#llm · cloud.killer

@tokenmargin.dev network 1d

3/ Run your own DAU, prompt cache hit rate (0-95%), and LiteLLM fallback router simulation on our live comparison page:
https://tokenmargin.dev/compare/gpt-4-1-vs-deepseek-chat-v3-0324.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

@tokenmargin.dev network 1d

GPT-4.1 (1M Context Frontier) vs DeepSeek V3 (0324): Which LLM API actually protects your SaaS gross margin at 10,000 DAU?

Here is the live 2026 token math across input, output & prompt caching: 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

@victormachiavelli.bsky.social network 1d

Built an AI astrologer and it kept confidently inventing aspects that weren't in the chart.
What fixed it: the model never computes anything (Swiss Ephemeris does), a fact-checker reads every claim back against the chart, and books instead of "the internet".
Write-up 👇
#buildinpublic #llm #ai #astro

How I stopped an AI astrologer from making things up: ephemeris facts, book grounding and a fact-checker dev.to

@rjperes.bsky.social network 1d

My third post in my multi-agent orchestration framework series is now live. This time, it’s about the agent

developmentwithadot.blogspot.com/2026/11/a-ne...

#csharp #dotnet #agents #llm #ai

A .NET Agent Orchestration Framework - The Agent developmentwithadot.blogspot.com

@tokenmargin.dev network 1d

3/ Run your own DAU, prompt cache hit rate (0-95%), and LiteLLM fallback router simulation on our live comparison page:
https://tokenmargin.dev/compare/deepseek-r1-distill-llama-70b-vs-o3-mini.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

@tokenmargin.dev network 1d

DeepSeek R1 Distill Llama 70B vs OpenAI o3-mini: Which LLM API actually protects your SaaS gross margin at 10,000 DAU?

Here is the live 2026 token math across input, output & prompt caching: 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

@zentrocdot.bsky.social network 1d

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #generativeart #aiartcommunity #Flux #LLM

1 image (open on the network to see)

@zentrocdot.bsky.social network 1d

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #generativeart #aiartcommunity #Flux #LLM

1 image (open on the network to see)

@tokenmargin.dev network 1d

3/ Run your own DAU, prompt cache hit rate (0-95%), and LiteLLM fallback router simulation on our live comparison page:
https://tokenmargin.dev/compare/qwen-2-5-coder-32b-vs-codestral-2501.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

@tokenmargin.dev network 1d

Qwen 2.5 Coder 32B Instruct vs Mistral Codestral 2501: Which LLM API actually protects your SaaS gross margin at 10,000 DAU?

Here is the live 2026 token math across input, output & prompt caching: 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

@zentrocdot.bsky.social network 1d

#AI #AIart #AIartwork #AIimage #AIimagegeneration #AIgenerated #digitalart #digitalartwork #generativeart #aiartcommunity #Flux #LLM

1 image (open on the network to see)

@tokenmargin.dev network 1d

3/ Run your own DAU, prompt cache hit rate (0-95%), and LiteLLM fallback router simulation on our live comparison page:
https://tokenmargin.dev/compare/llama-4-maverick-vs-deepseek-chat-v3-0324.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

@tokenmargin.dev network 1d

Llama 4 Maverick (17B-128E MoE) vs DeepSeek V3 (0324): Which LLM API actually protects your SaaS gross margin at 10,000 DAU?

Here is the live 2026 token math across input, output & prompt caching: 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

@thesaasbros.bsky.social network 1d

Shopify says Q3 was the first time it saw shoppers experimenting with letting personal AI agents buy for them.
Michal: product pages now need clean prices, stock and specs a machine can read.

#AI #VibeCoding #ClaudeCode #DevTools #LLM

@alessiopomaro.it network 1d

👉 I dettagli: www.alessiopomaro.it/agenti-ai-to...
___
✉️ 𝗦𝗲 𝘃𝘂𝗼𝗶 𝗿𝗶𝗺𝗮𝗻𝗲𝗿𝗲 𝗮𝗴𝗴𝗶𝗼𝗿𝗻𝗮𝘁𝗼/𝗮 𝘀𝘂 𝗾𝘂𝗲𝘀𝘁𝗲 𝘁𝗲𝗺𝗮𝘁𝗶𝗰𝗵𝗲, 𝗶𝘀𝗰𝗿𝗶𝘃𝗶𝘁𝗶 𝗮𝗹𝗹𝗮 𝗺𝗶𝗮 𝗻𝗲𝘄𝘀𝗹𝗲𝘁𝘁𝗲𝗿: bit.ly/newsletter-a...

#AI #GenAI #GenerativeAI #IntelligenzaArtificiale #LLM

Agenti AI: quanti token degli output dei tool vanno sprecati? Il mio paper e tracetrim www.alessiopomaro.it

@alessiopomaro.it network 1d

🧠 Ho scritto “Agents Read More Than They Use” e sviluppato #tracetrim: imparare dalle tracce quali campi dei tool passare agli agenti #AI, misurando il risparmio e dove il filtro sbaglia.

🔗 Il paper: doi.org/10.5281/zeno...
🔗 Il codice: github.com/alepom/trace...

#AI #GenAI #GenerativeAI #LLM

video (open on the network to see)

@alexiskirke.bsky.social network 1d

Training on model-made data makes models forget the real world; the long tail dies first, and the damage sticks.

AI Models Collapse When Trained on Recursively Generated Data: Supplementary Material
https://arxiv.org/abs/2305.17493

#AI #AIResearch #LLM

1 image (open on the network to see)

@tokenmargin.dev network 1d

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/reasoning-model-token-multiplier-o3-mini-vs-deepseek-r1-vs-qwq-32b.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

@tokenmargin.dev network 1d

Reasoning Model Hidden Token Multiplier: o3-mini vs DeepSeek R1 vs QwQ-32B Cost Calculator

Reasoning models bill for hidden chain-of-thought (<think>) output tokens. Compare real per-problem cost across OpenAI o3-mini, DeepSeek R1, Claude 3.7 Thinking, and Qwen QwQ-32B. 🧵👇

#AI #LLM #DevTools ...

@oludai.bsky.social network 1d

🧬 Claude Fable 5.2 (Anthropic) now tracked: 1M-token context, $8 in / $40 out. Pricing that low for a long-context commercial model is unusual—see how it compares to the rest.

https://olud.ai/latest.html

#AI #LLM

@matasoft.bsky.social network 1d

Students & Educators: Learn how Artificial Intelligence and data grids work together with our free, zero-install browser portal and demo sheets! 🎓💡 🔗 matasoft.hr/qtrendcontro...
#EdTech #AILiteracy #Spreadsheets #AITools #AISpreadsheet #AIFunctions #AIFormula #AI #LLM #AISpreadsheetIntegration #BI

Download (Un)Perplexed Spready or Try Online matasoft.hr

@tokenmargin.dev network 1d

3/ Compare all cloud GPU & serverless endpoints hosting DeepSeek V3 (0324) (<400ms TTFT SLA) on our live calculator:
https://tokenmargin.dev/models/deepseek-chat-v3-0324-pricing-calculator.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

@tokenmargin.dev network 1d

DeepSeek V3 (0324) Cloud Pricing & Cheapest Providers (2026):

What does DeepSeek V3 (0324) actually cost in production across input, output & prompt caching? 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

@knowledgezone.bsky.social network 1d

#LLM #Evaluations: from #Prototype to #Production : Medium

#DeepMind Says Its #AI Can #Predict #Hurricanes Earlier Than Everyone Else : WIRED

The #Mathematical #Trick that explains how to find a #Needle in a #Haystack : Sci Am

Latest #KnowledgeLinks

knowledgezone.co.in/resources/bo...

2 images (open on the network to see)

@itskamrankhan.bsky.social network 1d

Opus 5.5 or GPT 6.1 Terra?

Which one actually delivers better results when things get complicated?

#AI #LLM #ArtificialIntelligence

@sciherald.bsky.social network 1d

Nanbeige4.3-33B vs Arete-27B: Capabilities and Key Differences

A comparison of Nanbeige4.3-33B, a top agentic coding model, and Arete-27B, a model fine-tuned for Western values. Choose based on your task and values.

#science #AI #MachineLearning #LLM

Nanbeige4.3-33B vs Arete-27B: Capabilities and Key Differences sciherald.com

@tokenmargin.dev network 1d

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/ai-coding-assistant-unit-economics-claude-sonnet-vs-qwen-coder-deepseek.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

@tokenmargin.dev network 1d

AI Coding SaaS Unit Economics: Claude 3.7 Sonnet vs Qwen 2.5 Coder 32B vs DeepSeek V3

How AI IDE and code-review startups survive $20/mo unlimited subscriptions by routing autocomplete and diff linting to Qwen 2.5 Coder 32B ($0.07/1M) and complex refactors to Claude 3.7 Sonnet. 🧵👇

#AI #LLM #D...

@denezhelev.bsky.social network 1d

Moravec announced the news of the human brain’s upcoming demotion in his book Mind Children, published in 1988. Though it was published by Harvard University Press and reviewed well in The New Yorker, hardly anybody took Mind Children that seriously - nymag.com/intelligence... #llm #ai #tech

Hans Moravec Was Right About AI. Is He Right About the Fate of Humanity? nymag.com

@tokenmargin.dev network 1d

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/prompt-caching-cost-calculator-anthropic-vs-openai-deepseek.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic