Michael Chamberlin

[Hedgie @HedgieMarkets]

🦔UC Berkeley's computer science department just posted its worst failure rates in years. 35.3% of CS 10 students got F's in spring 2026, up from under 10% in prior semesters. Professor Dan Garcia says the primary driver is a "vast increase in academic dishonesty" through LLMs. Students use AI to complete assignments, never learn the material, then fail exams. His office hours, once full, are now empty.

My Take
Companies are firing experienced engineers while the pipeline that produces new ones is being gutted by the same technology. Students use AI to bypass the hard part of learning, show up to exams without the understanding, and fail. One professor discovered a student's linear algebra class had an "open AI" policy for homework and exams. That student then couldn't do basic linear algebra in the next course.

Both ends of the workforce are eroding at the same time. Senior engineers are getting cut to fund AI spending. Junior engineers are graduating without the skills because AI did their coursework. And the companies spending trillions on these tools haven't connected those two facts yet.

Hedgie🤗

[Michael Chamberlin @chambo_SF]

Seany!

[Sean Chamberlin @SeanChambo55]

FINALLY! Archie Williams are MCAL Champs. Here is the goal that put it away! What a pass by Devin! @ArchieHS_sports @ArchieHS_sports #marinsoccer @marinij_sports @IRossMIJ

[Sean Chamberlin @SeanChambo55]

Excited to announce that I have committed to play Division 1 soccer at Cal Poly. I want to thank my parents, Marin FC, my coach Ricky Martin, my teammates and everyone at Archie Williams who helped get me here. @Marin_FC @ArchieW_HS @ArchieHS_sports @marinij_sports #marinsoccer

[Sean Chamberlin @SeanChambo55]

Archie vs. Alisal. 1 Goal & 1 Assist in a 5-3 win. Here is the goal. #marinsoccer @marinij_sports

[Marin IJ Sports @marinij_sports]

Preps of the week: San Domenico shines at Red Brown Tournament | via @IRossMIJ #marinhoops #marinsoccer #marinwrestling https://t.co/klPfqdZl4B

[Sean Chamberlin @SeanChambo55]

Archie vs. Acalanes. 2 goals in a 3-2 win. Here is goal #2. Banger! @marinij_sports #marinsoccer

[Sean Chamberlin @SeanChambo55]

1st Game of Season. Archie vs Sonoma Valley. 2 Goals in a 4-0 win. Here is goal #1. #marinsoccer @marinij_sports @IRossMIJ

[Sean Chamberlin @SeanChambo55]

Grateful to be selected to #ECNL First Team NorCal All Conference. Looking forward to getting started again this weekend! LG! @PrepSoccerCA @PrepSoccer @TheSoccerWire @TopDrawerSoccer #ecnlboys #marinFC

[CIF State @CIFState]

🏆⚽ Congratulations to the @ArchieHS_sports Peregrine Falcons - 2025 CIF NorCal Division III Boys Soccer Champions!

@ArchieHS_sports

[Ian Ross @IRossMIJ]

Morrison corner. Chamberlin header. 2-1 Archie. 57’. #marinsoccer

[Michael Chamberlin @chambo_SF]

Sean Chamberlin! Incredible.

[Marin IJ Sports @marinij_sports]

First team all-MCAL selections for #marinsoccer. Chamberlin and Farese the players of the year. Will tack on second team and honorable mentions ...

[Michael Chamberlin @chambo_SF]

Halftime at Granada. Archie 2 - Granada 1.

Sean & Willie with goals.

@marinij_sports @IRossMIJ

[Michael Chamberlin @chambo_SF]

It’s OVER! Archie wins!

[Michael Chamberlin @chambo_SF]

3-2 Archie! Unreal!

[Michael Chamberlin @chambo_SF]

2-2. 25min left.

[Michael Chamberlin @chambo_SF]

@marinij_sports @IRossMIJ Goals by Jackson and Sean!

[Michael Chamberlin @chambo_SF]

Archie 1 - Cardinal Newman 0. Halftime.

@marinij_sports @IRossMIJ

[Michael Chamberlin @chambo_SF]

@marinij_sports @IRossMIJ Archie wins in extra time!!