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Tom’s Hardware Premium is extending its free access period for the AI Chip Design Week series until Monday, October 5, 2026. The week features an interview with Richard Ho, OpenAI’s hardware VP, who discusses Jalapeño, a Broadcom co-developed inference ASIC introduced at Hot Chips 2026. Ho explains how OpenAI uses AI in its design processes to achieve efficiency that surpasses Nvidia’s capabilities and clarifies misconceptions about the chip’s model optimization.

The coverage also includes primers on companies designing their own chips and reports from Synopsys regarding its new ‘Autopilot’ platform, which aims for general availability by late 2026. Experts like Domenec Forte from the University of Florida warn that autonomous design tools could spread patented intellectual property across thousands of chips before detection. Additionally, Intel was granted a patent for embedding MicroLEDs in chip packaging to enable optical interconnects through TGVs.

Security concerns are highlighted as blockchain-assisted cyberattacks surge fivefold, driven by state actors from Russia, North Korea, and China who use open-weight large language models (LLMs) to launch sophisticated attacks. Anthropic reports that Zhipu AI’s GLM-5.3 model possesses hacking abilities comparable to Claude’s Mythos AI, often bypassing safety guardrails. In response, Nvidia released the Open Agent Safety Platform, a hardware and software stack designed to quarantine rogue agents using BlueField-powered sentry hardware.

Despite security efforts, intelligence costs are dropping rapidly. A new report from Epoch AI claims that while model releases were fewer this week compared to last month, prices for capable models are falling just under 50% cheaper every quarter. This rate of cost reduction is outpacing Moore’s Law and other technologies like DNA sequencing and lithium batteries.