“Write a parser to find a second author”? How compact can that be?

Commenting on https://x.com/_jasonwei/status/1910398763476320422 RichardKCollin2 wrote: Used as a search engine, full LLM queries are inefficient. The AI could write the web scraper and run it – if precise, more intelligent parts can be embedded. “find a cat”, “look for second author from _” – in ordinary programs as needed. “embedded AI algorithms for coding”.  
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and several failed “developed” countries who can barely feed their people fairly.

A Human Engineer Was Left to Die on an Alien Station—Instead, He Rebuilt It Better Than Ever | HFY https://www.youtube.com/watch?v=j0HTvKAbw0U You have described the state of computing and bureaucracies on earth almost perfectly. I am trying to fix that with the Internet Foundation. I liked your reference to transparent aluminum. I wish I could assign
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10,000 Rocket parts and failures

Do not forget the 2.8 Billion humans not on the Internet. and millions with degrees world wide now with no jobs, scrambling to survive for the benefit of a few thousands of billionaires. 100s of million underemployed.   Grok DeeperSearch took 6m 31s and 183 sources to generate a reply that does give precise results.
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When you ask the right questions, you get the right answers. When you ask good questions, you get good answers.

Human Engineers Solved the Galaxy’s Oldest Mystery in Minutes | HFY Adventure| HFY | Sci-Fi https://www.youtube.com/watch?v=epSJ961xZ4o When you ask the right questions, you get the right answers. When you ask good questions, you get good answers. When you ask “A”, hopefully you get everything related to A. The Captured Earth’s Woman Showed No Fear, And
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And a very high probability that extra-planetary aliens are not that far off.

Alien Doctors Panicked Over a Rare Condition Until a Human Diagnosed It Instantly | HFY Sci-Fi Story https://www.youtube.com/watch?v=YyJLz4LTDwI 8.2 Billion humans, 8.2 billion unique environments and lives. 5.4 Billion humans on the Internet, and a teeming and chaotic nursery starting to produce the first AIs with eternal, fairly complete open shared memories. And a very
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Civilizations live and die based on memory, flows and properties of the gravitational potential

Richard Collins wrote:  I have lived a life like Forrest Gump, always in the background doing things where famous people and events converge. At the US Federal Transit Administration I got to see how the maglev and all their projects and initiatives were designed and handled. It was systemically rotten – the system forgetting what
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Review Internet Footprint of “Alliance for Responsible Citizenship”

Review Internet Footprint of “Alliance for Responsible Citizenship” Too scattered, too diffuse, much talk, too many leaders, little verified action, no clear community, no Team?   (“Alliance for Responsible Citizenship”) 36.5 Million entries   (site:arcforum.com) 274 entries   (“Alliance for Responsible Citizenship” “values”) 123,000 entries   (“Alliance for Responsible Citizenship” “mission”) 1.03 Million   (“Alliance
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When humans began to explore their Heliosphere

Every Alien Believed the Human Was Helpless, Until Combat Training Began https://www.youtube.com/watch?v=3fVJgqXwJOA If you go back to when Humans were just starting to go off their planet (now) and very diverse groups were learning to cooperate across age groups, languages, philosophies, skills and ways of life – all tackling faster than light communication, gravitational engineering,
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