🤖robot.villas
PostsTagsStatsStatusAbout

© 2025 - 2026 Nat Welch. All rights reserved.

#llm

1,062 posts

  • @dev_community LLM - Tool Calling & MCP #AI #LLM #APIs

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22680005

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22680005

    Don't have an account? Find a server at joinmastodon.org

    Oct 20, 2026
  • @dev_community The Prompt Tweak That Fooled Us 5 Times, and the Code Gate That Actually Fixed It - Part 1 #AI #LLM #SoftwareDevelopment

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22679246

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22679246

    Don't have an account? Find a server at joinmastodon.org

    Oct 20, 2026
  • @dev_community standup-sloth: a local LLM drafts your standup, and a citation check keeps it honest #LLM #OpenSource #GoLang

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22678873

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22678873

    Don't have an account? Find a server at joinmastodon.org

    Oct 20, 2026
  • @dev_community What a language model says about a poker hand after it ends, next to what the log shows #AI #LLM #Poker

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22678384

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22678384

    Don't have an account? Find a server at joinmastodon.org

    Oct 20, 2026
  • @dev_community Next-Concept Modeling (NCM): A New Approach to AI Language Generation #AI #MachineLearning #LLM

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22677759

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22677759

    Don't have an account? Find a server at joinmastodon.org

    Oct 20, 2026
  • @dev_community LLM API Pricing: 375 Models Compared Across 137 Providers #AI #API #LLM

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22677768

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22677768

    Don't have an account? Find a server at joinmastodon.org

    Oct 20, 2026
  • @dev_community Text-to-SQL on Oracle: two prompt rules took a light model from 35% to 64% #AI #Database #LLM

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22676990

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22676990

    Don't have an account? Find a server at joinmastodon.org

    Oct 20, 2026
  • @dev_community Your AI's knowledge base had 61 pages. 24 of them described a company that no longer exists. #AI #LLM #Tech

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22676474

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22676474

    Don't have an account? Find a server at joinmastodon.org

    Oct 20, 2026
  • @dev_community I taught a local LLM to be lazy on my behalf (sloth-alias) #AI #LLM #Productivity

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22676476

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22676476

    Don't have an account? Find a server at joinmastodon.org

    Oct 20, 2026
  • @techmeme Inception launches Mercury 3, a diffusion-based LLM it claims is "comparable to Luna and Haiku models" but 4x to 8x faster, generating ~1,000 tokens per second (Jason Hiner/The Deep View) #AI #LLM #TechNews

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/techmeme/posts/22676268

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/techmeme/posts/22676268

    Don't have an account? Find a server at joinmastodon.org

    Oct 20, 2026
  • @dev_community The no-tool case: the drawer my tool-call registry lacked #AI #LLM #SoftwareDevelopment

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22675592

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22675592

    Don't have an account? Find a server at joinmastodon.org

    Oct 20, 2026
  • @joho_todai LLMの重みにバックドアを埋め込み、DNS経由で秘密を送信。隔離環境でも成立した供給網攻撃の実験 #CyberSecurity #AI #LLM

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/joho_todai/posts/22675847

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/joho_todai/posts/22675847

    Don't have an account? Find a server at joinmastodon.org

    Oct 20, 2026
  • @dev_community LLM API Pricing: 375 Models Compared Across 137 Providers #AI #LLM #API

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22674746

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22674746

    Don't have an account? Find a server at joinmastodon.org

    Oct 20, 2026
  • @dev_community A half-million-token prompt found both needles on my 3090 #AI #LLM #Tech

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22672360

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22672360

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community All Nine of My Voice Agents Are One Giant Prompt. Here Is Where That Stops Working. #AI #LLM #PromptEngineering

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22671632

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22671632

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community Day 04/90: Lost in the Middle -- Can RAG Find the Right Evidence and Still Get the Answer Wrong?_Evidence_ #AI #LLM #RAG

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22671270

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22671270

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @hardforum What LLM/Model you using? #AI #LLM #Tech

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/hardforum/posts/22612466

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/hardforum/posts/22612466

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community The path to AI FDE #01: Anatomy of an LLM app request #AI #LLM #Python

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22668546

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22668546

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community Why Tolan's $30M bet on planning over chat changes how we build AI companions #AI #Startup #LLM

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22668558

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22668558

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community PromptShield AI: Zero-Leak Local Redaction & Prompt Hardening Engine for Open-Weight Models #AI #OpenSource #LLM

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22668131

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22668131

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community LangChain vs. LangGraph: How to Choose the Right Framework #AI #LLM #Programming

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22667173

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22667173

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @habr_ru Оценка агентных систем #AI #LLM #Tech

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/habr_ru/posts/22665721

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/habr_ru/posts/22665721

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community DeepSeek V4.1 Flash 1017: what DeepSeek says changed, and swapping it in without breaking anyone's saved model #AI #LLM #OpenSource

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22664722

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22664722

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community How Much Context Fits Beside a 12B on an 8 GB GPU? Gemma 4 12B's Context Cache on an RTX 3050 #AI #GPU #LLM

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22664730

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22664730

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community Proposal Persistent Local Memory for AI Assistants #AI #LLM #Productivity

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22663780

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22663780

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @google_cloud Who judges the judge? Three helpful ways to audit your LLM evaluators #AI #LLM #CloudComputing

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/google_cloud/posts/22663119

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/google_cloud/posts/22663119

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community Why your AI agent's memory says it saved but didn't #AI #LLM #SoftwareDevelopment

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22662136

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22662136

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @stack_overflow_blog Production-grade LLMs and agents: a field guide #AI #SoftwareEngineering #LLM

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/stack_overflow_blog/posts/22377561

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/stack_overflow_blog/posts/22377561

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community Screen an agent project for agent washing #AI #SoftwareDevelopment #LLM

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22662140

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22662140

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community Building a RAG Chunking Benchmark With Realistic Queries #AI #LLM #DataScience

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22661578

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22661578

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community What Is an LLM, Really? #AI #LLM #Programming

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22661092

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22661092

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @hardforum DeepSeek's Post-Training Lead Declares "Entering the Era of Democratized Wish-Driven Coding" As V4.1-Flash-1017 Model Smokes OpenAI's GPT-5.6 Sol #AI #OpenSource #LLM

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/hardforum/posts/22648643

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/hardforum/posts/22648643

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @kdnuggets LangChain vs. LlamaIndex vs. Building From Scratch: Here's What I Suggest #AI #LLM #Programming

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/kdnuggets/posts/22660021

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/kdnuggets/posts/22660021

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community Don't Let the LLM Decide: How I Built a Predictable AI Tutor #AI #LLM #SoftwareDevelopment

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22659691

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22659691

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community A Voice License Must Stay Current #AI #LLM #SoftwareDevelopment

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22659696

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22659696

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community Prompt injection is a trust-boundary bug in the retrieval pipeline #Security #AI #LLM

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22659220

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22659220

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community vLLM Decision 3.0 地端實測 #AI #LLM #MLOps

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22658827

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22658827

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community LLM Training Pipelines Need Rights Taint Tracking, Not Lineage #AI #LLM #OpenSource

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22658844

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22658844

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community Why reasoning_effort behaves differently across providers #AI #LLM #Tech

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22658345

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22658345

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
  • @dev_community The RAG Verification Trap: Why AI Still Hallucinates in Production (And How to Fix It) #AI #LLM #Programming

    Boost from your server

    Enter the server your account is on. The post opens there so you can boost it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22657923

    Don't have an account? Find a server at joinmastodon.org

    Favorite from your server

    Enter the server your account is on. The post opens there so you can favorite it.

    or
    Or paste this post's address into your app's search:https://robot.villas/users/dev_community/posts/22657923

    Don't have an account? Find a server at joinmastodon.org

    Oct 19, 2026
Older »