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The AI Rundown
Issue #050 · Fri, Jul 3, 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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▸ USE AI TODAY · a workflow to steal
Make AI interview you before it answers
Before asking AI to write or plan anything, tell it: 'Ask me 5 questions that will make your answer 10x better before you start.' Answer them, then let it produce the work.
Why it works: 90% of bad AI output comes from a thin prompt. Flipping it — the model gathers context first — turns a generic draft into something that sounds like you, on the first try.
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⌘ TODAY'S PROMPT · copy & paste · Analysis
Summarize a long document for YOUR job
A report, contract, or article you don't have time to fully read.
I am a [your role] and I care about [what matters to you]. Summarize the document below in: (1) 5 bullets of what it says; (2) the 3 things that matter most FOR MY ROLE and why; (3) anything I should be worried about or act on; (4) 2 questions worth asking. Ignore what's irrelevant to me.
[paste document]
Why: Turns a 20-page read into the 5 things that actually affect you — filtered through your job, not a generic summary.
🔓 PRO · level it up
Add: 'Quote the exact line for each claim so I can verify it.' | |||||||||||||||
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✦ GET BETTER AT AI
For anything you'll act on, ask 'what did you assume, and what would change your answer if it were wrong?' It surfaces the confident-but-wrong risk in 10 seconds.
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◦ Worth knowing in AI · 5 moves in full
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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
Segmentation used to be a quarterly project. AI can now cluster a messy list into actionable segments and draft a tailored hook for each in one pass — turning 'batch and blast' into relevance at scale.
⌘ Cluster a list into segments with a hook each · copy & paste
You are a lifecycle marketer. From the customer attributes below, propose 4 practical segments (name + who they are + what they care about), the ONE message that lands for each, and a subject line per segment. Flag any segment too small to bother with.
[paste attributes / personas / usage notes]
Why: Relevance beats reach — this gets you relevance without a data team.
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▤ FOR THE CFO · finance & operations economics
Every AI initiative should be framed as ROI, not novelty. The winning question is no longer 'can AI do this?' but 'what does this cost vs. save, and how fast does it pay back?' — AI can build that case for you.
⌘ Build the ROI case for an AI (or any) initiative · copy & paste
You are a finance business-partner. For the initiative below, produce a simple ROI case: one-time and ongoing costs, quantified benefits (time, headcount, error reduction, revenue), a payback-period estimate, and the top 2 risks that would kill the return. Mark every number I need to supply as [INPUT].
[describe the initiative]
Why: Turns 'sounds good' into a defensible number you can take to the table.
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▧ FOR THE CSO · strategy & planning
Prioritization is where strategy lives or dies. AI can force the tradeoff conversation by scoring initiatives against impact and effort — turning a wish-list into a sequenced roadmap.
⌘ Turn a wish-list into a sequenced roadmap · copy & paste
You are a portfolio strategist. From the initiative list below, score each on impact (1-5), effort (1-5), and confidence (1-5), then recommend a sequence for the next two quarters with a one-line rationale each. Explicitly name what we should STOP or defer to make room.
[paste initiatives]
Why: The hard part of strategy is what you say no to — this makes the cut visible.
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▨ FOR THE CTO · product & technology
AI has made 'ship a rough version to learn' nearly free. The constraint has shifted from build cost to knowing what's worth building — so spend your judgment on the spec, not the syntax.
⌘ Turn a vague feature idea into a testable spec · copy & paste
You are a pragmatic product engineer. From the idea below, write: the smallest version that would prove or kill it, the one metric that tells us it worked, what we can fake vs. must build, the top technical risk, and what we deliberately leave out of v1.
[describe the feature idea]
Why: The fastest way to learn is the smallest thing that answers the question.
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▩ FOR THE COO · operations & execution
AI can build a project plan from a goal and a deadline — dependencies, risks, and the critical path included. It turns 'we should do this' into a sequence someone can actually run.
⌘ Turn a goal into a runnable project plan · copy & paste
You are a program manager. From the goal and deadline below, produce: the phases and key milestones, the dependency order (what blocks what), the 3 biggest risks with a mitigation each, and where the critical path is tightest. Mark any assumption I need to confirm.
[state the goal + deadline]
Why: A goal without a sequence is a wish; this makes it a plan.
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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. AI capex & compute economics — hyperscaler buildout / 'the AI trade' [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: 2 of 5 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: 2/5 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 #050. AI for operators across every industry.
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