According to @gdb, any task that frontier AI can partially accomplish today will likely be performed reliably within one year, setting a concrete 12-month capability timeline for planning and execution. Source: Greg Brockman, Twitter, Nov 6, 2025, https://twitter.com/gdb/status/1986269247920631883. For trading, this one-year horizon offers a clear schedule to track AI catalysts, helping market participants align entries, exits, and risk with reliability milestones instead of open-ended narratives. Source: Greg Brockman, Twitter, Nov 6, 2025, https://twitter.com/gdb/status/1986269247920631883. Crypto market impact: AI-linked cryptocurrencies and infrastructure plays can be monitored against the next 12 months in domains where models already show partial capability, using this timeline to structure watchlists and validate progress via real product releases. Source: Greg Brockman, Twitter, Nov 6, 2025, https://twitter.com/gdb/status/1986269247920631883. This statement is a forward-looking view and not a guarantee; traders should anchor decisions to observed reliability gains and measurable outputs over the stated period. Source: Greg Brockman, Twitter, Nov 6, 2025, https://twitter.com/gdb/status/1986269247920631883.

According to @demishassabis, he discussed weeks of relentless shipping, new capabilities now possible with Genie 3, and how the Kaggle Game Arena will help progress toward AGI during a conversation with @OfficialLoganK (source: @demishassabis on X, Aug 11, 2025). The post highlights active product momentum and AGI-oriented tooling but does not disclose specific timelines or metrics (source: @demishassabis on X, Aug 11, 2025).