Prime Agent Explained: The 95.5% ARC-AGI-3 Claim
Prime Intellect reports 95.5% on ARC-AGI-3 with an open-source harness. The ARC-verified ceiling on that same set is 30.2%. What the gap measures.
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DeepSeek V4 Flash: Pricing, Benchmarks, and Cost
DeepSeek V4 Flash 0731 scores 50 on the Artificial Analysis Intelligence Index at $0.14 per million input tokens, ahead of the pricier V4 Pro at 44.
Why Local LLMs Fail at Agentic Coding in 2026
Identical open weights score 67.8 or 90.0 on SWE-bench depending on the harness. What the research says about where local coding agents break.
GPU Prices in 2026: Why They Rise, and Whether to Buy
Nvidia RTX cards are up 20 to 30 percent in a third 2026 hike. Here is the memory-cost chain behind it, and whether to buy a GPU now or wait.
CXMT Stock Price: Inside the Record IPO Debut
CXMT closed 466 percent above its offer price on debut, worth 3.28 trillion yuan. What that valuation implies about the DRAM shortage.
Claude Opus 5: Pricing, Benchmarks, and Cost
Claude Opus 5 ships at $5/$25 per million tokens with an effort dial, matching Fable 5 intelligence at half the price. Benchmarks, specs, and cost per task.
Claude Skills vs Agent Skills vs MCP vs Prompts
The four ways to extend an AI coding agent: what a Claude Skill, an agent skill, an MCP server and a prompt library each change, and when to use which.
LLM Evaluation Metrics: Accuracy, Cost, and CI in 2026
A practitioner guide to LLM evaluation metrics: reference-based scores, LLM-as-judge, and human review, ranked by accuracy and cost per 10,000 responses.
Memory Shortage 2027: Will It Really Last a Decade?
SK hynix says 2027 will be the worst supply year ever for memory and ADATA expects a decade-long shortage. Here is how long the RAM squeeze may last.