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3 AI Headlines That Matter To Markets This Week: A Filter, Not a Feed

Carousel — cover + one idea per slide + caption. This is a post, not a video script.

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Slides

One idea per slide

Cover
MOST AI NEWS IS NOISE

The 3-question filter for
AI headlines that actually
touch markets.

Materiality over novelty.
(swipe)
Slide 1
MOST AI NEWS IS NOISE

The filter for AI headlines
that actually move a number.

3 questions. 3 buckets.
Materiality over novelty.
(swipe)
Slide 2
The trap everyone falls into:

Reading more headlines
and calling it research.

Wrong job.

The feed is not the work.
The filter is the work.

Most AI news is novelty.
A few items touch a model.
Slide 3
THE ONE QUESTION

For every AI headline, ask:

-> Does this change a number
   in a company's model?

-> Revenue, margin, capex,
   or competitive moat.

No number = not material.
Close the tab.
Slide 4
WHY IT MATTERS

A launch is a press release.
An earnings line is evidence.

-> A demo trends in a day
-> A 10-Q lands in a quarter
-> Only one of them is verifiable

The headline is a claim.
The filing is the proof.
Slide 5
THE COMMON MISTAKE

Trading the announcement,
not the economics.

-> 'New model' feels urgent
-> So does 'partnership'
-> Neither moved a cost line yet

The failure mode:
you act, the numbers never change.
Slide 6
THE 3 BUCKETS

Sort every headline into one:

-> MATERIAL
   maps to a number in a filing

-> WATCHLIST
   might, so set a checkpoint

-> NOISE
   no path to a number. Closed.
Slide 7
HOW TO USE AI HERE

-> Let AI summarize the week's feed
-> Ask it to tag each item:
   material / watchlist / noise
-> Demand the reason: which number,
   which company, which filing

No company + no number = noise.
AI sorts. You decide.
Slide 8
THE STANDARD

-> Material items get verified
   against the primary filing
-> Watchlist items get a date
   to recheck
-> Noise gets closed, not saved

AI builds the feed.
You own what counts.
Save this. Run it this week.

Educational only. Not advice.

Caption

Paste under the carousel

Most AI news is noise.

Every day there is a new model, a new demo, a new partnership. Almost none of it changes a line in anyone's model. The skill is not reading faster. It is filtering for the few headlines that touch an actual number.

The filter, one question per headline:

1. Does it change revenue, margin, capex, or competitive moat for a company you can name? 2. Can you point to where it would show up: a segment, a cost line, a guidance range? 3. If you cannot, it is novelty. Sort it to noise and move on.

Then sort everything into three buckets:

-> Material: it maps to a number you can verify in a filing. -> Watchlist: it might, so you set a date to recheck. -> Noise: no path to a number, so you close it.

The common mistake is trading the announcement instead of the economics. A launch is a press release until it shows up in a 10-Q or a guidance revision. The failure mode is acting on the headline and finding out the numbers never moved.

AI can summarize the week's feed and tag each item fast. It does not get to decide what is material. That is your judgment against the filings.

Save this and run it on your feed this week.

Educational content only. Not investment advice, and not a recommendation to buy, sell, or hold any security. Wall Street Prompt. Always verify against the primary source filing.

Design notes

Near-black background (#0B0E0C) across all slides. One accent: WSP green used only on slide headers (the all-caps named-concept label), the -> arrows, and the bucket labels (MATERIAL / WATCHLIST / NOISE). Body in warm off-white. Heavy condensed all-caps sans for slide headers and the cover hook; clean neutral sans for body, sentence case. Cover: oversized 'MOST AI NEWS IS NOISE' dominating the top, accent on 'NOISE', subhead below, tiny '(swipe)' bottom-right. Consistent left-aligned grid: header band, thin green hairline rule, then arrow-list body. One idea per slide, lecture-slide density, lots of breathing room around each arrow line. Slide 6 sets the three buckets as a vertical stack with the bucket word in green and the one-line definition beneath in off-white. Persistent small WSP handle bottom-left on every slide. No gradients, glow, charts, or stock imagery. Final slide carries the disclaimer in small type.

CTA

AI sorts the feed. You own what counts. Save this and run it on your feed this week. Comment 'FILTER' and I'll send the AI-headline triage sheet.

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