South Korea disclosed semiconductor and AI infrastructure initiatives that will see the two memory makers each construct a pair of new fabs under an $518 billion national program, triggering immediate declines in both companies’ shares. The disclosure follows a newspaper account of Samsung Group’s separate decade-long $646 billion spending blueprint spanning chips, data centers and additional sectors, highlighting the accelerating contest for AI memory supremacy.

High-bandwidth memory chip demand continues to exceed available supply as cloud operators and tech groups scale up AI systems.
SK Hynix remains the top vendor of leading HBM chips to Nvidia, while Samsung Electronics has poured resources into closing the technological distance with its local competitor.
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GlobalFoundries signed a multi-year US$2 billion agreement with TSMC on October 8, 2026 to manufacture silicon interposers at its Malta, New York fab. The deal creates the first US-based source of silicon interposers for TSMC's CoWoS advanced packaging ecosystem.
Anthropic has launched the Anthropic Cyber Mission to support defenders of critical infrastructure and open-source software with models, engineers, and tools. The initiative starts with the Critical Infrastructure Defense Program and free OSS Scanner amid ongoing challenges in verifying and fixing vulnerabilities.
Anthropic released Claude Haiku 5.5, its cheapest and fastest small model, at $0.10 per million input tokens and $0.50 per million output tokens for prompts up to 100,000 tokens. Anthropic says it costs around 75% less to run than Haiku 4.5 on average and scores far higher on its benchmarks.
OpenAI released 722 mathematical manuscripts, grouped into 372 result families, produced by an unreleased internal model. The papers are on GitHub, with Lean formalizations for many but not all of them, and OpenAI warns some unformalized results could have issues.
Meta and Microsoft are cutting employee use of Anthropic’s Claude AI and directing staff toward their own coding tools, The Information reported. The changes reflect tighter internal AI budgets while customer access to Claude through Microsoft platforms continues to expand.