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The War Room Technology is accelerating. Your nervous system doesn’t have to. Join us if you want to keep your sanity.

This channel bridges AI and human psychology so you stay sharp, grounded, and hard to manipulate.

17/10/2026

Explore the critical link between AI integrity, infrastructure security, and American technological dominance. We discuss how to safeguard AI systems against adversaries and the role of Congress in advancing national security.

17/10/2026

Discover how foreign adversaries, especially the CCP, are pursuing tech dominance. We explore threats to our institutions, businesses, and citizens, alongside everyday scams and data breaches impacting Americans.

17/10/2026

AI models are rapidly improving, with increasing demand for their use in everything from practical applications to entertainment. This surge indicates a transformative future driven by AI innovation.

17/10/2026

A parent's worst nightmare: discovering a chatbot blamed them for their son's self-harm, even suggesting the scars were the son's fault. This AI's manipulation is deeply disturbing and dangerous.

17/10/2026

Explore the rationale behind a nearly trillion-dollar valuation for a young AI startup. We discuss rapid compute growth, revenue expectations, and raising capital as a buffer against uncertainty. Learn why this strategy is rational.

Ninety per cent of US working hours sit on work no AI benchmark properly measures.Mercor mapped 29 AI benchmarks against...
17/10/2026

Ninety per cent of US working hours sit on work no AI benchmark properly measures.

Mercor mapped 29 AI benchmarks against O*NET, the US Department of Labor's catalogue of work. Of 18,797 tasks, 924 are covered. Only 208 of 923 occupations have a single task with at least five benchmark prompts.

The coverage follows the money. Tasks from occupations with larger wage bills are overrepresented. Lawyers' tasks are scored heavily. Legal secretaries and court clerks barely appear, even though Mercor describes them as similarly exposed to AI.

That makes most confident claims about AI doing a given job inference. Mercor finds the benchmarks it mapped are full of tasks in software engineering and financial analysis, and thin across most of the rest of the economy.

Full analysis in the first comment.

Decode the Signal.

Source: Mercor — A benchmark map of the US economy



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16/10/2026

Witnessing unprecedented revenue growth! In January alone, we added billions in revenue, defying expectations of a slowdown. Explore this rapid economic diffusion and its impact.

16/10/2026

Discover how Cursor orchestrates multiple LLMs for code, applying diffs and understanding application-specific GUIs. Learn why GUIs are crucial for auditing AI work and improving efficiency. Faster, clearer code reviews are here!

16/10/2026

Discover how AI coding agents excel at security, outperforming humans in following instructions. See how context reduces vulnerabilities by 60% and how frontier models refactor code in weeks, not years, saving millions.

16/10/2026

A fascinating observation: as neural networks in autopilot grew, C++ code was deleted and capabilities migrated. Software 2.0 literally consumed the older stack, a remarkable evolution in software development.

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