#relevance — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #relevance, aggregated by home.social.
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“You should never wait for the world to catch up to your obsolescence." - Futurist Jim Carroll
Here's a truth to consider: your gut feels the pivot long before your head admits it.
Sometimes we are forced into a career change or pivot. Other times, we need to make the decision on our own.
Either way, it's a gut-wrenching moment.
I know that when I was thinking about leaving the corporate world behind back in 1990, I was pretty miserable. My career track had changed due to a merger; my opportunities vanished; my successful path forward was now in doubt. And yet, I struggled mightily with the idea of moving from career certainty to becoming a self-employed unknown chasing a future that didn't yet exist.
But I went through with it, and it turned out to be the right thing to do.
Here's what I've learned in the decades since: when a pivot is forced on you, you go through something a lot like the stages of grief: shock, denial, anger, and eventually acceptance. When the pivot is your own choice, the same thing happens, just in slow motion. You sit in denial that things have to change. You get angry that they have to. And eventually, hopefully, you accept it.
As I wrote in my book Now What? Reinvention and the Role of Optimism in Finding Your New Future, the faster you get to acceptance, the quicker you can reinvent.
So how do you get to acceptance? You learn to recognize the signals. Some triggers will tell you when it's time:
The expiry of your relevance
The "soul-crushing" signal
The need for reinvention velocity
The "Sunday night" signal
Read about them in the full post.
And one trigger that sits apart from the rest: if you are drowning your career misery in substance abuse, the pivot question has already answered itself. The first move isn't a career change. It's getting help, from yourself or from someone trained to give it. The pivot comes after.
Here's the filter, though: not every bad week is a signal. Burnout, a difficult client, a rough quarter — those are weather, not climate. The triggers above only matter when they become persistent, structural, and patterned. If a vacation fixes it, it wasn't a pivot signal.
You should never find yourself thinking "I should have jumped sooner."
Because when you wonder if it's time to pivot, it probably already is.
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Futurist Jim Carroll is writing this series, The Art of the Infinite Pivot, because he thinks he has mastered the art of the pivot!**#Obsolescence** **#Pivot** **#Gut** **#Signals** **#Acceptance** **#Change** **#Reinvention** **#Relevance** **#Triggers** **#Career** **#Freelance** **#Lessons** **#Denial** **#Grief** **#Movement** **#NowWhat** **#Optimism** **#Soul** **#AI** **#Recognition**
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"Consistency is only a virtue if the path is still relevant." - Futurist Jim Carroll
Here's something you already know: doing the same old thing puts you on the road to the same old destination.
Keeping that in mind, here are some simple rules to avoid consistency:
Don’t wait for clarity because speed is the only certainty (we don't know where we're going, but we're making great time)
Don’t fear the pivot because the straight path is extinct (volatility is the new normal!)
Don’t ignore the rebels because they see what you’re missing (think about that one - you know it's true!)
Don’t rely on your history because it won’t write your future (legacy is a death sentence)
Don’t prioritize your process because the world prioritizes your progress (be creatively disorganized)
Don’t mistake activity for achievement because movement isn't always forward (invest in free time)
Don’t wait for clarity because speed is the only certainty (jump without knowing!)
Don’t fear the pivot because the straight path is extinct (change yourself already!)
Don’t seek the 'perfect' plan because agility beats perfection every time (you can't plan in a fast future)
Don’t build for today because tomorrow is already here (live forward...)
Don’t settle for the comfortable because growth only happens in discomfort (comfort zone stuff)
How do you do that?
Abandon the roadmap - it was made for a different time
Abandon your assumptions - because they are already anchors
Abandon the tried and true for new things
Abandon perfection because mistakes are your new knowledge opportunities
Abandon yesterday’s logic since it is now basically tomorrow's illogical foundation
Abandon the status quo because it's already obsolete
Abandon what you know to find what you don't know
Abandon the safe plan for the risky unknown
Abandon the analysis and go with your gut
Abandon what you've already done to find what you need to do next
What's the phrase we often hear? I heard it in a song yesterday while driving: "Today is only yesterday's tomorrow.' It's from Uriah Heep, a great 70s band.
Rethink it: "Tomorrow is yesterday's missed opportunity" if you don't change things up!
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Futurist Jim Carroll has seen many companies fail at innovation because consistency is central to their culture.
**#Consistency** **#Change** **#Pivot** **#Agility** **#Abandon** **#Rules** **#Future** **#Innovation** **#Rebels** **#Progress** **#Speed** **#Growth** **#Discomfort** **#Strategy** **#Movement** **#Tomorrow** **#Roadmap** **#Assumptions** **#Risk** **#Leadership** **#Transformation** **#Relevance** **#Logic** **#Action** **#Onwards**
Original post: https://jimcarroll.com/2026/03/daily-inspiration-consistency-is-only-a-virtue-if-the-path-is-still-relevant/
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"Consistency is only a virtue if the path is still relevant." - Futurist Jim Carroll
Here's something you already know: doing the same old thing puts you on the road to the same old destination.
Keeping that in mind, here are some simple rules to avoid consistency:
Don’t wait for clarity because speed is the only certainty (we don't know where we're going, but we're making great time)
Don’t fear the pivot because the straight path is extinct (volatility is the new normal!)
Don’t ignore the rebels because they see what you’re missing (think about that one - you know it's true!)
Don’t rely on your history because it won’t write your future (legacy is a death sentence)
Don’t prioritize your process because the world prioritizes your progress (be creatively disorganized)
Don’t mistake activity for achievement because movement isn't always forward (invest in free time)
Don’t wait for clarity because speed is the only certainty (jump without knowing!)
Don’t fear the pivot because the straight path is extinct (change yourself already!)
Don’t seek the 'perfect' plan because agility beats perfection every time (you can't plan in a fast future)
Don’t build for today because tomorrow is already here (live forward...)
Don’t settle for the comfortable because growth only happens in discomfort (comfort zone stuff)
How do you do that?
Abandon the roadmap - it was made for a different time
Abandon your assumptions - because they are already anchors
Abandon the tried and true for new things
Abandon perfection because mistakes are your new knowledge opportunities
Abandon yesterday’s logic since it is now basically tomorrow's illogical foundation
Abandon the status quo because it's already obsolete
Abandon what you know to find what you don't know
Abandon the safe plan for the risky unknown
Abandon the analysis and go with your gut
Abandon what you've already done to find what you need to do next
What's the phrase we often hear? I heard it in a song yesterday while driving: "Today is only yesterday's tomorrow.' It's from Uriah Heep, a great 70s band.
Rethink it: "Tomorrow is yesterday's missed opportunity" if you don't change things up!
---
Futurist Jim Carroll has seen many companies fail at innovation because consistency is central to their culture.
**#Consistency** **#Change** **#Pivot** **#Agility** **#Abandon** **#Rules** **#Future** **#Innovation** **#Rebels** **#Progress** **#Speed** **#Growth** **#Discomfort** **#Strategy** **#Movement** **#Tomorrow** **#Roadmap** **#Assumptions** **#Risk** **#Leadership** **#Transformation** **#Relevance** **#Logic** **#Action** **#Onwards**
Original post: https://jimcarroll.com/2026/03/daily-inspiration-consistency-is-only-a-virtue-if-the-path-is-still-relevant/
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"Consistency is only a virtue if the path is still relevant." - Futurist Jim Carroll
Here's something you already know: doing the same old thing puts you on the road to the same old destination.
Keeping that in mind, here are some simple rules to avoid consistency:
Don’t wait for clarity because speed is the only certainty (we don't know where we're going, but we're making great time)
Don’t fear the pivot because the straight path is extinct (volatility is the new normal!)
Don’t ignore the rebels because they see what you’re missing (think about that one - you know it's true!)
Don’t rely on your history because it won’t write your future (legacy is a death sentence)
Don’t prioritize your process because the world prioritizes your progress (be creatively disorganized)
Don’t mistake activity for achievement because movement isn't always forward (invest in free time)
Don’t wait for clarity because speed is the only certainty (jump without knowing!)
Don’t fear the pivot because the straight path is extinct (change yourself already!)
Don’t seek the 'perfect' plan because agility beats perfection every time (you can't plan in a fast future)
Don’t build for today because tomorrow is already here (live forward...)
Don’t settle for the comfortable because growth only happens in discomfort (comfort zone stuff)
How do you do that?
Abandon the roadmap - it was made for a different time
Abandon your assumptions - because they are already anchors
Abandon the tried and true for new things
Abandon perfection because mistakes are your new knowledge opportunities
Abandon yesterday’s logic since it is now basically tomorrow's illogical foundation
Abandon the status quo because it's already obsolete
Abandon what you know to find what you don't know
Abandon the safe plan for the risky unknown
Abandon the analysis and go with your gut
Abandon what you've already done to find what you need to do next
What's the phrase we often hear? I heard it in a song yesterday while driving: "Today is only yesterday's tomorrow.' It's from Uriah Heep, a great 70s band.
Rethink it: "Tomorrow is yesterday's missed opportunity" if you don't change things up!
---
Futurist Jim Carroll has seen many companies fail at innovation because consistency is central to their culture.
**#Consistency** **#Change** **#Pivot** **#Agility** **#Abandon** **#Rules** **#Future** **#Innovation** **#Rebels** **#Progress** **#Speed** **#Growth** **#Discomfort** **#Strategy** **#Movement** **#Tomorrow** **#Roadmap** **#Assumptions** **#Risk** **#Leadership** **#Transformation** **#Relevance** **#Logic** **#Action** **#Onwards**
Original post: https://jimcarroll.com/2026/03/daily-inspiration-consistency-is-only-a-virtue-if-the-path-is-still-relevant/
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FYI: New Search Engine: Relevance Factors & Ranking Explained! #shorts: A new search engine must prioritize factors beyond simple text matches. Considerations include article freshness, popularity, and source to ensure the most relevant results. Location matters for restaurant searches, ensuring nearby options appear first. #searchengine #relevance #TFIDF #location #proximity https://www.youtube.com/shorts/nmWQGIm_hmc
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ICYMI: New Search Engine: Relevance Factors & Ranking Explained! #shorts: A new search engine must prioritize factors beyond simple text matches. Considerations include article freshness, popularity, and source to ensure the most relevant results. Location matters for restaurant searches, ensuring nearby options appear first. #searchengine #relevance #TFIDF #location #proximity https://www.youtube.com/shorts/nmWQGIm_hmc
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"In a world of big change, we are surrounded by some very small minds!" - Futurist Jim Carroll
There are still some people fighting the battles of 2024, the issues of 2022, the world of 2020, the realities of 2018.
It's 2026.
Everything has changed.
What happens in a time of big change is that the small minds refuse to let go of where they were, and find it impossible to go to where the rest of the world is going.
They struggle to comprehend the new order of the world because they are still raging about the old one.
They can't let go of their desire to go back to where they think we should be going, rather than going to where the rest of us are going.
They're a tiresome bunch, aren't they!
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Futurist Jim Carroll knows that everything has changed in the last week.
**#Change** **#Mindset** **#SmallMinds** **#BigChange** **#Forward** **#Growth** **#Evolution** **#Adaptation** **#Future** **#Progress** **#Vision** **#Perspective** **#Reality** **#LettingGo** **#Transformation** **#Thinking** **#Leadership** **#Innovation** **#Awareness** **#Relevance** **#Moving** **#Clarity** **#Wisdom** **#Tiresome** **#Onwards**
Original post: https://jimcarroll.com/2026/01/daily-inspiration-it-a-world-of-big-change-we-are-surrounded-by-some-very-small-minds/
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"Generative engine optimization: SEO was a popularity contest. GEO is an intelligence test." - Futurist Jim Carroll
We are moving from SEO to GEO, and it's happening incredibly fast!
**Maria Franzoni** had a post about that yesterday - just as the very moment I was optimizing my website for the AI got!
GEO? What's that? Rebuilding our websites so they feed the AI machine better, improving our chances of showing up in ChatGPT and other AI search results!
With this, I've turned off the minimal Google Ads I've been running and put in place the code to let "the AI machines" fully into my site.
They noticed right away! Visits began to explode.
All of this got me thinking in terms of spans of time. If 2015 was about Search Engine Optimisation. 2026 is about Generative Engine Optimisation.
How does it work? In simple terms, my site is now configured to do a different thing when an AI 'bot' appears, seeking to index my content.
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"Are you a search engine?
Yes"
An AI bot?
Yes.
Oh, ok, here's a version of the content for this page, all nicely organized in the format you like so you can ingest it into your AI!"---
One thing most folks might ask at this point - isn't this my content? Do I want to feed it to AI? Shouldn't I tell them no? For a time, I did. Then, two weeks ago, I confirmed two speaking gigs that came directly to me from ChatGPT.
That woke me up! I decided to move fast.
Here's what I did.(Keep reading!)
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**#GEO** **#SEO** **#AI** **#FutureOfSearch** **#DigitalStrategy** **#Innovation** **#Marketing** **#Technology** **#ChatGPT** **#Optimization** **#WebStrategy** **#Adaptation** **#ArtificialIntelligence** **#ContentStrategy** **#Disruption** **#Change** **#Evolution** **#Digital** **#Visibility** **#Strategy** **#Transformation** **#Speed** **#Relevance** **#Intelligence** **#Onwards** -
New Search Engine: Relevance Factors & Ranking Explained! #shorts: A new search engine must prioritize factors beyond simple text matches. Considerations include article freshness, popularity, and source to ensure the most relevant results. Location matters for restaurant searches, ensuring nearby options appear first. #searchengine #relevance #TFIDF #location #proximity https://www.youtube.com/shorts/nmWQGIm_hmc
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via #AIFoundry : How to debug and optimize RAG agents in Microsoft Foundry
https://ift.tt/FkMCnGS
#MicrosoftFoundry #RAGAgents #Debugging #Optimization #AI #MachineLearning #AgentObservability #DataEvaluation #Groundedness #Relevance #SearchParameters #DocumentRetrieval #AIAp… -
@MartinEscardo This is true. I'm suggesting that this is not just a computer engineering thing. I'm saying that at base, nature itself is non-binary, and we are non-binary, and we abstract things we don't understand into black and white distinctions to make them easier to understand. It's fast and efficient to ignore certain problems. There are still problems with binary logic.
Did you know that SQL is one of the few computer languages to use 3-valued logic? Databases are highly exposed to the problems of inconsistent or missing information. But we can use binary logic to simulate 3-valued logic (MySQL uses the paraconsistent logic LP by Graham Priest, but you can use that to create a fully relevant implication as in RM3, it's just a longer expression)
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#Firefox is fine. The people running it are not
#TheRegister article: https://www.theregister.com/2025/07/08/firefox_isnt_dead/"#Mozilla's management is a #bug, not a #feature"
"#Dominance does not equal #importance, nor is dominance the same as #relevance. The #snag at Mozilla is a #management layer that doesn't appear to understand what works for its #product nor which parts of it matter most to users."
"Don't #blame the #app, and don't even blame the #programmers. That is, the ones who still have #jobs, after years of #engineer #layoffs. Don't even blame the whole #organization – blame the #management. Steven himself has pointed this out before, early in 2024. So have I. In 2023, I said that Mozilla was asleep at the wheel." -
Quite a good list of LLM evaluation metrics (with papers!) by Parea AI: https://docs.parea.ai/blog/eval-metrics-for-llm-apps-in-prod
#llms #rag #evaluation #eval #metrics #faithfulness #relevance #informationretrieval
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#23daystocelebrateOpenEducation
#day21
💥 #OEGlobal23 closed with Kayla Lar-Son's #keynote explaining “The 6 R’s of Indigenous OER’s: Rethinking and Reworking Indigenous Open Education”6Rs 🎉 #respect #relationships #responsibility #reverence #relevance #reciprocity
1/4 exceptional keynotes - watch
https://bit.ly/OEG23KeynotesYT#openeducation #librarians #openlibrarians #indigenouslibrarians #indegenousknowledge #openfuture #6RsIndegenouseducation
#sustainablefuture #storytelling -
“And that might mean that you have to deal with people that you disagree with on some things, or many things, or even most things, but you find enough common cause that you can work with them on something.” -- Steve Inskeep
In a world of binary logic, a paraconsistent logic is the bridge you need to communicate
#RM3 #paraconsistent #relevance #logic -
@dougmerritt @AmenZwa Legal jurisprudence is famously logically inconsistent. Binary logic is useless. One must understand #paraconsistent and #relevance #logic if you want to be a lawyer.
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Hi, SocialWorlds. Your post ended in my “Home” timeline probably because of the #information(en) hashtag, and even if I don’t speak German it looked interesting so I “had” to translate it and respond. Hope you don’t mind :-)
#Distinction of #undecidable #questions in #known and #unknown #conditions of their #relevance.
#hypothetical / #factual
#Factually meant as a #question for #data as not yet known #information
#known / #unknown
In the case of #functional systems such as #economy, #religion, #art and #politics, only #facts are missing. How they are to be #understood is #clear.
In the case of #meaning and #ecology, #decisive #factors are #unclear.In my opinion #data=#facts. You can’t argue about facts the same way you can’t really argue about the “hard data” (numbers, graphs) in front of you.
What you can argue about is the interpretation of that data, or the different private #information every one of us will extract from the same set of data (facts) in front of us. What information is derived from the data depends on the different #knowledge(s) each one of us has about the world.