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Meta ограничивает расходы на токены для сотрудников
Meta ввела внутренние лимиты на использование ИИ из-за резкого роста расходов: в 2026 году только на сотрудников заложены миллиарды долларов, а общий бюджет на ИИ-инфраструктуру оценивается в 130–145 млрд. Вывод простой: даже у Big Tech ИИ перестал быть бесплатной игрушкой и требует жёсткого контроля затрат.
➡️ Читайте на сайте: https://aff.top/blog/meta-ogranichivaet-raskhody-na-tokeny-dlia-sotrudnikov
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Meta ввела внутренние лимиты на использование ИИ из-за резкого роста расходов: в 2026 году только на сотрудников заложены миллиарды долларов, а общий бюджет на ИИ-инфраструктуру оценивается в 130–145 млрд. Вывод простой: даже у Big Tech ИИ перестал быть бесплатной игрушкой и требует жёсткого контроля затрат.
➡️ Читайте на сайте: https://aff.top/blog/meta-ogranichivaet-raskhody-na-tokeny-dlia-sotrudnikov
🧠 Ещё больше инсайтов → в канале AFF.top
Planning frameworks edition: mix-ratio results
Teams that set a posting ratio and held it. What the math returned.
— Brand adopted a strict 3-1-1 mix (value / promo / personal) — promo posts converted 18% better once they were rarer. [case]
— Creator ran the 70-20-10 rule (proven / iterate / experiment) — the 10% bucket produced 3 of her year's top 5 posts. [thread]
— Newsletter capped self-promo at 1 in 5 issues — unsubscribe rate dropped from 0.9% to 0.4% per send. [free]
— Agency assigned each client a fixed educational-to-sales ratio — average client retention rose by 4 months. [template]
A written ratio beats vibes. Pick one and let scarcity work.
Saved you the scroll.
Teams that set a posting ratio and held it. What the math returned.
— Brand adopted a strict 3-1-1 mix (value / promo / personal) — promo posts converted 18% better once they were rarer. [case]
— Creator ran the 70-20-10 rule (proven / iterate / experiment) — the 10% bucket produced 3 of her year's top 5 posts. [thread]
— Newsletter capped self-promo at 1 in 5 issues — unsubscribe rate dropped from 0.9% to 0.4% per send. [free]
— Agency assigned each client a fixed educational-to-sales ratio — average client retention rose by 4 months. [template]
A written ratio beats vibes. Pick one and let scarcity work.
Saved you the scroll.
Myth-Busting Monday: 'Post every day or die'
The daily-or-bust rule is the most repeated lie in your calendar. Here's the correction set.
— The cadence trap [thread] — daily posting only beats weekly if your retention infra (newsletter, retargeting) can catch the volume. Otherwise you're feeding the void. [→]
— Buffer's own data walkthrough [free] — engagement-per-post drops as frequency climbs; total reach is what scales, not the magic number. [→]
— The 'sustainable floor' worksheet [template] — pick the cadence you can hold for 90 days, then add. Slots you skip cost more than slots you never promised. [→]
— Quality-vs-quantity decision tree [free] — when to batch deeper vs publish more. [→]
Saved you the scroll.
The daily-or-bust rule is the most repeated lie in your calendar. Here's the correction set.
— The cadence trap [thread] — daily posting only beats weekly if your retention infra (newsletter, retargeting) can catch the volume. Otherwise you're feeding the void. [→]
— Buffer's own data walkthrough [free] — engagement-per-post drops as frequency climbs; total reach is what scales, not the magic number. [→]
— The 'sustainable floor' worksheet [template] — pick the cadence you can hold for 90 days, then add. Slots you skip cost more than slots you never promised. [→]
— Quality-vs-quantity decision tree [free] — when to batch deeper vs publish more. [→]
Saved you the scroll.
Forwarded from AFF.TOP - про арбитраж трафика и CPA рынок!
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Claude Cowork, Claude Design объединили в один Claude
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Forwarded from AffPapa! Клуб спящих бизнесменов! Потрачено!
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🔥 Приватные консультации по запускам Google ads и FB.
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связки,масштабирование и т.д)
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гарант+По промокоду( #affpapa ) скидка -10% на все услуги.
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Forwarded from AffPapa! Клуб спящих бизнесменов! Потрачено!
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Совсем скоро запуск ШЕСТОГО проекта на RU GEO от создателей APEX, EVA, KUSH, BANDA и LEEBET!
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Microsoft планирует вставлять рекламу в игры
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The 'series, not singles' edition
Teams that calendared multi-part series instead of one-offs. Retention receipts.
— Newsletter ran a 5-part series instead of 5 standalone issues — open rate climbed each part, peaking 14 points up. [case]
— Creator turned a topic into a numbered 7-post series — completion-style binging drove a 2.8x follow rate. [thread]
— Blog built a 'pillar + 6 spokes' published over 6 weeks — internal links lifted the pillar to page 1. [free]
— Course teased a 3-part free series pre-sale — series finishers converted to buyers at 4x the cold rate. [template]
Series create return appointments. Singles don't. Plan arcs.
Saved you the scroll.
Teams that calendared multi-part series instead of one-offs. Retention receipts.
— Newsletter ran a 5-part series instead of 5 standalone issues — open rate climbed each part, peaking 14 points up. [case]
— Creator turned a topic into a numbered 7-post series — completion-style binging drove a 2.8x follow rate. [thread]
— Blog built a 'pillar + 6 spokes' published over 6 weeks — internal links lifted the pillar to page 1. [free]
— Course teased a 3-part free series pre-sale — series finishers converted to buyers at 4x the cold rate. [template]
Series create return appointments. Singles don't. Plan arcs.
Saved you the scroll.
Debunked: the universal 'best time to post'
That 9am-Tuesday infographic you bookmarked? It's an average of strangers. Real fix below.
— Why global timing charts mislead [thread] — they blend timezones and niches into mush; your audience has its own rhythm. [→]
— The 14-day self-audit method [template] — post the same content type at rotating hours, log opens, find YOUR window. [→]
— Timezone-weighting calculator [free] — if 40% of readers are EU, your 'optimal' US slot is half-empty. [→]
— Evergreen reslot guide [free] — re-share winners at a different hour, not a different headline. [→]
The only real best time is the one your own numbers point to. Saved you the scroll.
That 9am-Tuesday infographic you bookmarked? It's an average of strangers. Real fix below.
— Why global timing charts mislead [thread] — they blend timezones and niches into mush; your audience has its own rhythm. [→]
— The 14-day self-audit method [template] — post the same content type at rotating hours, log opens, find YOUR window. [→]
— Timezone-weighting calculator [free] — if 40% of readers are EU, your 'optimal' US slot is half-empty. [→]
— Evergreen reslot guide [free] — re-share winners at a different hour, not a different headline. [→]
The only real best time is the one your own numbers point to. Saved you the scroll.
Structure Showdown: one calendar vs one per channel
All channels in a single view, or split files? Depends on overlap:
—
Single calendar — best when you repurpose one idea across channels; you see cannibalization instantly [overview]
—
Per-channel calendars — best when teams own channels separately and cadences barely touch [framework]
—
The smart middle — one master, filtered views per channel, so nobody scrolls past noise
—
The failure of splitting — the same idea ships twice the same day and nobody notices
—
The failure of merging — a 40-row day where the YouTube owner can't find their three rows
Saved you the scroll.
All channels in a single view, or split files? Depends on overlap:
—
Single calendar — best when you repurpose one idea across channels; you see cannibalization instantly [overview]
—
Per-channel calendars — best when teams own channels separately and cadences barely touch [framework]
—
The smart middle — one master, filtered views per channel, so nobody scrolls past noise
—
The failure of splitting — the same idea ships twice the same day and nobody notices
—
The failure of merging — a 40-row day where the YouTube owner can't find their three rows
Saved you the scroll.
Busted: 'More content pillars = more reach'
Five shiny pillars feel thorough. They usually just confuse the algorithm and the audience.
— The dilution effect [thread] — every extra pillar splits your signal; platforms learn slower who to show you to. [→]
— The 3-pillar starter framework [template] — one expertise lane, one personality lane, one community lane. That's the spine. [→]
— Pillar-audit spreadsheet [free] — score each by engagement-per-post; cut anything that's dead weight. [→]
— When to add a fourth [free] — only after one pillar is consistently overperforming. [→]
Narrow beats broad until you've earned the room. Saved you the scroll.
Five shiny pillars feel thorough. They usually just confuse the algorithm and the audience.
— The dilution effect [thread] — every extra pillar splits your signal; platforms learn slower who to show you to. [→]
— The 3-pillar starter framework [template] — one expertise lane, one personality lane, one community lane. That's the spine. [→]
— Pillar-audit spreadsheet [free] — score each by engagement-per-post; cut anything that's dead weight. [→]
— When to add a fourth [free] — only after one pillar is consistently overperforming. [→]
Narrow beats broad until you've earned the room. Saved you the scroll.