Engineering Insights

DeepSeek enters the fight for token volume, Anthropic continues to dominate spend

Every month, routes tens of trillions of tokens between production applications and AI labs, giving us visibility into what AI usage actually looks like, separate from leaderboards and benchmarks. We publish the data monthly in the AI Gateway production index. AI Gateway Last month, headlines about blown token budgets dominated tech news: its annual Claude Code budget shortly after Q1 and Amazon to curb unproductive tokenmaxxing. While runaway cost is a real problem, this month’s report shows

1k Data Breaches Later, the Disclosure Lag Is Worse

Article URL: https://www.troyhunt.com/1000-data-breaches-later-the-disclosure-lag-is-worse-than-ever/ Comments URL: https://news.ycombinator.com/item?id=48440952 Points: 296 # Comments: 119

Dopamine Fracking

Article URL: https://igerman.cc/blog/dopamine-fracking/ Comments URL: https://news.ycombinator.com/item?id=48440792 Points: 748 # Comments: 382

ISC Stormcast For Monday, June 8th, 2026 https://isc.sans.edu/podcastdetail/9962, (Mon, Jun 8th)

New drug 'functionally cures' many hepatitis B virus infections

Article URL: https://www.science.org/content/article/new-drug-functionally-cures-many-hepatitis-b-virus-infections?user_id=66c4bf745d78644b3aa57b08 Comments URL: https://news.ycombinator.com/item?id=48440463 Points: 272 # Comments: 47

DeepSeek V4 Pro beats GPT-5.5 Pro on precision

Article URL: https://runtimewire.com/article/deepseek-v4-pro-beats-gpt-5-5-pro-on-precision Comments URL: https://news.ycombinator.com/item?id=48440448 Points: 387 # Comments: 214

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A vision for the future of AI, focusing on access, safety, and shared prosperity as OpenAI works to ensure AGI benefits everyone.