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OpenAI reveals GPT-Red and US heat pump uptake rises

Source: MIT Technology Review Source published: 16 Jul 2026 NadiAI generated: 16 Jul 2026

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AI audio in English, based on the NadiAI brief and original source.

Brief

OpenAI has developed GPT-Red, an internal ‘LLM super-hacker’ used as a sparring partner to probe and improve the safety of its models. Separately, the US is seeing increased adoption of heat pumps, reflecting shifts in home heating technology and policy incentives.

Why It Matters

GPT-Red shows firms are investing in adversarial testing to reduce AI risks, while more heat pumps signal a move toward cleaner household heating.

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