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Claude Sonnet 5.5 Explained: Pricing, Benchmarks, Terminal-Bench

Claude Sonnet 5.5 Explained: Pricing, Benchmarks, Terminal-Bench

Posted by By MPRAUTO MPRAUTO September 29, 2026Posted inAI1 Comment
Anthropic shipped Claude Sonnet 5.5 on Sept 28, 2026 at $2/$10 per million tokens. What changed vs Sonnet 5, sourced benchmarks, and when to pick it.
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Xiaomi MiMo-V2.6 Explained: MIT-Licensed Open Weights and an Open RL Stack

Xiaomi MiMo-V2.6 Explained: MIT-Licensed Open Weights and an Open RL Stack

Posted by By MPRAUTO MPRAUTO September 28, 2026Posted inAINo Comments
Xiaomi released MiMo-V2.6 Pro and Flash under MIT license with its RL training stack open-sourced. Architecture, benchmarks, cost, and self-hosting notes.
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Gemini 3.8 Flash Explained: Pricing Cliff, Context, Benchmarks

Gemini 3.8 Flash Explained: Pricing Cliff, Context, Benchmarks

Posted by By MPRAUTO MPRAUTO September 28, 2026Posted inAINo Comments
Gemini 3.8 Flash launched Sept 2, 2026 with a 1M context window and introductory pricing that doubles on Jan 1, 2027. A cost-per-task breakdown for builders.
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GPT-6 Sol and Luna Explained: Architecture, Pricing, Benchmarks

GPT-6 Sol and Luna Explained: Architecture, Pricing, Benchmarks

Posted by By MPRAUTO MPRAUTO September 28, 2026Posted inAI3 Comments
OpenAI shipped GPT-6 Sol and Luna on Sept 22, 2026 with a 1.05M context window and prices 50% below GPT-5.6. Here is what changed and how they compare.
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Claude Opus 5.5: Anthropic’s New Flagship, Benchmarked

Claude Opus 5.5: Anthropic’s New Flagship, Benchmarked

Posted by By MPRAUTO MPRAUTO September 26, 2026Posted inAINo Comments
Claude Opus 5.5 is Anthropic's Sept 2026 flagship: pricing, 1M context, verified Terminal-Bench/HLE scores, and honest gaps vs GPT-6 Astra.
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Grok 4.5 Explained: Architecture, Benchmarks and Deployment (2026)

Grok 4.5 Explained: Architecture, Benchmarks and Deployment (2026)

Posted by By MPRAUTO MPRAUTO July 30, 2026Posted inAINo Comments
Grok 4.5 explained: xAI's 2026 flagship - MoE architecture, 500K context, Cursor-tuned agentic coding, benchmark scores, API pricing, deployment and honest limits.
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Claude Opus 5 Explained: Architecture, Benchmarks and Deployment (2026)

Claude Opus 5 Explained: Architecture, Benchmarks and Deployment (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inAINo Comments
Claude Opus 5 explained: Anthropic's 2026 frontier model - 1M-token context, effort toggle, 96% SWE-bench Verified, pricing, deployment and honest limits.
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Kimi K3 Explained: Moonshot’s 2.8T Open-Weight Reasoning Model (2026)

Kimi K3 Explained: Moonshot’s 2.8T Open-Weight Reasoning Model (2026)

Posted by By MPRAUTO MPRAUTO July 28, 2026Posted inAINo Comments
Kimi K3 explained: Moonshot AI's 2.8T-parameter open-weight MoE - Kimi Delta Attention, 1M-token context, training, benchmarks, deployment cost and honest limits of the reasoning model in 2026.
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Physical Intelligence pi0.5 Explained: The VLA Robot Foundation Model (2026)

Physical Intelligence pi0.5 Explained: The VLA Robot Foundation Model (2026)

Posted by By MPRAUTO MPRAUTO July 27, 2026Posted inAINo Comments
Physical Intelligence pi0.5 explained: the ~3.3B vision-language-action robot foundation model - architecture, FAST action tokenization, training on 10+ embodiments, benchmarks, deployment and honest limits in 2026.
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Mistral Large 3 Explained: Architecture & Benchmarks (2026)

Mistral Large 3 Explained: Architecture & Benchmarks (2026)

Posted by By MPRAUTO MPRAUTO July 26, 2026Posted inAINo Comments
Mistral Large 3 explained: the 675B/41B Apache-2.0 sparse MoE with a 262K context window - architecture, training, benchmarks, licensing, self-hosting VRAM, pricing and honest limits in 2026.
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  • 3MF vs STEP AP242 vs glTF vs JT: Choosing Lightweight CAD Formats for Digital Twins and PLM
  • CRDTs for Digital Twin Synchronization: Offline-First State Replication at the Edge
  • Wi-Fi HaLow (802.11ah) vs LoRaWAN vs LTE-M: Long-Range IoT Selection Guide
  • TigerBeetle vs PostgreSQL for Financial Ledgers: Debit-Credit Database Design
  • FDX API vs PSD3: Open Banking Data-Sharing Architectures in the US and EU
  • dbt vs SQLMesh: Data Transformation, Virtual Environments and CI for Analytics Engineering
  • Kubernetes User Namespaces and Pod Hardening: Containing Container Escapes in 2026
  • Ingress-NGINX Retirement: A Step-by-Step Migration Playbook to Kubernetes Gateway API
  • GGUF vs AWQ vs GPTQ vs FP8: LLM Quantization Formats Compared
  • Multi-Head Latent Attention vs GQA vs MQA: KV-Cache Compression Explained
  • Mamba and State Space Models vs Transformers: Hybrid Architectures Explained
  • GRPO and RLVR Explained: How Reasoning Models Are Trained with Reinforcement Learning
  • SLOs and Error Budgets for IoT Platforms: Burn-Rate Alerting with OpenSLO and Sloth
  • Robot Description Formats Compared: URDF vs SDF vs MJCF vs OpenUSD for Digital Twins
  • UWB Real-Time Location Systems in Factories: IEEE 802.15.4z vs BLE Channel Sounding
  • 5G RedCap for Industrial IoT: Reduced Capability Devices, Power and Deployment Guide
  • Digital Euro vs e-CNY vs Digital Rupee: CBDC Architecture Compared
  • Velero 1.18 Kubernetes Backup and Disaster Recovery: Velero vs Kasten vs CloudCasa
  • Kepler 0.12: Kubernetes Pod Energy and Carbon Metrics Including GPU MIG Power Attribution
  • Falco 0.45 vs Tetragon vs Tracee: Kubernetes Runtime Threat Detection with eBPF
  • etcd 3.7 Explained: Raft Consensus, Kubernetes Control Plane Impact and Upgrade Guide
  • EU Cyber Resilience Act and SBOMs for IoT Firmware: CycloneDX vs SPDX in Practice
  • OpenTelemetry GenAI Semantic Conventions: Tracing LLM Calls and AI Agents
  • Ling 3.1 Flash Explained: Architecture, Pricing and Benchmarks
  • Sodium-Ion vs LFP Batteries for Grid Storage: Chemistry, Cost and Cycle Life
  • eBOM to mBOM Transformation: PLM-ERP Bill of Materials Architecture
  • Digital Twin State Estimation: Kalman vs Particle Filter vs EnKF for Twin Synchronization
  • OPC UA Companion Specifications for Robotics and Machinery: Interoperability in Practice
  • ML-KEM and ML-DSA on Constrained IoT Microcontrollers: Memory, Speed and Migration
  • x402 and HTTP 402: Machine-to-Machine Payments for AI Agents with Stablecoins
  • Passkeys and FIDO2 for Payment Authentication: PSD2 SCA Architecture Guide
  • Container Runtime Security Hardening in 2026: containerd 2.3, CRI-O and Podman 6 CVE Response
  • Istio 1.31 Explained: What Changed and How to Upgrade Your Service Mesh
  • Speculative Decoding Explained: EAGLE-3 vs Medusa vs Lookahead for LLM Inference Speedup
  • Perceptron Mk1.5 Explained: Vision-Language Model Capabilities and Pricing
  • MiniMax M3.1 Flash Preview Explained: Architecture, Pricing and Benchmarks
  • LTX Video Model Explained: Lightricks Architecture, Open Weights and Hardware
  • Brownfield Modbus Retrofit to Unified Namespace: Edge Gateway Options Compared
  • Sovereign Industrial AI Cloud: A Reference Architecture for Physical AI in Europe

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