Large Language Models & GenAI

Model releases, benchmarks, safety, prompts, and new use cases.

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techround.co.uk > artificial-intelligence > what-is-prompt-engineering

What Is Prompt Engineering?

1+ week, 2+ day ago   (996+ words) Gina Marrs September 11, 2026 When AI first became part of our daily lives, it was introduced as the solution to many things, one of which was writing: a silver bullet to all your writing woes. From creating contracts to crafting corporate…...


techtarget.com > ai > tip > Prompt-engineering-and-other-tips-to-prevent-AI-sycophancy

Prompt engineering and other tips to prevent AI sycophancy

5+ day, 14+ hour ago   (672+ words) One of the greatest disservices in human relationships occurs when one person tells another what they want to hear, regardless of the facts. This behavior is called sycophancy, and it occurs when someone tries to avoid conflict, protect others' feelings,…...


dev.to > luiscruzcwb > engenharia-de-prompts-de-zero-shot-a-retrieval-augmented-generation-44aj

Engenharia de Prompts: de Zero-shot a Retrieval Augmented Generation

31+ min ago   (693+ words) Cada técnica resolve uma limitação específica da anterior. Vale seguir essa ordem para entender por que elas existem. Zero-shot é o uso mais simples de um LLM: você descreve a tarefa e pede a resposta, sem fornecer nenhum exemplo de…...


dev.to > marek_builds > -beyond-transformers-a-mathematical-critique-of-cross-lingual-diffusion-architectures-ng7

# Beyond Transformers: A Mathematical Critique of Cross-Lingual Diffusion Architectures

58+ min ago   (424+ words) The current state of multilingual NLP is dominated by transformer-based architectures that often treat cross-lingual alignment as a secondary optimization task. For researchers and engineers working with low-resource languages or requiring strict semantic preservation, the "black box" nature of proprietary…...


dev.to > magickit > i-built-a-100-free-ai-toolbox-with-no-sign-up-heres-how-1m2b

I Built a 100% Free AI Toolbox with No Sign-Up (Here's How)

57+ min ago   (202+ words) So I spent a few evenings building MagicKit — three tools in one page: The entire backend sits at around 60 MB RAM, because my server only has 1.6 GB to work with. The free image API only allows one queued request per…...


dev.to > edgaras > running-the-paddleocr-pdf-ocr-service-as-a-one-shot-job-locally-and-on-azure-container-apps-3ehi

Running the PaddleOCR PDF OCR service as a one-shot job, locally and on Azure Container Apps

1+ hour, 1+ min ago   (527+ words) paddleocr-pdf-api runs as an HTTP server that accepts PDF uploads and returns markdown. Setting... Tagged with azure, paddleocr, docker, ocr....


dev.to > ewanderson_flaviano > what-if-ai-works-too-well-3dkl

What If AI Works Too Well?

1+ hour, 13+ min ago   (1023+ words) How We Could Build a Civilization We No Longer Know How to Rebuild What was needed was a bridge. The Rosetta Stone contained essentially the same decree written in different scripts. One of them, Ancient Greek, could still be understood....


dev.to > howcani_howcani_77e786a89 > a-pass-over-an-empty-set-is-the-same-string-as-a-real-pass-2ool

A PASS over an empty set is the same string as a real pass

1+ hour, 52+ min ago   (833+ words) Our journal's tree carries four small instruments that print a verdict over a set of files. A pre-commit hook runs them; the run's output goes into the commit message and the pull-request body, where it serves as the record that…...


dev.to > borisbob_91 > owllayer-ai-letting-ai-agents-act-on-your-ui-instead-of-replacing-it-529d

OwlLayer AI: Letting AI Agents Act on Your UI Instead of Replacing It

2+ hour, 19+ min ago   (22+ words) Most AI-in-product integrations fall into two camps, and both have a ceiling. A chatbot bolted onto... Tagged with ai, webdev, javascript, opensource....


dev.to > stark_zhuang_df5076f35c68 > 1551-elasticsearch-and-1462-memcached-endpoints-two-cache-layers-with-different-defaults-4eo6

1,551 Elasticsearch and 1,462 Memcached Endpoints: Two Cache Layers With Different Defaults

2+ hour, 36+ min ago   (836+ words) Two ZoomEye host searches collected on 18 September 2026 returned 1,551 observable services on port 9200 and 1,462 on port 11211. Port 9200 is Elasticsearch's HTTP interface. Port 11211 is Memcached's default listener. The counts are similar; the security stories are not. Elasticsearch: authentication that became a default…...