Forecasting AI, Harnesses, Applications, and Tools in 3–6 Months

November 2026 and Feb 2027 projections by extrapolating the recent doubling rates. Doubling times are taking ~4 months for the amount of human work time AI can perform. Another ~1.5–2× (3 months) to ~2–4× (6 months) increase in effective time horizon is a reasonable baseline expectation if trends hold. This points toward reliable multi-day (or …

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Elon Claims SpaceXAI Grok 4.7 Will Surpass All Current Models

Cognition Labs reports Grok 4.6 (available in Devin) is a significant improvement over 4.5, surpassing GPT-5.6 Sol while trailing only Opus 5 and Fable 5. Grok 4.6 (the 1.5T-parameter model with improved supervised fine-tuning and reinforcement learning) launched and is competitive at the frontier. Grok 4.7 is the larger ~2.1T-parameter model. Initial training is complete. …

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Improving the Economics of Agent Swarms and Scaling from 1000 Commits per Hour to 1000 Commits per Second

Cursor has run experiments to test the limits of scaling agents to cooperate toward a goal. Their hypothesis is they can unlock a new tier of task scale and complexity. They are looking to speed up by thousands of times from 1000 commits per hour to 1000 commits per second. Tools like Git and Cargo …

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Grok Can Now Do Way More With Natural Conversation

The big upgrade is that Grok now controls real car functions through natural conversation. Here’s what you can do Phone Calls & Media “Call John” “Play my workout playlist” “Play something upbeat” Vehicle Controls “Set temperature to 72°” or “Turn on the AC” “Make it cooler” “Open the glovebox” Ask Your Tesla “What’s my current …

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SpaceX Fourth Quarter 2026 Could Show Cashflow Positive

SpaceXAI has a huge fourth quarter in 2026. It will most be revealed in the November, 2026 earning call. Google’s $920M/month lease hits its full rate on October 1. Anthropic and Reflection are already paying. For the first time, three signed compute contracts run at full freight in the same quarter, against a facility whose …

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SpaceXAI Releases Grok 4.5 and It is Better than Open 4.8 on Software Benchmark

SpaceXAI Grok 4.5 is built for real-world engineering. It excels in large codebases and handles long-running tasks that span multiple repositories, hundreds of skills, and a variety of tools. Grok 4.5 is efficient and fast. It uses half as many tokens per task, delivers higher tokens per second, and costs less than half as much …

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