VTechNews Editorial Team
OpenAI committed 750 billion dollars through 2030, AMD unveiled Helios to challenge Nvidia’s rack-scale dominance, Etched doubled its valuation to 10.3 billion in seven months, and Google Cloud posted 24.8 billion in a single quarter. Here is what the AI infrastructure consolidation means for your procurement decisions in 2026.
The solo SaaS content stack: Claude Sonnet 4.6 + n8n + Perplexity Pro turns one changelog into a blog post, 5 LinkedIn posts, and a customer email in 22 minutes.
White House advisor Michael Kratsios and Treasury Secretary Scott Bessent accused Moonshot AI of training Kimi K3 by distilling Anthropic Fable 5. AI researchers say the two-week timeline makes large-scale distillation physically impossible. Here is the fact pattern and what teams using open-weight models should do.
DeepSeek V3.2 scores 73.1% SWE-bench Verified at $0.28/M tokens vs o3’s ~$10/M. Real task results, cost breakdown, and which model fits your workflow.
I ran 50 research queries through Perplexity Pro and ChatGPT Plus. Perplexity wins on facts; ChatGPT on synthesis. Here is the category breakdown.
QuillBot, AIPRM, PromptBase, and ChatGPT itself tested on 5 real tasks. One tool won on every category except one. Here is the full verdict.
Gemini 2.5 Pro vs Perplexity Sonar Pro: 4 real research tasks tested. $1.25/M vs $3/M input, 1M vs 200K context. Which AI wins for research in 2026?
SuperGrok costs $30/mo and unlocks Grok 4.5, BigBrain mode, and DeepSearch — but Claude Opus 5 at $20/mo outperforms on documents, code, and writing. Here’s what 30 days of testing showed.
ChatGPT Plus now includes GPT-5.6 Sol — exact features at $20, $100, and $200/mo, who each tier is for, and the break-even math by user type.
Build a 4-step AI research pipeline using Perplexity Pro and Claude Sonnet 4.6 in 90 minutes — with the exact chain prompt that prevents hallucination bleed.
