spect
@spectnfa • 12,508 subscribers
a girl who loves AI and tech. dms are open.
Videos
Nobel Prize winner Demis Hassabis just accidentally revealed who survives the next 5 years and who doesn't. "One person who understands AI will outperform an entire startup team" Most founders heard that and thought: "Oh no, I need to learn prompt engineering" Wrong. That's not what "understands AI" means anymore. It means: building workflows. Chaining systems. Automating entire departments. Not typing better questions into ChatGPT. The split is brutal: > 90% of people = still using AI like a calculator > 10% of people = treating it like infrastructure In 5 years, the 10% will run everything with half the headcount. The 90%? Replaceable. Which group are you in? Watch the full breakdown. This is the only skill gap that actually matters right now. Bookmark this. You'll want to reference it.
spect418,555 views • 3 months ago
An ex-Google engineer just dropped a free 2-hour course on graph engineering and AI agents From prompts to self-improving agents 👇 0% → 00:00 - know when to use loops vs graphs 20% → 20:29 - benchmark 5 memory layers head to head 40% → 49:29 - 8 lessons from AI founders and investors 60% → 1:08:17 - see how a self-improving agent learns 80% → 1:28:12 - wire up tracing and evals 100% → 1:47:15 - understand semantic vs episodic memory Most people still think an agent is just a prompt with tools This shows what actually runs around the model, with open-source code and live demos Worth more than most paid agent courses Bookmark it and watch this weekend 👇
spect24,035 views • 7 days ago
Co-Founder of a16z (the biggest VC fund in the world) Marc Andreessen: "People who want to build their careers should be spending every spare hour talking to AI: alright, train me up" He says this is the habit that separates who gets paid and who gets replaced In 1 hour 44 minutes, he explains why the people winning right now are training themselves on AI every spare hour Open the model Ask it to teach you Practice Ask again Repeat daily That is the new career ladder Bookmark and watch the interview
spect151,386 views • 2 months ago
Nobel Prize winner and Google DeepMind CEO Demis Hassabis just revealed the real AI skill gap: “The next generation will do things that used to take teams of 10, 20, 30, 50 people” Most people heard that and thought: “Cool, AI makes me faster” Wrong. AI does not just make people faster. It changes what one person can become. A startup used to need: > researcher > designer > developer > marketer > analyst > support team > ops manager Now one AI-native person can wire all of that into workflows. > Agents that research. > Tools that write. > Workflows that test. > Automations that publish. > Memory that compounds. This is not prompt engineering. This is leverage. The next 5 years will not belong to people who write better prompts. They will belong to people who build better workflows. Watch the full interview. Bookmark this. It is one of the most important ideas of the decade.
spect132,349 views • 3 months ago
🚨 Anthropic CEO Dario Amodei just said the thing most people aren't ready to hear: "AI revenue could hit a trillion dollars before 2030" Read that again. A trillion. Before 2030. And here is the part everyone misses We are not late. We are early. Painfully early. The "country of geniuses in a datacenter" he describes has not even shown up yet. Look at Anthropic itself. Revenue grew roughly 10x every year. 2023: $0 to $100M 2024: $100M to $1B 2025: $1B to $10B That is not one lucky company. That is the signal for everyone. So the real question is not "did I miss it" It is whether you learn this now while it is free, or pay $5,000 for it in 2027 The best move is simple. Understand AI and start using it for real work. This year, not someday. Bookmark this and read my breakdown of 23 free courses from Anthropic, Google and OpenAI below What is the first thing you would automate if you knew how?
spect14,410 views • 3 months ago
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