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AI in business: how Oracle is pouring billions into AI development
Oracle is preparing to cut about 30,000 jobs, nearly a fifth of its workforce, to save billions of dollars and redirect them to its AI business.

DeepSeek and Qwen: How China Turned Open Models into a Leap in the Global AI Race
China bet on open AI models, built its own ecosystem around them, and is already pushing Western startups to choose DeepSeek, Qwen and other Chinese options more…

AI Coding: How Vibe Coding Is Changing Engineers' Work
Generative AI has made programming a mass activity, but Google Cloud argues that behind quick prompts you still need architecture, tests and accountability.

AI infrastructure: Valar raises $450 million

AI in logistics: the Arkus delivery robot

Samsung and SK Hynix move AI customers to 3–5-year contracts with price floors

AI Adoption: KPMG Shows Why Companies Are Losing $186 Million

Deploying ChatGPT in business: assigning tasks in 3 minutes
PF-FORUM linked Kaiten to ChatGPT through an open API. Managers now create dozens of tasks in 2–3 minutes instead of half an hour, and planning meetings have shrunk…

ChatGPT and Large Language Models: How They Really Work
LLMs' success caught many off guard. Scale is only part of the story: self-critique, tool access and training for reasoning mattered too.

Deploying AI Agents at Your Company: 9 Reasons Not to Rush
Investors demand AI plans, and CEOs dream of cutting headcount. Habr analysts break down nine systemic reasons why replacing people with AI agents doesn't yet work…

Knowledge Bases in AI: How Verification and Trust Work
Voicaj argues that an internal knowledge base for an AI service is not just RAG or a mini-wiki, but a rule set defining what the product is ready to assert on…













