Free Republic
Browse · Search
General/Chat
Topics · Post Article


1 posted on 02/19/2026 7:53:01 AM PST by RoosterRedux
[ Post Reply | Private Reply | View Replies ]


To: All
This article is from the newsletter of Andreessen Horowitz.

Andreessen Horowitz (a16z) is a leading Silicon Valley venture capital firm founded in 2009 by Marc Andreessen and Ben Horowitz. It manages over $90 billion and invests across stages (seed to growth) in tech sectors like AI, bio/healthcare, consumer/enterprise software, crypto, fintech, games, and American dynamism (defense, space, manufacturing). Known for backing transformative companies (e.g., Instagram, GitHub), a16z provides not just capital but also talent networks, policy advocacy, and operator expertise from former founders and executives. Website: a16z.com.

2 posted on 02/19/2026 7:55:56 AM PST by RoosterRedux (“Critical thinking is hard; that’s why most people just jump to conclusions.”—Jung (paraphrased))
[ Post Reply | Private Reply | To 1 | View Replies ]

To: RoosterRedux

Great report, thank you!


3 posted on 02/19/2026 7:56:57 AM PST by Carry_Okie (The tree of liberty needs a rope.)
[ Post Reply | Private Reply | To 1 | View Replies ]

To: RoosterRedux

I saw this firsthand on the rigs. The best company men and drillers had a feel for the formation that bordered on instinct. They could read the mud returns, sense a kick coming, know when something was off before the instruments caught it. That kind of knowledge takes decades to develop and it’s walking out the door.
\———————————
and why is it walking out the door?


5 posted on 02/19/2026 8:01:40 AM PST by PeterPrinciple (Thinking Caps are no longer being issued, but there must be a warehouse full of them somewhere)
[ Post Reply | Private Reply | To 1 | View Replies ]

To: RoosterRedux
Ask any oil and gas executive how much of their workforce’s tribal knowledge is actually documented in any system, and you’ll get a sobering answer: somewhere between 75% and 90% of it lives exclusively in people’s heads. Not in databases, not in manuals, and not in software.

Sounds like a great consulting retirement teaching the AI for somebody who knows a lot.

7 posted on 02/19/2026 8:09:58 AM PST by Carry_Okie (The tree of liberty needs a rope.)
[ Post Reply | Private Reply | To 1 | View Replies ]

To: RoosterRedux

I have had varying interests and have been on location for dozens of horizontal wells, in Oklahoma, North Dakota, and West Texas, And I can say that the technology is incredible. To drill vertically to 12,000 feet, turn and then drill as many as a dozen 2,500’ lateral is awesome. The control room looks like a cockpit of s Moon Shot, and might even be more complicated. The US will never run out of gas and oil, although it will continue to be more expensive.


8 posted on 02/19/2026 8:10:38 AM PST by Eli Kopter (Wherever you are, that is where you are supposed to be...)
[ Post Reply | Private Reply | To 1 | View Replies ]

To: RoosterRedux

This guy seems to be more on the Drilling side rather than Completions. Frac guys have been using machine analytics for awhile now. Same can be said on the Production side as well

He’s right though about the boom bust nature of the business and how it affects personnel.


10 posted on 02/19/2026 8:31:36 AM PST by 03A3 (If we can defund the police, we sure as hell can defund the FBI)
[ Post Reply | Private Reply | To 1 | View Replies ]

To: RoosterRedux

You see the same bimodal distribution of workers in many similar fields. Imagine how many young engineers want to burn coal as a career? All the experienced hands that invented supercritical steam power cycles and grew boiler sizes to 1,200 MW are retiring or have retired. Same with the people that operate and maintain the units. That institutional knowledge is dying or dead.

Why is that? Because we let the ultra-greeniacs get the upper hand and they drove the myth about how CO2 is going to end earth as we know it. The politicians dutifully fell in line and scuttled the oil, gas, coal, and auto industries with their stifling regulations.

The bigger problem is the cyclic nature of humans. Technology continues to grow and advance while political waves come and go. People choose careers based on which way the political winds are blowing when they come of age and graduate from college.

Will the Trump resurrection of domestic manufacturing and the renaissance of gas, oil and coal last? Or will the industries get whipsawed back to being the bad boys the next time “D” wins and election.

My money is on continued whip-sawing such that business planning is difficult to impossible and talented people won’t go near industries that keep getting the lash by government.


14 posted on 02/19/2026 9:07:01 AM PST by ProtectOurFreedom
[ Post Reply | Private Reply | To 1 | View Replies ]

To: RoosterRedux
The only area I'd push back against is this. O&G companies have, for many years, compartmentalized all that data and knowledge into separate, bespoke teams who were often reticent to share the data or help others in the org understand why and what.

It's hard for AI to solve a bad data architecture issue. So yes, many many TB of data. Much of it orphaned and siloed without any context. Only domain experts can turn it into something useful.

15 posted on 02/19/2026 9:33:17 AM PST by Solson (Will anything change fundamentally?)
[ Post Reply | Private Reply | To 1 | View Replies ]

To: RoosterRedux

Directional drilling is what the “Teapot Dome” sandal was all about.


16 posted on 02/19/2026 9:58:55 AM PST by fella ("As it was before Noah so shall it be again," )
[ Post Reply | Private Reply | To 1 | View Replies ]

To: RoosterRedux

Thx for posting.


17 posted on 02/19/2026 9:59:27 AM PST by TexasKamaAina
[ Post Reply | Private Reply | To 1 | View Replies ]

To: y'all

The demand for energy will never go away.
The challenge is keeping it affordable. The 0bama administration killing coal plants has really set things back.


18 posted on 02/19/2026 10:36:32 AM PST by smokingfrog ( sleep with one eye open (<o> --- )
[ Post Reply | Private Reply | To 1 | View Replies ]

To: RoosterRedux

The constant boom/bust cycles is why I got out of it; thankfully I didnt have an entire career tied to it.


19 posted on 02/19/2026 12:04:28 PM PST by Spacetrucker
[ Post Reply | Private Reply | To 1 | View Replies ]

To: RoosterRedux

Hmmmm

Are the Cartels using AI to improve Pot growing and Meth production?


23 posted on 02/19/2026 2:28:40 PM PST by Scrambler Bob (Running Rampant, and not endorsing nonsense; My pronoun is EXIT. And I am generally full of /S)
[ Post Reply | Private Reply | To 1 | View Replies ]

To: RoosterRedux

“Idiocracy” continues to be oracular.


26 posted on 02/19/2026 5:23:53 PM PST by Avoiding_Sulla (')
[ Post Reply | Private Reply | To 1 | View Replies ]

Free Republic
Browse · Search
General/Chat
Topics · Post Article


FreeRepublic, LLC, PO BOX 9771, FRESNO, CA 93794
FreeRepublic.com is powered by software copyright 2000-2008 John Robinson