LLMs & Models Articles
Browse 579 articles about LLMs & Models.
Q1 2026 AI Earnings: 6 Numbers That Confirm the Compute Shortage Is Now the Only Constraint That Matters
Google's backlog nearly doubled to $460B in one quarter. AWS free cash flow collapsed to $1.2B. Six numbers that define the AI infrastructure race.
Sam Altman Says OpenAI Is Now an AI Inference Company — What That Shift Means for Multi-Cloud Buyers
Sam Altman's 'inference company' framing signals OpenAI's intent to be everywhere. Here's what multi-cloud AI procurement looks like after the Microsoft deal.
How to Self-Host an Open-Weight AI Stack for Enterprise in Under a Day: DeepSeek V4 + Qwen Embeddings
Cut your AI inference bill 3x by self-hosting DeepSeek V4 with Qwen embeddings. Here's the full stack setup guide for enterprise teams.
Why US Export Controls on GPUs Accidentally Made DeepSeek V4 Cheaper Than Any American Model
Banned from top Nvidia GPUs, DeepSeek had to find compute-efficient training methods. The result: a model 3x cheaper than GPT-5.5 to serve.
xAI's Grok Roadmap: 7 Models in Training Now, Grok 5 at 10 Trillion Parameters — Full Timeline
xAI's May 2026 roadmap put Grok 4.4 at 1T parameters and Grok 5 at 10T, with 7 models training on Colossus 2. Here's that timeline and what shipped since.
Open Source AI vs Closed Source: Why the Business Model Matters for Your Stack
The US open-source AI business model is broken while China dominates. Here's what it means for enterprises choosing between open and closed AI models.
DeepSeek V4 vs US AI Models: The Cost and Capability Gap Explained
DeepSeek V4 matches frontier US models at a fraction of the cost. Here's what that means for enterprise AI strategy and which use cases it actually fits.
GPT-5.5 Review: What It Actually Does Well (And What It Doesn't)
GPT-5.5 is built for agentic tasks, not chat. Here's an honest breakdown of its coding performance, speed gains, and where it falls short.
DeepSeek V4: The Open-Source Model That Rivals Closed Frontier Models
DeepSeek V4 Pro matches GPT-5.5 and Opus 4.7 on agentic benchmarks at a fraction of the cost. Here's what it means for developers and businesses.
Google Gemini Deep Research Max: The Best AI Research Agent Available via API
Google's Deep Research Max tops every research benchmark and connects to your data in one API call. Here's what it does and when to use it.
GPT-5.5 Review: A Better Agent Model, Not a Better Chat
GPT-5.5 isn't a smarter chatbot — it's a tighter agent. A developer review of tool calling, long-context coherence, and where the model still falls short.
Kimmy K2.6 and Qwen 3.6: The Open-Source Models Closing the Frontier Gap
Kimmy K2.6 and Qwen 3.6 beat closed models on key agentic benchmarks. Here's what they can do and when to use them over GPT or Claude.
How Regulated Professionals Can Use Local AI Without Cloud Compliance Risk
Law firms, medical practices, and financial advisors need AI that never leaves their network. Here's how on-device AI solves the compliance problem.
On-Device AI vs Cloud AI: Why the Economics Are Shifting
Cloud AI inference loses money at scale. On-device AI has zero marginal cost. Here's why that gap matters for developers and businesses building on AI.
The Best Open-Source LLMs for Agentic Coding in 2026
DeepSeek V4, Kimi K2.6, and Qwen 3.6 are closing the gap on closed-source models. Compare the best open-weight options for agentic coding workflows.
DeepSeek V4: The Open-Source Model Closing the Gap on Frontier AI
DeepSeek V4 rivals GPT-5.5 and Claude Opus 4.7 on agentic benchmarks at a fraction of the cost. Here's what it means for builders and businesses.
GPT-5.5 vs Claude Opus 4.7 vs Gemini 3.1 Pro for Builders
How GPT-5.5 stacks up against Claude Opus 4.7 and Gemini 3.1 Pro on instruction persistence, tool orchestration, and the agentic workloads builders run today.
DeepSeek V4: What the New Open-Source Model Means for AI Developers
DeepSeek V4 runs at 27% of V3's compute cost and beats proprietary models on agentic benchmarks. Here's what developers need to know.
What Is GPT-5.5? OpenAI's New Flagship Model Explained
GPT-5.5 is OpenAI's most capable model yet, built for agentic tasks. Here's what changed, what it costs, and when to use it over previous models.
Anthropic's Compute Shortage: Why Claude Limits Are Getting Worse
Anthropic underinvested in compute and now can't serve demand. Here's why Claude quotas are tightening, what it means for developers, and what comes next.