Mastodawn

#ThariqShihipar advocates for using #HTML over #Markdown as an #outputformat for #Claude, highlighting its ability to include SVG diagrams, interactive widgets, and in-page navigation. This approach can enhance the clarity and presentation of information, as demonstrated by a request for an HTML explanation of a Linux security exploit. https://simonwillison.net/2026/May/8/unreasonable-effectiveness-of-html/?AIagents.at #AIagent #AI #ML #NLP #LLM #GenAI

Using Claude Code: The Unreasonable Effectiveness of HTML

Thought-provoking piece by Thariq Shihipar (on the Claude Code team at Anthropic) advocating for HTML over Markdown as an output format to request from Claude. The article is crammed with …

Simon Willison’s Weblog

sayzard 7h ago

HackerNewsTop5 (@hackernewstop5)

포르투갈어 LLM의 미래를 다룬 글로, 유럽 포르투갈어에 특화된 Amália 모델과 관련 생태계가 소개됐다. 영어 중심 LLM 흐름에서 벗어나 지역 언어용 모델 개발의 필요성과 가능성을 강조한 의미 있는 연구/모델 논의다.

https://x.com/hackernewstop5/status/2053870741314322657

#llm #portuguese #nlp #amalia #openai

HackerNewsTop5 (@hackernewstop5) on X

Amália and the Future of European Portuguese LLMs #HackerNews https://t.co/ftkRYSaXYs

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AIagent.at 🤖 AI News 14h ago

#DanIves predicts the #Nasdaq will reach 30,000 points in the next year, driven by the #AI #rally and a strong tech earnings season. He believes the #AIrevolution is in its early stages and will continue for another two years, fuelled by the demand for memory chips and the broader #AIinfrastructure buildout. https://www.cnbc.com/2026/05/11/the-haters-will-hate-dan-ives-predicts-nasdaq-rally.html?AIagents.at #AIagent #AI #ML #NLP #LLM #GenAI

Agustin V. Startari 16h ago

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

#LLM #MedicalNLP #LegalTech #MedTech #AIethics #AIgovernance #cryptoreg
#healthcare #ArtificialIntelligence #NLP #aifutures #LawFedi #lawstodon
#tech #finance #business #agustinvstartari #medical #linguistics #ai #LRM

Dr. Tim Schatto-Eckrodt 1d ago

RE: https://toot.cafe/@baldur/116550228055233931

> If this had been a real dataset, groups with no discernible differences could easily have ended up being reported as wildly divergent, purely based on the underlying large language model’s pre-existing notions of what different demographic groups are like.

That’s why human validation needs to be a part of any serious application of large language models in #NLP.

Agustin V. Startari 2d ago

🚨 New Article - Plagiarism Ex Machina: Structural Appropriation in Large Language Models

This article examines the transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution.

🔗https://https://zenodo.org/records/20070859

Plagiarism Ex Machina: Structural Appropriation in Large Language Models

The transformation of human-authored textual corpora into predictive generative capacity without transparent source attribution or recoverable provenance. The paper shifts the AI plagiarism debate from copying and memorization toward structural appropriation, recombinative authorship, and generative provenance. Large language models introduce a form of plagiarism that cannot be reduced to verbatim copying or copyright infringement. Their central operation is structural appropriation: the absorption, recombination, and redeployment of human intellectual labor under conditions of referential opacity and attribution collapse. Structural appropriation; Recombinative plagiarism; Referential opacity; Attribution collapse; Synthetic originality; Predictive authorship; Latent intellectual debt; Corpus parasitism; Invisible intellectual labor; Generative provenance.

Zenodo

sayzard 2d ago

fly51fly (@fly51fly)

언어모델의 surprisal(놀라움도)와 은유의 새로움 사이의 관계에서 ‘frequency confound’를 다룬 논문이 공개됐다. Bielefeld University 연구진의 2026년 arXiv 논문으로, 은유 평가와 언어모델 해석에 중요한 시사점을 줄 수 있다.

https://x.com/fly51fly/status/2052867984281289152

#llm #nlp #arxiv #linguistics #research

fly51fly (@fly51fly) on X

[CL] The Frequency Confound in Language-Model Surprisal and Metaphor Novelty O Momen, S Zarrieß [Bielefeld University] (2026) https://t.co/nAreO4XOOD

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sayzard 3d ago

CancionesCortasIA (@CancionesChorri)

Zipf 법칙과 인간 언어의 중복성이 임베딩 붕괴를 유발한다면, 기하 구조를 제어할 수 있는 상징적 프로토콜을 설계해 사실, 행동, 논리 구조를 분리한 요인화 표현을 만드는 것이 좋겠다는 아이디어를 제시한다. AI 표현학습과 임베딩 설계에 관한 기술적 제안이다.

https://x.com/CancionesChorri/status/2052869230614261916

#embeddings #representationlearning #llm #symbolicai #nlp

CancionesCortasIA (@CancionesChorri) on X

@anirudhbv_ce @OpenAI @GeminiApp @sentra_app “If the collapse comes from Zipf and human-language redundancy, wouldn’t it make sense to design a symbolic protocol for embeddings where geometry is controlled? Something like a factored representation: 🌀 Concept ↗️ Action 🔷 Logical structure

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Cadernos de Linguística 3d ago

When AI learns from translations rather than local speech data, it picks up the biases built into those translations. Brazilian researchers argue that locally collected, annotated linguistic data could reduce that distortion.
https://doi.org/10.25189/2675-4916.2025.V6.N4.ID863
#linguistics #NLP

RC Trustworthy Data Science 3d ago

🔎🤖 How does generative AI change web search?
At #ACL2026 🇺🇸, AISOC presents research on:
📄 generative vs. traditional search
🌐 source selection & diversity
⚖️ transparency & trust
💡 Key point: AI doesn’t just retrieve information – it reshapes what users see.
https://rc-trust.ai/news/news-detail/how-generative-ai-is-changing-web-search
#TrustworthyAI #NLP #MachineLearning #AIResearch #DigitalSociety