--- title: "Meaning & Key Takeaway of: Failure to converge. Confidence limits…" description: "\"“Failure to converge. Confidence limits exceeded. Further predictions unreliable.”\" — Peter Watts" image: "https://sms4smile.com/quotes/i/7b6/peter-watts-4020_confidence_failure-to-converge-confidence-limits-ex_2059248.png" --- # Failure to converge. Confidence limits exceeded. Further… ![“Failure to converge. Confidence limits exceeded. Further predictions unreliable.” quote by Peter Watts](https://sms4smile.com/quotes/i/7b6/peter-watts-4020_confidence_failure-to-converge-confidence-limits-ex_2059248.png) [Download](https://sms4smile.com/quotes/i/7b6/peter-watts-4020_confidence_failure-to-converge-confidence-limits-ex_2059248.png) [Open image](https://sms4smile.com/quotes/i/7b6/peter-watts-4020_confidence_failure-to-converge-confidence-limits-ex_2059248.png) > ““Failure to converge. Confidence limits exceeded. Further predictions unreliable.”” [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. Systems can fail when confidence thresholds are exceeded, making future predictions unreliable. **In simple terms:** When confidence is too low, predictions become unreliable. Key Takeaway Monitor confidence levels and adjust expectations. Themes uncertainty systems prediction Mood analytical cautious Type technical advice When to use this quote - financial modeling - AI forecasting - engineering safety - medical diagnostics Key Concepts statistics risk assessment Questions to Reflect On - What indicators show confidence is overstated? - How can you improve model robustness? A Different Perspective Overreliance on confidence can mask underlying issues. ★ ★ ★ ★ ★ No ratings yet [Confidence](https://sms4smile.com/quotes/about/confidence/) [Confidence Limits](https://sms4smile.com/quotes/about/confidence-limits-2783022/) [Converge Confidence](https://sms4smile.com/quotes/about/converge-confidence-3919940/) [Failure](https://sms4smile.com/quotes/about/failure/) [Failure Converge](https://sms4smile.com/quotes/about/failure-converge-3919938/) [Limits Exceeded](https://sms4smile.com/quotes/about/limits-exceeded-3919941/) [Predictions Unreliable](https://sms4smile.com/quotes/about/predictions-unreliable-3919939/) ## Related quotes > [Your assignment of confidence limits each of the evidences, which allows for building a cumulative case for God's existence.](https://sms4smile.com/quotes/russell-stannard/your-assignment-of-confidence-limits-each-of-the-evidences-which/) [Russell Stannard](https://sms4smile.com/quotes/author/russell-stannard/) > [I was very confident on the stage, and I stood out in a red gown.](https://sms4smile.com/quotes/nicole-johnson/i-was-very-confident-on-the-stage-and-i-stood-out-in-a-red-gown/) [Nicole Johnson](https://sms4smile.com/quotes/author/nicole-johnson/) > [Why shouldn't I be confident? I'm well educated, I can deliver a line, and I have more than three expressions. That's good right?](https://sms4smile.com/quotes/sonakshi-sinha/why-shouldn-t-i-be-confident-i-m-well-educated-i-can-deliver-a-line/) [Sonakshi Sinha](https://sms4smile.com/quotes/author/sonakshi-sinha/) > [I look for someone who has confidence. Also someone whose energetic, cause I'm NOT that energetic.](https://sms4smile.com/quotes/nick-jonas/i-look-for-someone-who-has-confidence-also-someone-whose-energetic/) [Nick Jonas](https://sms4smile.com/quotes/author/nick-jonas/) > [The four Cs of making dreams come true: Curiosity, Courage, Consistency, Confidence.](https://sms4smile.com/quotes/walt-disney/the-four-cs-of-making-dreams-come-true-curiosity-courage-consistency/) [Walt Disney](https://sms4smile.com/quotes/author/walt-disney/) > [Get to know yourself well enough to not only expect, but also control, your response to the unexpected challenges in life.](https://sms4smile.com/quotes/senoraroy/get-to-know-yourself-well-enough-to-not-only-expect-but-also-control/) [Senoraroy](https://sms4smile.com/quotes/author/senoraroy/) > [You want to remain hungry and stay in a good place as a competitor; at the same time, you want to be confident but…](https://sms4smile.com/quotes/lamar-odom/you-want-to-remain-hungry-and-stay-in-a-good-place-as-a-competitor-at/) [Lamar Odom](https://sms4smile.com/quotes/author/lamar-odom/) > [I would rather regret the things that I have done than the things that I have not.](https://sms4smile.com/quotes/lucille-ball/i-would-rather-regret-the-things-that-i-have-done-than-the-things/) [Lucille Ball](https://sms4smile.com/quotes/author/lucille-ball/) > [Confidence comes from cutting yourself some slack.](https://sms4smile.com/quotes/tess-daly/confidence-comes-from-cutting-yourself-some-slack/) [Tess Daly](https://sms4smile.com/quotes/author/tess-daly/) > [My friend made me a leather dress for the MTV awards. It gives you confidence, wearing something you love.](https://sms4smile.com/quotes/cat-deeley/my-friend-made-me-a-leather-dress-for-the-mtv-awards-it-gives-you/) [Cat Deeley](https://sms4smile.com/quotes/author/cat-deeley/) > [One of the ways that I discovered my confidence and my ability to overpower is becoming a mother. Suddenly, my world wasn't about myself…](https://sms4smile.com/quotes/lights/one-of-the-ways-that-i-discovered-my-confidence-and-my-ability-to/) [Lights](https://sms4smile.com/quotes/author/lights/) > [I started out dancing on a reality TV show, but always with the intention of making my way over to film. I transitioned into…](https://sms4smile.com/quotes/julianne-hough/i-started-out-dancing-on-a-reality-tv-show-but-always-with-the/) [Julianne Hough](https://sms4smile.com/quotes/author/julianne-hough/) > [I am confident when I take the penalty otherwise I would pass for somebody else.](https://sms4smile.com/quotes/bruno-fernandes/i-am-confident-when-i-take-the-penalty-otherwise-i-would-pass-for/) [Bruno Fernandes](https://sms4smile.com/quotes/author/bruno-fernandes/) > [I was just confident my work was good.](https://sms4smile.com/quotes/bunny-yeager/i-was-just-confident-my-work-was-good/) [Bunny Yeager](https://sms4smile.com/quotes/author/bunny-yeager/) > [The CIA has concluded in a secret assessment that Russia intervened in the 2016 election to help Donald Trump win the presidency rather than…](https://sms4smile.com/quotes/rachel-maddow/the-cia-has-concluded-in-a-secret-assessment-that-russia-intervened/) [Rachel Maddow](https://sms4smile.com/quotes/author/rachel-maddow/) ## More by Peter Watts > [People aren't rational. We're not thinking machines, we're - we're feeling machines that happen to think.](https://sms4smile.com/quotes/peter-watts/people-aren-t-rational-we-re-not-thinking-machines-we-re-we-re/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [“You are all sleepwalkers, whether climbing creative peaks or slogging through some mundane routine for the thousandth time. You are all sleepwalkers.”](https://sms4smile.com/quotes/peter-watts/you-are-all-sleepwalkers-whether-climbing-creative-peaks-or-slogging/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [“Evolution has no foresight. Complex machinery develops its own agendas. Brains — cheat. Feedback loops evolve to promote stable heartbeats and then stumble upon…](https://sms4smile.com/quotes/peter-watts/evolution-has-no-foresight-complex-machinery-develops-its-own-agendas/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [“The Zodiac had rearranged itself into a precise grid of bright points with luminous tails. It was as though the whole planet had been…](https://sms4smile.com/quotes/peter-watts/the-zodiac-had-rearranged-itself-into-a-precise-grid-of-bright-points/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [There's no such things as survival of the fittest. Survival of the most adequate, maybe. It doesn't matter whether a solution's optimal. All that…](https://sms4smile.com/quotes/peter-watts/there-s-no-such-things-as-survival-of-the-fittest-survival-of-the/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [“So much anger in here. So much hate. So much to take out on someone. This time it's going to count. She's adrift in…](https://sms4smile.com/quotes/peter-watts/so-much-anger-in-here-so-much-hate-so-much-to-take-out-on-someone/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [The most altruistic and sustainable philosophies fail before the brute brain stem imperative of self-interest.](https://sms4smile.com/quotes/peter-watts/the-most-altruistic-and-sustainable-philosophies-fail-before-the/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [“I brought her flowers one dusky Tuesday evening when the light was perfect. I pointed out the irony of that romantic old tradition— the…](https://sms4smile.com/quotes/peter-watts/i-brought-her-flowers-one-dusky-tuesday-evening-when-the-light-was/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [“Ludzie naprawdę nie walczą o odcień skóry czy ideologię – to tylko wygodne wskazówki do identyfikacji „swoich”. Wyszystko zawsze sprowadza się do więzów krwi…](https://sms4smile.com/quotes/peter-watts/ludzie-naprawd-nie-walcz-o-odcie-sk-ry-czy-ideologi-to-tylko-wygodne/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [I really wanted to talk to her. I just couldn't find an algorithm that fit.](https://sms4smile.com/quotes/peter-watts/i-really-wanted-to-talk-to-her-i-just-couldn-t-find-an-algorithm-that/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [“I know your race and mine are never on the best of terms." There was a cold smile in his voice if not on…](https://sms4smile.com/quotes/peter-watts/i-know-your-race-and-mine-are-never-on-the-best-of-terms-there-was-a/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [If believing absurd falsehoods increase the odds of getting laid or avoiding predators, your brain will believe those falsehoods with all its metaphorical little…](https://sms4smile.com/quotes/peter-watts/if-believing-absurd-falsehoods-increase-the-odds-of-getting-laid-or/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [We are not thinking machines.](https://sms4smile.com/quotes/peter-watts/we-are-not-thinking-machines/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [“The math was irrefutable: The one winning strategy was concealment. Only fools revealed their birthdays.”](https://sms4smile.com/quotes/peter-watts/the-math-was-irrefutable-the-one-winning-strategy-was-concealment/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) > [“Hey, chaotic trajectories are just as deterministic as any other kind.”](https://sms4smile.com/quotes/peter-watts/hey-chaotic-trajectories-are-just-as-deterministic-as-any-other-kind/) [Peter Watts](https://sms4smile.com/quotes/author/peter-watts/) [Explore all 112 Peter Watts quotes ](https://sms4smile.com/quotes/author/peter-watts/) ## More Confidence quotes > [The CIA has concluded in a secret assessment that Russia intervened in the 2016 election to help Donald Trump win the presidency rather than…](https://sms4smile.com/quotes/rachel-maddow/the-cia-has-concluded-in-a-secret-assessment-that-russia-intervened/) [Rachel Maddow](https://sms4smile.com/quotes/author/rachel-maddow/) > [I was just confident my work was good.](https://sms4smile.com/quotes/bunny-yeager/i-was-just-confident-my-work-was-good/) [Bunny Yeager](https://sms4smile.com/quotes/author/bunny-yeager/) > [I am confident when I take the penalty otherwise I would pass for somebody else.](https://sms4smile.com/quotes/bruno-fernandes/i-am-confident-when-i-take-the-penalty-otherwise-i-would-pass-for/) [Bruno Fernandes](https://sms4smile.com/quotes/author/bruno-fernandes/) > [I started out dancing on a reality TV show, but always with the intention of making my way over to film. I transitioned into…](https://sms4smile.com/quotes/julianne-hough/i-started-out-dancing-on-a-reality-tv-show-but-always-with-the/) [Julianne Hough](https://sms4smile.com/quotes/author/julianne-hough/) > [One of the ways that I discovered my confidence and my ability to overpower is becoming a mother. Suddenly, my world wasn't about myself…](https://sms4smile.com/quotes/lights/one-of-the-ways-that-i-discovered-my-confidence-and-my-ability-to/) [Lights](https://sms4smile.com/quotes/author/lights/) > [My friend made me a leather dress for the MTV awards. It gives you confidence, wearing something you love.](https://sms4smile.com/quotes/cat-deeley/my-friend-made-me-a-leather-dress-for-the-mtv-awards-it-gives-you/) [Cat Deeley](https://sms4smile.com/quotes/author/cat-deeley/) > [Confidence comes from cutting yourself some slack.](https://sms4smile.com/quotes/tess-daly/confidence-comes-from-cutting-yourself-some-slack/) [Tess Daly](https://sms4smile.com/quotes/author/tess-daly/) > [I would rather regret the things that I have done than the things that I have not.](https://sms4smile.com/quotes/lucille-ball/i-would-rather-regret-the-things-that-i-have-done-than-the-things/) [Lucille Ball](https://sms4smile.com/quotes/author/lucille-ball/) > [You want to remain hungry and stay in a good place as a competitor; at the same time, you want to be confident but…](https://sms4smile.com/quotes/lamar-odom/you-want-to-remain-hungry-and-stay-in-a-good-place-as-a-competitor-at/) [Lamar Odom](https://sms4smile.com/quotes/author/lamar-odom/) > [Get to know yourself well enough to not only expect, but also control, your response to the unexpected challenges in life.](https://sms4smile.com/quotes/senoraroy/get-to-know-yourself-well-enough-to-not-only-expect-but-also-control/) [Senoraroy](https://sms4smile.com/quotes/author/senoraroy/) > [The four Cs of making dreams come true: Curiosity, Courage, Consistency, Confidence.](https://sms4smile.com/quotes/walt-disney/the-four-cs-of-making-dreams-come-true-curiosity-courage-consistency/) [Walt Disney](https://sms4smile.com/quotes/author/walt-disney/) > [I look for someone who has confidence. Also someone whose energetic, cause I'm NOT that energetic.](https://sms4smile.com/quotes/nick-jonas/i-look-for-someone-who-has-confidence-also-someone-whose-energetic/) [Nick Jonas](https://sms4smile.com/quotes/author/nick-jonas/) > [Why shouldn't I be confident? I'm well educated, I can deliver a line, and I have more than three expressions. That's good right?](https://sms4smile.com/quotes/sonakshi-sinha/why-shouldn-t-i-be-confident-i-m-well-educated-i-can-deliver-a-line/) [Sonakshi Sinha](https://sms4smile.com/quotes/author/sonakshi-sinha/) > [I was very confident on the stage, and I stood out in a red gown.](https://sms4smile.com/quotes/nicole-johnson/i-was-very-confident-on-the-stage-and-i-stood-out-in-a-red-gown/) [Nicole Johnson](https://sms4smile.com/quotes/author/nicole-johnson/) > [If you go to any nunnery and ask them what the main obstacle is, they'll always say low self-esteem and lack of confidence. It…](https://sms4smile.com/quotes/tenzin-palmo/if-you-go-to-any-nunnery-and-ask-them-what-the-main-obstacle-is-they/) [Tenzin Palmo](https://sms4smile.com/quotes/author/tenzin-palmo/) [Browse all 11,290 Confidence quotes ](https://sms4smile.com/quotes/about/confidence/) ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Quotation", "text": "“Failure to converge. Confidence limits exceeded. 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