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Artificial Intelligence
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Output-policy spec format · dimensions (asset_specs.output_policy)
formatnative cut · 9:16 · 1:1 · 16:9
dims1080×1920 · 1080×1080 · 1920×1080
cadence5/day floor × 9 channels
Channels 9 destinations
TikTokInstagramLinkedInX/TwitterFacebookThreadsPinterestBlueskyYouTube
This post a distinct social asset — its own angle, storyboard, and cuts
social-W24-Mon-3
5-distinct-social/day · 9:16 master → 1:1 / 16:9 cuts per channel
Channel-cuts this asset → 9 native captions (one master · per-platform aspect+copy)
| Channel | Native caption |
|---|---|
| Tiktok | AI is a tool, not a wizard. AI-assisted: ground the model in YOUR documents so it answers from your truth and cites sources, then wire small single-job agents that hand off like a relay. Narrow jobs rarely hallucinate. Method below. |
| AI is a tool, not a wizard. Ground it in your data. Make it cite sources. Wire small single-job agents. Start with one painful workflow. #artificialintelligence #aiagents #automation #futuretech #temerarii | |
| AI is a tool, not a wizard, and treating it like one is how teams get burned. What's genuinely possible once you drop the hype: ground the model in your own documents so it answers from your truth and cites the source, then wire small agents that each do one job with one tool and hand off like a relay. A narrow job plus real data rarely hallucinates. Takeaway: start with one painful workflow, automate it end to end, then copy the pattern. | |
| X | AI is a tool, not a wizard. Ground it in your docs → make it cite → wire small single-job agents that hand off like a relay. Narrow jobs rarely hallucinate. temerarii.com |
| AI is a tool, not a wizard, and treating it like one is how teams get burned. Here's what's actually possible: ground the model in your own documents so it answers from your truth and cites the source, then wire small agents that each do one job and hand off like a relay. Start with one painful workflow and copy the pattern outward. Want the build? It's on the site. | |
| Threads | AI is a tool, not a wizard. Ground it in your own docs so it cites sources, wire small single-job agents that hand off like a relay, start with one painful workflow. Narrow jobs rarely hallucinate. |
| Artificial intelligence for business: how to ground models in your own data, get cited answers, build small single-job AI agents, and automate one workflow at a time. Plain-language guide to practical AI without the hype. | |
| Bluesky | AI is a tool, not a wizard. Ground it in your docs, make it cite, wire small single-job agents that hand off like a relay. Narrow jobs rarely hallucinate. temerarii.com |
| Youtube | AI Is A Tool, Not A Wizard: What's Actually Possible Now Treating AI like a wizard is how teams get burned. This walkthrough drops the hype and shows what works: ground the model in your own documents so it answers from your truth and cites the source, then wire small agents that each do one job with one tool and hand off like a relay. Start with one painful workflow and copy the pattern. AI-assisted production. Give-it-away method from The Big T-M. Chapters: tool not wizard · grounding · citations · small agents · start with one workflow. |
Composition layer × scene 9 scenes · this post's OWN storyboard (distinct per asset)
| # | Layer (comp_id · still · tier) | Beat | Timecode | Motion | Logo | Audio | VO / on-screen / caption |
|---|---|---|---|---|---|---|---|
| 1 | matches intent shared field signature-3d | open | 0–6.6s | spatial-parallax | icon·liquid-chrome | ♪ bed_in | AI is a tool, not a wizard, and treating it like one is how teams get burned. on-screen: AI is a tool, not a wizard |
expected on screen: red ground · cone hero in the shared Signal Field · Augur leads · node-graph · spatial-parallax · icon·liquid-chrome logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual node-graphshape coneground redtreatment liquid-chromemotion spatial-parallaxpower summoninstrument summon→AI is a tool, not a wizard | |||||||
| 2 |  matches intent shared field signature-3d | hook | 6.6–12.5s | kinetic-build | icon·white-knockout | ♪ node_lock | Here is what The Big T-M sees as genuinely possible once you drop the hype. on-screen: What is now actually possible |
expected on screen: red ground · cone hero in the shared Signal Field · Augur leads · mark · kinetic-build · icon·white-knockout logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual markshape coneground redtreatment white-knockoutmotion kinetic-buildpower laser-lockinstrument laser-trace→What is now actually possible | |||||||
| 3 |  matches intent NumberedList template | teach | 12.5–20.2s | kinetic-build | icon·liquid-chrome | ♪ node_lock | The shift is grounding: hand the model your own documents so it answers from your truth, not the internet's average. on-screen: Give the model your real data |
expected on screen: red ground · a NumberedList panel over a dimmed Signal Field · Augur leads · node-graph · kinetic-build · icon·liquid-chrome logo · caption bottom-left spec (the prompt): comp_id NumberedListvisual node-graphshape coneground redtreatment liquid-chromemotion kinetic-buildpower morphinstrument morph+laser→Give the model your real datacurate items, nodes | |||||||
| 4 |  matches intent RankList template | proof | 20.2–27.2s | receipts-count | icon·white-knockout | ♪ node_lock | The proof is the citation: a grounded answer points to the source so a human can check it. on-screen: It cites, you verify |
expected on screen: red ground · a RankList panel over a dimmed Signal Field · Augur leads · receipts · receipts-count · icon·white-knockout logo · caption bottom-left spec (the prompt): comp_id RankListvisual receiptsshape coneground redtreatment white-knockoutmotion receipts-countpower receiptsinstrument spotlight→It cites, you verifycurate rows, statsLabels | |||||||
| 5 |  matches intent LogStream template | diff | 27.2–33.5s | crossfade-8f | icon·liquid-chrome | ♪ node_lock | The old way was one giant chatbot trying to know everything and confidently making things up. on-screen: Old way: one giant chatbot |
expected on screen: red ground · a LogStream panel over a dimmed Signal Field · Augur leads · code · crossfade-8f · icon·liquid-chrome logo · caption bottom-left spec (the prompt): comp_id LogStreamvisual codeshape coneground redtreatment liquid-chromemotion crossfade-8fpower morphinstrument morph→Old way: one giant chatbotcurate codeLines, rows | |||||||
| 6 |  matches intent ChecklistCard template | teach | 33.5–41.2s | kinetic-build | icon·white-knockout | ♪ node_lock | Now you wire small agents, each with one job and one tool, and let them hand off like a relay. on-screen: Many small agents, one job each |
expected on screen: red ground · a ChecklistCard panel over a dimmed Signal Field · Augur leads · node-graph · kinetic-build · icon·white-knockout logo · caption bottom-left spec (the prompt): comp_id ChecklistCardvisual node-graphshape coneground redtreatment white-knockoutmotion kinetic-buildpower morphinstrument morph+laser→Many small agents, one job eachcurate items, nodes | |||||||
| 7 |  matches intent StatScoreboard template | proof | 41.2–47.800000000000004s | receipts-count | icon·liquid-chrome | ♪ node_lock | The receipt is reliability: a model with a narrow job and real data rarely invents an answer. on-screen: Narrow jobs rarely hallucinate |
expected on screen: red ground · a StatScoreboard panel over a dimmed Signal Field · Augur leads · receipts · receipts-count · icon·liquid-chrome logo · caption bottom-left spec (the prompt): comp_id StatScoreboardvisual receiptsshape coneground redtreatment liquid-chromemotion receipts-countpower receiptsinstrument spotlight→Narrow jobs rarely hallucinatecurate pillar, stats, statsLabels | |||||||
| 8 |  matches intent BlueprintGrid template | step | 47.8–53.699999999999996s | kinetic-build | icon·white-knockout | ♪ node_lock | Start with one painful workflow, automate it end to end, then copy the pattern outward. on-screen: Start with one painful workflow |
expected on screen: red ground · a BlueprintGrid panel over a dimmed Signal Field · Augur leads · pipeline · kinetic-build · icon·white-knockout logo · caption bottom-left spec (the prompt): comp_id BlueprintGridvisual pipelineshape coneground redtreatment white-knockoutmotion kinetic-buildpower throwinstrument laser-trace→Start with one painful workflowcurate rows, stages, steps | |||||||
| 9 |  matches intent shared field signature-3d | resolve | 53.7–58.7s | coalescence | icon·liquid-chrome | ♪ bed_out | The future that lasts is boring and useful, not flashy and fragile. on-screen: Boring and useful beats flashy |
expected on screen: red ground · cone hero in the shared Signal Field · Augur leads · coalescence · coalescence · icon·liquid-chrome logo · caption bottom-left spec (the prompt): comp_id shared Signal Fieldvisual coalescenceshape coneground redtreatment liquid-chromemotion coalescencepower coalescenceinstrument coalescence→Boring and useful beats flashy | |||||||