#AI inference

3984 related articles

Jul 11, 2026·3 min

Vibecoding in Practice: Task Concurrency Splitting Makes AI Inference 3x Faster

Learn how to split AI reasoning tasks by act and character, run 14 concurrent streams, and cut processing time from 100s to 30s — a reusable schedule-concurrency-aggregate methodology.

Jul 10, 2026·5 min

DeepSeek Boosts Inference Speed by 85%: How Speculative Decoding Is Reshaping the AI Speed Race

DeepSeek and Peking University's DS Spark paper boosts AI inference speed by up to 85% via confidence scheduling and semi-autoregressive speculative decoding — no model or GPU changes.

Jul 9, 2026·4 min

AI Weekly: GPT-5.6 Launches in Three Tiers, Open-Source Inference Frameworks and Robot Safety Break Through Across the Board

This week in AI: OpenAI launches GPT-5.6 in three tiers (Sol/Terra/Luna) hitting 91.9% on coding benchmarks; DeepSeek and PKU open-source DSpark for 85% faster inference; Prime Intellect trains trillion-param models on just 28 H200s; Anthropic Claude enters Slack.

Jul 9, 2026·5 min

Is AI Inference Really Profitable? Deconstructing the Cost Economics of Inference vs. Training

Are AI companies really losing money? This article deconstructs the fundamental differences between training and inference costs, revealing why pure AI inference services have structural profitability.

Jul 7, 2026·3 min

DeepSeek Open-Sources DiSpark: Up to 85% Faster AI Inference Without Changing Hardware

DeepSeek and Peking University release DiSpark, an open-source framework that speeds up LLM inference by 60–85% using speculative decoding and hierarchical verification — no hardware changes or retraining required.

OpenAI and Broadcom Unveil Jalapeño Ch…

Jul 4, 2026·2 min

OpenAI and Broadcom Unveil Jalapeño Chip: Built Exclusively for LLM Inference

OpenAI and Broadcom unveil Jalapeño, a custom ASIC designed for LLM inference. A deep dive into its technical logic, strategic intent, and impact on NVIDIA and the AI compute landscape.

Jun 23, 2026·3 min

NVIDIA ACE SDK: On-Device AI Inference for Intelligent Game NPC Companions

Deep dive into NVIDIA ACE Game Agent SDK's integration with Unreal Engine 5, exploring how on-device AI inference enables low-latency, privacy-safe intelligent NPC dialogue and behavior.

Jun 23, 2026·3 min

DAQIRI Platform Explained: Deep Integration of High-Speed Data Acquisition and Real-Time AI Inference

Deep dive into how the DAQIRI platform embeds NVIDIA GPU-accelerated computing into high-speed data acquisition pipelines, enabling real-time AI inference for industrial inspection, scientific experiments, and autonomous driving.

Jun 21, 2026·2 min

Baseten Raises $1.5 Billion: Why AI Inference Infrastructure Has Become a Capital Darling

AI inference startup Baseten is raising $1.5B at a $130B valuation. We analyze why inference infrastructure is booming, the competitive landscape, and what this mega-round signals.

Jun 15, 2026·3 min

Firebase AI Logic Deep Dive: Hybrid Inference, Prompt Templates & Multi-Layer Security Deployment

Deep dive into Firebase AI Logic: server-side prompt templates to prevent leakage, Cloud Function triggers, four-layer security defense, AI monitoring with context caching for cost control, and cross-platform hybrid inference.

Jun 15, 2026·3 min

Firebase's Major Upgrade: Real-Time SQL Sync, On-Device AI Inference, and Agent Skills

Firebase unveils major updates at Google I/O 2025: SQL Connect real-time sync, AI Logic on-device inference, Firestore Enterprise full-text search, phone verification GA, and more.

Jun 14, 2026·2 min

Perplexity Partners with Intel: Local AI Models and Hybrid Inference Come to Laptops

Perplexity partners with Intel to bring local AI models and hybrid inference to Core Ultra Series 3 laptops. We break down the architecture, NPU capabilities, and the cloud-to-edge AI trend.

Jun 9, 2026·2 min

OpenAI's Financial Services Strategy Explained: GPT-5.5 Capabilities and European Inference Residency in Detail

Deep dive into OpenAI's financial services strategy covering GPT-5.5 financial analysis capabilities, European inference residency, Trusted Access Program, and AI implementations at NatWest, CBA, and Revolut.

Jun 4, 2026·4 min

Google Hybrid Inference Comes to iOS: A Complete Guide to On-Device AI Cross-Platform Deployment

Google Hybrid Inference officially supports iOS, adds Gemma 4 on Android, and Chrome local Web inference nears GA. A deep dive into hybrid inference technology, cross-platform advantages, and developer opportunities.

Jun 4, 2026·4 min

Google Hybrid Inference Comes to iOS: A Complete Guide to On-Device AI Cross-Platform Deployment

Google Hybrid Inference now supports iOS, adds Gemma 4 on Android, and Chrome local Web inference nears GA. A deep dive into hybrid inference technology, cross-platform advantages, and developer opportunities.

Five Major Firebase AI Logic Updates: Hybrid Inference, Prompt Security & AI Monitoring Explained

Tutorials

Jun 2, 2026·2 min

Five Major Firebase AI Logic Updates: Hybrid Inference, Prompt Security & AI Monitoring Explained

Detailed breakdown of Firebase AI Logic's major updates covering Server Prompt Templates, hybrid inference, Cloud Functions triggers, AI monitoring, and Context Caching for secure, efficient AI apps.

SGLang Enters Finance: How AI Inference Infrastructure Is Reshaping Wall Street

Industry Insights

May 30, 2026·2 min

SGLang Enters Finance: How AI Inference Infrastructure Is Reshaping Wall Street

SGLang co-hosts a finance AI inference event with Crusoe AI and Cloudflare, exploring LLM inference deployment in trading, risk management, and compliance — signaling Wall Street's shift to production-grade AI infrastructure.

NVIDIA Blackwell Sets New STAC-AI Records for Financial LLM Inference

Industry Insights

May 27, 2026·2 min

NVIDIA Blackwell Sets New STAC-AI Records for Financial LLM Inference

NVIDIA Blackwell GPU sets new LLM inference records in STAC-AI financial benchmark. Explore Blackwell architecture advantages, TensorRT-LLM co-optimization, and LLM applications in trading and risk management.

HuggingFace Transformers Beginner's Guide: Model Download, Pipeline Inference, Training & Saving

Tutorials

May 21, 2026·1 min

HuggingFace Transformers Beginner's Guide: Model Download, Pipeline Inference, Training & Saving

Learn HuggingFace Transformers core usage: pretrained model download, Pipeline API for sentiment analysis, Tokenizer principles, model inference with Softmax, and saving workflows with Python examples.

AI Model Deployment Pipeline Friction: How TensorRT Systematically Eliminates Inference Optimization Bottlenecks

Deep Dives

May 17, 2026·3 min

AI Model Deployment Pipeline Friction: How TensorRT Systematically Eliminates Inference Optimization Bottlenecks

Deep dive into pipeline friction in AI model deployment from training to production, covering TensorRT automated optimization, ONNX export, and Triton Inference Server best practices.