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Featured Posts

Cover image for Reddit Is Using LLMs to Fight a Problem LLMs Largely Created
Jul 9, 2026•11 min read

Reddit Is Using LLMs to Fight a Problem LLMs Largely Created

Reddit removes 100,000 bot accounts daily, yet licenses data to the AI firms whose models generate that same synthetic content back onto the platform.

RedditBotLLM
Cover image for H100 GPU Prices Just Reset AI Feature Unit Economics
Jul 6, 2026•9 min read

H100 GPU Prices Just Reset AI Feature Unit Economics

H100 on-demand rental rates are back down to roughly $2 to $2.53 an hour as of June 2026 That's a level last seen before the AI boom priced the same hardware at $8 an hour.

AINvidiaGPU Pricing
Cover image for What Is Sakana Fugu? Sakana AI's Orchestration Model
Jun 24, 2026•10 min read

What Is Sakana Fugu? Sakana AI's Orchestration Model

Sakana Fugu launched June 22, 2026 as one model that commands a pool of frontier LLMs. Fugu Ultra scored 73.7 on SWE-Bench Pro. Here's what it means for builders.

Sakana FuguMulti-agent orchestrationllm orchestration

Latest Articles

Cover image for When AI Costs More Than the Humans It Replaces
Jul 14, 2026•9 min read
New

When AI Costs More Than the Humans It Replaces

In 2026, the price of a token fell while the size of the AI bill went up. Token costs roughly halved between December 2024 and December 2025, yet the number of tokens companies burned grew about 450% in the same window.

AILLM
Cover image for Claude Sonnet 5 Explained: Near-Opus Agents, Lower Price
Jul 1, 2026•7 min read

Claude Sonnet 5 Explained: Near-Opus Agents, Lower Price

June 30, 2026, Anthropic released Claude Sonnet 5 and pitched it as the model that finally makes cheap, reliable agents the default. The claim underneath the launch is simple: near-Opus intelligence at a Sonnet price.

Cover image for GPT-5.6's Power Trio: Sol, Terra & Luna
Jun 30, 2026•8 min read

GPT-5.6's Power Trio: Sol, Terra & Luna

On June 26, 2026, OpenAI previewed GPT-5.6 in three tiers, and the flagship posted a number that stops you mid-scroll: 91.9% on Terminal-Bench 2.1, a benchmark built around real command-line engineering work.

AgentsOpenAIGPT
Cover image for What Is GLM-5.2? The 1M-Context Coding Model
Jun 27, 2026•9 min read

What Is GLM-5.2? The 1M-Context Coding Model

GLM-5.2 is Z.ai's new flagship text model for long-horizon engineering work: 1M-token context, 128K maximum output, function calling, structured output, MCP integration, and a public model card on Hugging Face.

GLMCodingAgent
Cover image for Claude Fable 5: Anthropic's Most Powerful Model Is Here
Jun 10, 2026•10 min read

Claude Fable 5: Anthropic's Most Powerful Model Is Here

Claude Fable 5 is Anthropic's first public Mythos-class model: frontier coding, a 1M-token context, and agents that run for hours. Here's what builders need to know.

AnthropicMythosFable
Cover image for NVIDIA RTX Spark for AI Teams: Worth It ?
Jun 3, 2026•12 min read

NVIDIA RTX Spark for AI Teams: Worth It ?

NVIDIA's RTX Spark laptop runs 120B-parameter LLMs locally with 128GB unified memory. Specs, the DGX Spark mix-up, and whether your AI team should buy.

NvidiaWindowsLLM
Cover image for Claude Opus 4.8 vs GPT-5.5: Benchmarks, Pricing & Who Wins in 2026
Jun 1, 2026•7 min read

Claude Opus 4.8 vs GPT-5.5: Benchmarks, Pricing & Who Wins in 2026

Two flagship AI models. Five weeks apart. Same price — but very different strengths. Here's the honest breakdown of Claude Opus 4.8 vs GPT-5.5 on benchmarks, pricing, and real-world performance.

AnthropicOpenAIComparison
Cover image for Claude Opus 4.8: What's New vs Opus 4.7
May 29, 2026•6 min read

Claude Opus 4.8: What's New vs Opus 4.7

A no-fluff look at what changed from Opus 4.7, why the honesty upgrade is the real headline, and whether it's worth the switch. Roughly a four minute read.

Claude opus 4.8LLMsAnthropic
Cover image for Hybrid SaaS pricing: the 2026 Agent Playbook
May 25, 2026•4 min read

Hybrid SaaS pricing: the 2026 Agent Playbook

Per-seat SaaS pricing assumes humans do the work. In the agent era, that costs you revenue. Here is the hybrid pricing playbook winning 2026 renewals.

hybrid SaaS pricingoutcome based pricingagent pricing
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