“#AndrejKarpathy joined us at #AI #StartupSchool on June 17th (2025) with a clear message: #software is changing, again.

He sees a shift underway: we’ve entered the era of “Software 3.0,” where #M
#NaturalLanguage becomes the new #programming interface and #models do the rest. He explores what this shift means for #developers, #users, and the #design of #software itself— that we're not just using new #tools, but building a new kind of computer.”

#YCombinator / #VibeCoding / #WhiteCollar / #ZeroHourWork <https://youtube.com/watch?v=LCEmiRjPEtQ>

我們知道 Wikidata 的資料可以用 SPARQL 語法做出各種不同的查詢方式跟資料呈現方式，但是怎麼樣產出對應的 SPARQL 語法一直都是大家困擾的地方，社群與 Wikidata 團隊也不斷在降低 SPARQL 語法上面持續努力。

《Conversational Lexicography: Querying Lexicographic Data on Knowledge Graphs with SPARQL through Natural Language》這篇論文探討如何讓非專業使用者能夠透過自然語言查詢 Wikidata 中的 Lexeme Data，而不需要直接使用 SPARQL 查詢語言。
研究團隊建立了一個多維分類法，解析 Wikidata Lexeme 的複雜性，並創建了一個包含超過 120 萬筆自然語言與 SPARQL 查詢對應的模板數據集。他們測試了 GPT-2、Phi-1.5 和 GPT-3.5-Turbo，發現 GPT-3.5-Turbo 在泛化能力上表現最佳，顯示模型規模與多樣化預訓練對適應能力至關重要。然而，研究也指出，在處理多樣化語言數據與擴展至完整詞典知識表示方面仍有挑戰。

更多完整資訊可參閱論文頁面：https://www.arxiv.org/pdf/2505.19971

#Wikidata #維基資料 #維基數據
#SPQRQL #QueryService #lexeme
#NaturalLanguage #LexicographicData

Ah, yes, the revolutionary idea of "talking" to #APIs with natural language, because typing coherent sentences is clearly more efficient than clicking buttons. 🙄 Let's all pretend we're not just wrapping our laziness in a shiny new acronym: MCP! 🚀✨
https://usetexture.com/## #NaturalLanguage #MCP #Innovation #TechHumor #LazyTech #HackerNews #ngated

It’s Me, Hi. I’m the Vibe Coder. https://every.to/working-overtime/it-s-me-hi-i-m-the-vibe-coder #AI #building #NaturalLanguage #ProblemSolving

It’s Me, Hi. I’m the Vibe Coder. https://every.to/working-overtime/it-s-me-hi-i-m-the-vibe-coder #AI #building #NaturalLanguage #ProblemSolving

My latest: #AIagents that can take on whole tasks with a #naturallanguage prompt are now tied in with widely used #IDEs, including @Microsoft #VSCode and a #jetbrains free tier. #copilot #agentmode #GitHubCopilot

https://www.techtarget.com/searchsoftwarequality/news/366622962/JetBrains-GitHub-add-coding-agents-to-IDEs

[math] Where Does Meaning Live in a Sentence?
https://www.quantamagazine.org/where-does-meaning-live-in-a-sentence-math-might-tell-us-20250409/

Tai-Danae Bradley uses category theory to understand human and AI-generated language
https://scholar.google.com/citations?user=UotbaiIAAAAJ&hl=en

Mathematically Gifted & Black
https://en.wikipedia.org/wiki/Mathematically_Gifted_%26_Black

#mathematics #CategoryTheory #NaturalLanguage #NLP #linguistics #relationships #epistemology

🥳🎉 Oh, rejoice! Another AI tool promising to turn your mundane natural language into #SQL magic! 💫 Because, you know, writing "SELECT * FROM table" was *so* 2022. 🙄
https://query-gpt.com/ #AItools #NaturalLanguage #Transformation #TechInnovation #FutureOfWork #HackerNews #ngated

Query GPT: Transform Natural Language into SQL

https://query-gpt.com/

#HackerNews #QueryGPT #NaturalLanguage #SQLTransformation #TechInnovation #AI #Tools

Is there a cognate lookup that doesn’t rely on a base language? There are plenty of multilingual options that force you to select an input or output option. Are there any that search close-enough words (whether cognates or simply spelled similarly)?

@mattia I want to know if these exist too, this is a really, really good idea, to have one that combines all languages.

LLMs are the closest thing we have so far but the accuracy is very low. And really, a tool such as this should be no more complex than a spell checker, and so a lookup should only take up a tiny fraction of the amount of memory and compute power an LLM requires for local inference.

#language #NaturalLanguage #software #SoftwareEngineering

Google's finally catching up to Perplexity, ChatGPT and Claude.

#AI #GoogleGemini #Google #Multimodal #NaturalLanguage #NLP #Search

======

Google's AI Search Evolution: Reimagining How We Find Information
https://www.androidfaithful.com/googles-ai-search-evolution-reimagining-how-we-find-information/

---
Google's Gemini 2.0 uses advanced reasoning capabilities to understand context and provide more meaningful responses, with key improvements including enhanced performance, multimodal queries, faster response generation, and nuanced understanding of user intent.

https://volodymyrpavlyshyn.medium.com/ai-agents-need-agent-to-agent-protocols-to-excel-33b4dba890b5

#Agents need #protocols to move forward.

Why #naturallanguage is not enough

How to regulate #ai #networks with #protocols

How to make #interopable #tools and #memorysystems for #aiagents

“Potnia: a #Python library for converting ancient texts to #Unicode”. Aw yiss, this is the kind of #PyConAU presentation that I'm here for.

https://pypi.org/project/potnia/

#NaturalLanguage #Humanities #Linguistics

AI-Powered @github Spark lets you build apps using natural language
https://www.admin-magazine.com/News/AI-Powered-GitHub-Spark-Released-for-Creating-Micro-Apps
#GitHub #Spark #AI #OpenSource #NaturalLanguage #apps #FOSS #ArtificialIntelligence

So if the other side's representative is also an AI, we'll have 2 AIs talking to each other. This makes me wonder: Wouldn't human languages be inefficient for them? Why not simply just send a request to their API?
https://www.fastcompany.com/91112580/donotpay-now-profitable #ai #apis #consumerprotection #machinetomachine #naturallanguage

Firing up #Inform7 on my #Mac to write another #interactiveFiction #game. Getting stuck into the prologue. This will be a much bigger game than I've written before, including 7 main sections in the #code. It is going to take some time. So best get on with it sooner rather than later! Excited to be back #coding. There's something magical about using this #declarative / #naturalLanguage / #objectOriented #programming language and IDE. #GameDev #IndieGame #TextGames #Parser #TextAdventure #Inform

Google Cloud Natural Language Standalone Hello World Example

https://happycoding.io/tutorials/google-cloud/natural-language/natural-language-hello-world-standalone

#tutorial #googlecloud #naturallanguage #example #java

As one of those that is quite likely to use the word delve in both the original archaic sense of tilling the soil and the more current general sense of doing work and research in some detail, I'm more than a little indignant that its overuse by Openai generators is likely to cast doubt upon my own legitimate vocabulary.

And yes spelt is the past tense of the verb to spell. And yes this is serious.

#NaturalLanguage

Today on hashtag#MapScaping: our very own Jason Gilman dives into the world of #NaturalLanguage Geocoding and discusses the future of ML and AI in geospatial.

We're a little biased, but as far as we're concerned this is a must listen! Check it out, and get in touch with any questions you have for Jason and our team.

Full podcast: https://mapscaping.com/podcast/natural-language-geocoding/

You can read more about our work on natural language geocoding (and beyond) anytime on our blog: https://lnkd.in/drsyDSGV

Google Cloud Natural Language Web App Hello World Example

https://happycoding.io/tutorials/google-cloud/natural-language/natural-language-hello-world-webapp

#tutorial #googlecloud #naturallanguage #example #java #appengine #sentimentanalysis