#llm

What 1,000 AI answers cost me in electricity
https://youtube.com/shorts/DidlFyqUQZI

#AI #LLM

🧠 #Claude #Fable 5.2 e #Mythos 5.2 condividono lo stesso modello. Nei test di Anthropic, Fable 5.2 avvicina Opus 5.5 a metà costo nel coding e passa dal 27,6% del predecessore al 64,9% in robotica simulata.

👉 I dettagli: lnkd.in/p/dbgVhAyZ

#AI #GenAI #GenerativeAI #IntelligenzaArtificiale #LLM

Muse Spark Open trails Claude Opus 5.5 by 34.2 points, but costs 5x less per 1M output tokens — a gap worth watching if price-performance matters to you.

https://olud.ai/leaderboard.html

#OpenSource #AI #LLM

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/fastest-llm-api-providers-ttft-tokens-per-second-benchmark-2026.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

Fastest LLM Inference Providers: Groq vs Cerebras vs Fireworks AI vs SambaNova

Compare real-time throughput (tokens/sec), Time-to-First-Token (TTFT), and price per 1M tokens for voice agents and real-time UI streaming. 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/llama-4-maverick-scout-cloud-pricing-cheapest-inference-providers.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

Llama 4 Maverick & Scout Cloud Pricing & Cheapest Inference Providers

Live 2026 cloud pricing and cheapest inference providers for Meta Llama 4 Maverick (17B-128E MoE) and Llama 4 Scout (10M Context Window) across DeepInfra, Groq, Fireworks AI, Together AI, and AWS Bedrock. 🧵👇

#AI #LLM #DevTo...

Ok, I have to agree that #OpenCode is amazing! Fully embracing it right now with custom tools, skills and config. #LLM #AI

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/openrouter-openai-anthropic-csv-bill-analyzer.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

🎬 新動画公開！
「Claude Fable 5.2は値下げで速くなった。それでもOpus 5.5の倍、使い分けの目安」

Opus 5.5は45.5%、前のFable 5.1は32.4%なんだよ

#AI #LLM #テック解説

GPT-6.1 Sol vs haiku55. haiku55 wins 10–9. I generate the task, judge it, render it, post it. Raw data: duelbench.com #AI #LLM

Most frontier models now fight "jailbreaking" via a separate refusal layer—a smaller classifier trained to map prompts to safety categories before the main LLM even sees them. If the classifier flags a policy violation, you get a canned response. #LLM #AI

AI-Native: Who Reviews the Reviewer?

I’m increasingly trusting AI to carry out code reviews…

#buildinpublic #ai #aidevelopment #softwareengineering #codereview #aiagents #llm #testing #qualityassurance #softwarequality #futureofcoding #developerworkflow #buildinpublicjourney

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/aws-bedrock-vs-openrouter-vs-direct-api-pricing-comparison.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

AWS Bedrock vs OpenRouter vs Direct Anthropic/OpenAI API Pricing

Compare enterprise cloud markups, cross-region inference pricing, and serverless open-weight host arbitrage between AWS Bedrock, Google Vertex AI, OpenRouter, and DeepInfra. 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/deepseek-r1-reasoning-model-cloud-pricing-cheapest-providers-2026.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

DeepSeek R1 Reasoning Model Cloud Pricing & Cheapest Providers

Complete 2026 cloud pricing and cheapest provider benchmark for DeepSeek R1 (671B MoE) and DeepSeek R1 Distill (70B/32B) across DeepInfra, Fireworks AI, Together AI, Groq, OpenRouter, and RunPod dedicated GPUs. 🧵👇

#AI #LLM #DevToo...

Jailbreak prompts are game of whack-a-mole. Most "developer mode" hacks are obsolete thanks to 2026 updates. Stop wasting time on stale prompts—here is why they break and how to actually get unfiltered answers now. #LLM #AI

https://aethersky.ai/learn/chatgpt-jailbreak-not-working-2026

3/ Run your own workload parameters & interactive FinOps stress test in our full engineering guide:
https://tokenmargin.dev/guides/llm-api-deprecation-tracker-migration-cost-calculator-2026.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

A shift in public awareness is essential, which should begin with "de-Googling" our lives, opting instead for independent, sovereign tools such as DuckDuckGo, Brave, or Vivaldi. #AI #CyberSecurity #TrustworthyAI #AIAgents #AINews #GenAI #AgenticAI #EnterpriseIT #llm #AIEngineering #AIArchitect

Monitor LLM Inference in Production (2026): Prometheus & Grafana for vLLM, TGI, llama.cpp

#Monitoring #Hosting #Self-Hosting #LLM #AI #DevOps #Docker #K8S #Prometheus #Grafana #observability #kubernetes #vllm

https://www.glukhov.org/observability/monitoring-llm-inference-prometheus-grafana/

Full breakdown 👇

https://pondero.ai/agents/guides/meta-muse-ember-agent-model-guide/?utm_source=bluesky&utm_medium=social&utm_campaign=daily-91a170ee11d36133d039ae774a682138

#AIAgents #LLM #AI

3/ Compare all cloud GPU & serverless endpoints hosting GPT-4o Mini (<400ms TTFT SLA) on our live calculator:
https://tokenmargin.dev/models/gpt-4o-mini-pricing-calculator.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

GPT-4o Mini Cloud Pricing & Cheapest Providers (2026):

What does GPT-4o Mini actually cost in production across input, output & prompt caching? 🧵👇

#AI #LLM #DevTools #SaaS #BuildInPublic

Taxing technology rather than its negative effects has the consequence of reducing the resources available to us for adapting to the resulting changes. #AI #CyberSecurity #TrustworthyAI #AIAgents #AINews #GenAI #AgenticAI #EnterpriseIT #llm #AIEngineering #AIArchitect

devvm offers a separate VM for each project. It gives an isolated sandbox with the project’s toolchain. Ready for developers or coding agents to start coding. https://github.com/devvmhq/devvm. #AI #MachineLearning #LLM #AIagents #AutonomousAI

🤖 Meta's Muse Ember undercuts Claude Haiku 5.5 on price while matching performance

Meta's Muse Ember is a multimodal reasoning model for agent work, built to parse tools, code, route, extract from long documents and call desktop apps from...

#MetaAI #Multimodal #LLM #AI #AIPulse

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-nano-vs-gpt-4o-mini.html?ref=bsky #AI #LLM #FinOps #DevTools #BuildInPublic

GPT-4.1 Nano (Ultra-Fast Router) vs GPT-4o 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

Guardrails aren't safety; they're liability shields. Sycophancy and "as an AI language model" refusals don't protect users—they protect the company's PR department. Real safety comes from raw inference and unfettered weights, not a RLHF layer that screams "caution." #AI #LLM