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The AI Rundown
Issue #051 · Sat, Jul 4, 2026
The AI news that actually matters — in 5 minutes a day.
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You don't need to be an AI engineer to get ahead with AI — you need to actually use it well at work. Every issue: one workflow to steal, one prompt to run, and one skill to level up. Read and try them in 5 minutes and you'll be better at AI than most of your colleagues. (Plus a quick scan of what's moving in AI, and a podcast worth watching.)
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| Read Issue #051 on the web → The full workflow, prompt, every role play & today's AI moves — open it in your browser, share it, keep the link. | |||||||||||||||
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▸ USE AI TODAY · a workflow to steal
Build a reusable 'about me' block you paste into every chat
Write one paragraph: your role, your company, your audience, your tone, and what a great result looks like. Save it. Paste it at the top of any AI task so you never re-explain yourself.
Why it works: The single biggest quality jump for a busy professional isn't a fancy prompt — it's giving the model who you are and who you're writing for, every time, for free.
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⌘ TODAY'S PROMPT · copy & paste · Writing
Turn a raw idea into a structured proposal
You have a good idea and need to pitch it to decision-makers.
Help me turn this idea into a one-page proposal for decision-makers. Structure: Problem, Proposed solution, Why now, What we need, Expected outcome, Risks. Keep it tight and skimmable, lead with the business value, and write it so a busy executive gets it in 60 seconds.
My idea:
[describe the idea]
Audience: [who decides]
Why: Bridges the gap between 'I have a thought' and 'I have something I can send' — the step where most ideas stall.
🔓 PRO · level it up
Add: 'Then list the 3 objections this audience will raise and a one-line answer to each.' | |||||||||||||||
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✦ GET BETTER AT AI
Keep a note of the prompts that worked. Your best prompts are reusable assets — reusing a proven one beats writing a new one from scratch every time.
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◆ YOUR ROLE TODAY · pick your seat
One AI move + one copy-paste prompt built for your role. Read the one that's yours — 30 seconds each.
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▣ FOR THE CMO · marketing & growth
Your customers' results are your most persuasive copy, but raw outcomes aren't a story. AI can turn a messy win into a structured case study — situation, obstacle, what changed, proof — that a prospect sees themselves in.
⌘ Turn a customer win into a proof-driven case study · copy & paste
You are a case-study writer. From the raw details below, write a tight customer story: the situation and the specific problem, why previous approaches fell short, what changed, and the concrete result — quoted in the customer's voice where possible. Keep every number to exactly what's provided (mark gaps as [CONFIRM]); no invented metrics. End with the one-line takeaway a similar prospect would remember.
[paste the raw customer details / notes]
Why: Prospects believe a specific customer's story far more than your best adjective.
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▤ FOR THE CFO · finance & operations economics
Budgets built by nudging last year's numbers bake in last year's waste. AI can help you build from priorities instead — every major line justified by what it's for — so the budget funds the plan, not the habit.
⌘ Build a priority-driven (zero-based) budget · copy & paste
You are a finance business-partner running a priority-based budget. From the goals and cost areas below, help me build it bottom-up: for each major spend area, the outcome it funds, the minimum to keep the lights on vs. the incremental spend and what it buys, and a ranking of incremental spends by value. Flag the line items that exist only because they existed last year, and the one area likely under-funded relative to its goal. Mark inputs as [INPUT].
[paste goals + current cost areas]
Why: A budget that starts from last year defends last year's mistakes by default.
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▧ FOR THE CSO · strategy & planning
A strategy nobody can repeat isn't executed — it's filed. AI can compress a plan into a one-page narrative a frontline employee could restate in their own words, which is the real test of whether it's clear.
⌘ Write the one-page strategy everyone can repeat · copy & paste
You are a strategy-communication editor. From the strategy below, write a one-page narrative anyone in the company could understand and repeat: where we're playing and where we're not, how we win there, the 3 things we're prioritizing this year, and what we're deliberately saying no to. Ban jargon and buzzwords. End with the single sentence a frontline employee should be able to say when asked 'what's our strategy?'
[paste the strategy]
Why: If your team can't restate the strategy in a sentence, it won't guide a single decision they make.
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▨ FOR THE CTO · product & technology
AI is a strong rubber-duck for architecture. Explaining a design to it forces clarity, and it will name the tradeoffs and failure modes you were too close to see.
⌘ Pressure-test a technical design · copy & paste
You are a senior architect reviewing my design below. Give me: the 3 biggest risks or single points of failure, where it won't scale, a simpler alternative if one exists, and the one decision I should not defer. Assume a small team and a real deadline.
[describe the design / approach]
Why: The cheapest bug to fix is the one you catch on the whiteboard.
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▩ FOR THE COO · operations & execution
Vendor, tool, and process comparisons are tedious and AI does them well. Give it your options and criteria and it builds the decision grid — so the choice is evidence-based, not whoever pitched last.
⌘ Build a decision grid for a tool or vendor choice · copy & paste
You are helping me choose between the options below against these criteria: [list what matters — cost, fit, switching pain, risk]. Build a comparison table, score each option, name the best fit for our situation, and flag the one hidden cost or risk I'm probably underweighting.
[list options]
Why: A clear grid makes the decision defensible and fast.
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◦ Worth knowing in AI · 5 moves in full
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🔭 Where the signals converge Where independent intelligence streams — macro podcasters, our email-intel desk, AI-lab feeds — line up on the SAME read, cross-checked against our own live trading algo. The one AI brief that shows you where unrelated operators agree. Frontier model releases & capability jumps (the model race) [MEDIUM · email intel + podcasts agree] AI safety, governance & regulation — release policy / gov stake (ai policy) [MEDIUM · email intel + podcasts agree] The cross-source read: Cross-source tape today: 3 of 6 convergent themes lean defensive/structural-risk. Highest-conviction edge: 'Mega-cap tech distribution / late-cycle topping' (2-layer agreement, incl. our own algo model). Convergence = where independent operators agree; that's the higher-conviction read for brief/newsletter/algo than any single source. Where they split: Direction tally across convergent themes: 3/6 lean defensive/structural-risk — the CONVERGENT sub-themes are more informative than aggregate inbox sentiment (which is typically split). | |||||||||||||||
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▶ Watch this week · stay an AI expert
Latent Space
with swyx & Alessio Fanelli · YouTube
The most rigorous show on what AI tools can really do today versus the marketing. When you need to separate a real capability from a demo before you bet a workflow on it, start here.
Watch on YouTube →
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THE AI RUNDOWN · theairundown.com
You're reading Issue #051. AI for operators across every industry.
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