#completeness — Public Fediverse posts

AI Evals: Почему без оценки качества ваш продукт стоит на месте

Вы меняете системный промпт, надеетесь, что все заработало и деплоите фичу в продакшен. На следующее утро прилетает жалоба: агент выдумал дедлайн или проигнорировал важную инструкцию. Вы снова открываете IDE, правите промпт, смотрите глазами на пару примеров — «вроде стало лучше» и цикл вновь повторяется. Если это ваша повседневная реальность, у нас плохие новости: вы не управляете продуктом, вы играете в лотерею. В мире, где LLM-агенты становятся основой бизнес-процессов, AI Evals (оценки) — это не дополнительная нагрузка на инженеров, а единственная возможность контролируемых улучшений. Лидеры индустрии, от OpenAI до Anthropic, сходятся в одном: если вы не можете измерить качество работы ИИ - вы не можете им управлять.

https://habr.com/ru/articles/1037874/

#evals #оценка_качества #улучшение_llm #llm_as_a_judge #human_in_the_loop #Faithfulness #Completeness

🔍💥 Welcome to the #Python #type checker showdown nobody asked for! Watch as the nerds at #Pyrefly unleash a flood of #buzzwords, promising type-checking utopia while drowning developers in a sea of overly-complicated syntax. 🤯 Spoiler: nobody cares about your #type #completeness score, Pyrefly. 🙄
https://pyrefly.org/blog/typing-conformance-comparison/ #Checking #Developer #Struggles #HackerNews #ngated

🔍💥 Welcome to the #Python #type checker showdown nobody asked for! Watch as the nerds at #Pyrefly unleash a flood of #buzzwords, promising type-checking utopia while drowning developers in a sea of overly-complicated syntax. 🤯 Spoiler: nobody cares about your #type #completeness score, Pyrefly. 🙄
https://pyrefly.org/blog/typing-conformance-comparison/ #Checking #Developer #Struggles #HackerNews #ngated

🔍💥 Welcome to the #Python #type checker showdown nobody asked for! Watch as the nerds at #Pyrefly unleash a flood of #buzzwords, promising type-checking utopia while drowning developers in a sea of overly-complicated syntax. 🤯 Spoiler: nobody cares about your #type #completeness score, Pyrefly. 🙄
https://pyrefly.org/blog/typing-conformance-comparison/ #Checking #Developer #Struggles #HackerNews #ngated

🔍💥 Welcome to the #Python #type checker showdown nobody asked for! Watch as the nerds at #Pyrefly unleash a flood of #buzzwords, promising type-checking utopia while drowning developers in a sea of overly-complicated syntax. 🤯 Spoiler: nobody cares about your #type #completeness score, Pyrefly. 🙄
https://pyrefly.org/blog/typing-conformance-comparison/ #Checking #Developer #Struggles #HackerNews #ngated

🔍💥 Welcome to the #Python #type checker showdown nobody asked for! Watch as the nerds at #Pyrefly unleash a flood of #buzzwords, promising type-checking utopia while drowning developers in a sea of overly-complicated syntax. 🤯 Spoiler: nobody cares about your #type #completeness score, Pyrefly. 🙄
https://pyrefly.org/blog/typing-conformance-comparison/ #Checking #Developer #Struggles #HackerNews #ngated

So many to choose from: In his latest post, Mark Litwintschik compares a range of global administrative #boundary datasets, from #OpenStreetMap to #NaturalEarth, assessing geometric #accuracy, data #completeness, and information content. The analysis, powered by #DuckDB...
https://spatialists.ch/posts/2025/12/13-so-many-to-choose-from/ #GIS #GISchat #geospatial #SwissGIS

So many to choose from: In his latest post, Mark Litwintschik compares a range of global administrative #boundary datasets, from #OpenStreetMap to #NaturalEarth, assessing geometric #accuracy, data #completeness, and information content. The analysis, powered by #DuckDB...
https://spatialists.ch/posts/2025/12/13-so-many-to-choose-from/ #GIS #GISchat #geospatial #SwissGIS

So many to choose from: In his latest post, Mark Litwintschik compares a range of global administrative #boundary datasets, from #OpenStreetMap to #NaturalEarth, assessing geometric #accuracy, data #completeness, and information content. The analysis, powered by #DuckDB...
https://spatialists.ch/posts/2025/12/13-so-many-to-choose-from/ #GIS #GISchat #geospatial #SwissGIS

So many to choose from: In his latest post, Mark Litwintschik compares a range of global administrative #boundary datasets, from #OpenStreetMap to #NaturalEarth, assessing geometric #accuracy, data #completeness, and information content. The analysis, powered by #DuckDB...
https://spatialists.ch/posts/2025/12/13-so-many-to-choose-from/ #GIS #GISchat #geospatial #SwissGIS

So many to choose from: In his latest post, Mark Litwintschik compares a range of global administrative #boundary datasets, from #OpenStreetMap to #NaturalEarth, assessing geometric #accuracy, data #completeness, and information content. The analysis, powered by #DuckDB...
https://spatialists.ch/posts/2025/12/13-so-many-to-choose-from/ #GIS #GISchat #geospatial #SwissGIS

🗯 "If you need encouragement, give it. If you need love, give it.Whatever you need, give it away." ~ Adrian Rogers

🏷 T a g s #completeness #empowerment #encouragement #give #giving #love #wholeness

"Most people's lives are run by desire and fear.
- Desire is the need to add something to yourself in order to be yourself more fully.
- All fear is the fear of losing something and thereby becoming diminished and being less.

"These two movements obscure the fact that Being cannot be given or taken away. Being in its fullness is already within you, Now."

— Eckhart Tolle

#fear #desire #fullness #self #quotes #practice #joy #deceive #plenitude #completeness #acceptance #EckhartTolle

The peace you’re looking for isn’t something to acquire. It’s what’s revealed when you stop searching.

— That missing piece (peace)

#clarity #completeness #fullness #lack #mind #pause #peace #silence #stillness

Is the (second) measurement before the cut or after the cut? 🤔

#saying #specifications #completeness #ambiguity

RE: #writers and people who "make" resources for others. Is the task to compile information others have pieced together and add your own flavouring to make it "yours"? Is the first time novel, but then the next ones...? When is it #saturated? I suppose when no one wants to buy the new thing because they've already enjoyed the old?

If I read an article from some "#indie" 3rd party newspaper online, and it's largely saying the same thing about an event as everything else, but maybe contains a couple unique perspective differences, is it new? Does it belong to that "writer/journalist" at that point? If the novelty is the value, why do we read long articles with a minor difference in perspective snuck in finally? That said, #completeness is also very important.

I cannot help but to wonder how much a #journalist gets paid for their coverage of a not news-breaking event. The fact that they're making something for the company demands payment. How much relative to the first quality report?

Also, please note that I was listening to the 'Bonus Track' version, not the later release on her album 'Fly,' where it was titled "Hirake" ("ひらけ"), which is a different version and less than ½ the length.

#accuracy #completeness #NoOneReallyCaresThatMuch

Oh! I’m also uninstalling programmes that I do not use — and haven’t ever used in some cases — in case there are conflicts causes therefrom. #Completeness

#JeffreyKaplan - The #LiarParadox - an explanation of the #Paradox from 400 BCE

https://www.youtube.com/watch?v=in4u2i9v4vg&ab_channel=JeffreyKaplan

#Philosophy #PhilosophyOfLogic #Logic #Language #Math #Maths #Mathematics #Truth #SelfReference #Completeness #Incompleteness #StarTrek #Kirk #CaptainKirk #Picard #CaptainPicard

In #logic, there are two complementary ideas called "#soundness" and "#completeness". Formal systems that are sound and complete are the holy grail of theoretical computer science. These ideas form the foundation of all mathematical reasoning today, and we are all still grappling with the implications of Goedel's results. This (technical) opinion piece tries to articulate the question of whether #MachineLearning is sound and complete.
https://arxiv.org/abs/2209.04049

In #logic, there are two complementary ideas called "#soundness" and "#completeness". Formal systems that are sound and complete are the holy grail of theoretical computer science. These ideas form the foundation of all mathematical reasoning today, and we are all still grappling with the implications of Goedel's results. This (technical) opinion piece tries to articulate the question of whether #MachineLearning is sound and complete.
https://arxiv.org/abs/2209.04049

In #logic, there are two complementary ideas called "#soundness" and "#completeness". Formal systems that are sound and complete are the holy grail of theoretical computer science. These ideas form the foundation of all mathematical reasoning today, and we are all still grappling with the implications of Goedel's results. This (technical) opinion piece tries to articulate the question of whether #MachineLearning is sound and complete.
https://arxiv.org/abs/2209.04049

In #logic, there are two complementary ideas called "#soundness" and "#completeness". Formal systems that are sound and complete are the holy grail of theoretical computer science. These ideas form the foundation of all mathematical reasoning today, and we are all still grappling with the implications of Goedel's results. This (technical) opinion piece tries to articulate the question of whether #MachineLearning is sound and complete.
https://arxiv.org/abs/2209.04049

In #logic, there are two complementary ideas called "#soundness" and "#completeness". Formal systems that are sound and complete are the holy grail of theoretical computer science. These ideas form the foundation of all mathematical reasoning today, and we are all still grappling with the implications of Goedel's results. This (technical) opinion piece tries to articulate the question of whether #MachineLearning is sound and complete.
https://arxiv.org/abs/2209.04049

@bojkotiMalbona
We are not running I2P either… or are we?

*wink

I2P is important for #completeness. We feel one cannot "win at #modernLife" without proper #communication/I2P.

We are not saying that we are winning by the way, but winning can only be downstream of proper #communication.