there!

 💪 Your Guide to Surviving, and Winning in an AI-Dominated World

Landing your first tech job right now is basically like trying to sneak into a sold-out concert without a VIP pass.

Seriously—the struggle is real.

If you just graduated—or you're about to—don’t let anyone tell you it’s all in your head.

Fresh stats show that entry-level tech opportunities have taken a serious hit—we’re talking a massive 50% drop in junior roles at the biggest tech companies since 2019.

LinkedIn’s top economic voice, Aneesh Raman, basically called it an era where the “bottom rung” of the career ladder is straight-up breaking, all thanks to AI swooping in and snatching up entry-level roles.

But before you panic, here’s what you need to know:

Tech isn’t dying—it’s evolving. 

It’s quietly weaving itself into every corner of the economy: healthcare, finance, retail—you name it.

In fact, tech jobs are still on the rise and expected to surpass 7.1 million by 2034. 

And developers? They’re still doing better than most, with just 2.2% unemployment—which is way below the national average.

Now, here’s where it gets spicy: AI skills aren’t just nice-to-have anymore; they’re the new golden ticket.

A whopping 87% of hiring managers are actively hunting for AI experience.

And get this: nearly 1 in 4 job postings now explicitly say “must have AI skills.” So if you’re still sleeping on AI, wake up — it’s basically the new must-have superpower.

Now, I’m not just here to throw bad news your way but the truth is, the tech hiring game is shifting fast, AI is taking over the playground, and if you wanna snag that first job (or keep crushing it), you gotta adapt — fast.

And here’s how:

  • Level up your AI skills — for real: Don’t just dabble in AI—master the basics. Whether it’s machine learning, neural networks, or whatever buzzword fits your vibe, learn it deep. Also build real projects that prove you’re not just talking the talk.

  • Show off your AI chops: Create a portfolio that screams, “I get AI.” That could be: GitHub projects, blog posts or short videos explaining what you built and what you know.

  • Network like your job depends on it — because it does: Get active on LinkedIn, Twitter, AI forums—basically anywhere your future boss might be lurking. You could Join conversations, comment on posts, slide into DMs (respectfully!) Sometimes it’s not just what you know—it’s who knows you.

  • Stay adaptable and curious: Tech moves fast. Today’s AI hype could be tomorrow’s basic skill, so keep learning and evolving.

  • Don’t ignore the soft skills: Communication, teamwork, problem-solving—these still matter big time. AI can do a lot, but it can’t replace strong people skills.

Learn more here and here.

🧱Around The AI Block

  • 👩‍💻 How to survive as a developer when AI codes better than you.

  • 👍 Here’s a simple guide to common AI terms.

  • 👩‍⚖️ Politico’s newsroom is starting a legal battle with management over AI.

  • 👉 Here’s how to seamlessly connect an AI model with your company’s data.

  • 🗣️ Nick Clegg says asking artists for use permission would ‘kill’ the AI industry.

  • 🤖 Why Intempus thinks robots should have a human physiological state.

🤖 ChatGPT Prompt Of The Day: Create an Avatar to Represent You

Your time is valuable — so why not have a digital version of you ready to step in?

Whether it’s attending meetings, recording short explainer videos, or handling repetitive client queries, an AI-powered avatar can save time and keep your brand voice consistent. When designed with care, this avatar can reflect how you think, speak, and show up — giving you more time to focus on high-impact work.

Even top tech CEOs are catching on: Klarna and Zoom CEOs recently used AI avatars to present their earnings calls. It’s a glimpse into the future of communication — and you don’t have to wait to get started.

Here’s how to deploy this effectively:

  1. Use Sora (if available): Sora, integrated within ChatGPT, can generate realistic character videos from text prompts.

  2. Alternatively, try AI Studios, which lets you build custom avatars from silent character videos. You can also explore other AI avatar platforms like Typecast, Synthesia, and Adobe Express, which offer tools to create talking avatars.

  3. Define the job your avatar needs to do: Is it speaking in meetings, giving video updates, answering FAQs, or pitching offers? Be specific so the avatar fits the context.

  4. Share your tone and communication style: Describe how you naturally speak — casual or polished? Funny or formal? Include favorite phrases or signature expressions if you have any.

  5. List key topics the avatar should cover: Mention your niche, services, and go-to talking points so your avatar sounds like you, not just any expert.

  6. Include visual branding if it’s for video: Do you usually wear bright colors? Use hand gestures? Prefer a clean white background? These little details help maintain visual consistency.

  7. Clarify your audience: Tell the AI who your avatar will speak to — clients, team members, social media followers, or investors. The more context, the more tailored the result.

Here’s an example:

Create a detailed AI avatar that can represent me in meetings or appear in videos. The avatar should reflect my tone of voice, communication style, and subject matter expertise. I help [insert audience] achieve [insert result] and typically speak about [insert 2–3 topics]. My tone is [e.g., friendly, confident, professional, witty], and I usually say things like “[insert a few catchphrases or typical phrases you use].”

Remember make sure to Include:

A short bio/introduction the avatar can use

A few talking points or messages I often repeat
Typical vocabulary I use

Visual style notes: [e.g., clothing, gestures, expression, background]

Who the avatar will speak to and what its goal is (e.g., educate, lead, pitch, reassure)

Optional: “In meetings or videos, my goal is to [e.g., inform, inspire, pitch, educate, simplify complex ideas].”

Here’s a sneak peek:

https://youtu.be/pNHF90ngVnIUpgrade now to see the complete prompt video. And vote this for your Workout of the Week!

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