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It was my honor and privilege to be chosen to manage the Harris County Little League B-Ball All-Star team these past few weeks. This past Saturday, it ended with us winning the championship. I love baseball.
💯
Interesting observation. The Brewers (almost without exception), seemed to stay within the team colors for all their added gear.
There’s a reason it’s called a UNIFORM. In baseball, your cleats, batting gloves, sliding mitts, elbow guards, and sleeves should reflect your TEAM colors, not draw attention to yourself.
The name on the front matters more than the name on the back.
Look like a team. Play like a team. Win as a team.
WE over ME.
This is actually a very solid take on $GOOG.
As someone who has personally spent $500k / mo+ on Google Ads for years, I can tell you with certainty:
This revenue growth in Search is artificial & extremely unhealthy for Google’s business long term
Search volumes are declining as legacy search is being increasingly cannibalized by non-monetized LLM queries
Google’s response?
Manufacture revenue growth via short-sighted, highly extractive, customer-hostile tactics. I.e. charge advertisers more for lower quality clicks, including clicks they do not want and explicitly did not approve Google to charge them for
A few examples to illustrate:
For all of its history until recently, Google operated on a 2nd price auction model
I.e. if you bid $5 CPC and the next highest bidder bids $1 CPC, Google charged you $1.01 for the click (one penny more than the 2nd highest bidder) rather than the $5 you bid
This was a genius move by Google early on as it incentivizes advertisers to input their true maximum willingness to pay rather than trying to play the game of bidding low and constantly adjusting to try to stay just ahead of the next highest bidder while still not paying too much
However recently, Google silently deprecated the 2nd price auction and began charging advertisers as much as their bid and budget caps allow, regardless of what anyone else is bidding
It’s a short-sighted cash grab at the expense of the long term health of the advertiser ecosystem
Making thing worse, Google also recently nerfed keyword targeting precision
Google previously had precise keyword targeting settings that allowed advertisers pick individual search phrases to bid on, defined down to the character w/ exact match or phrase match targeting
This was one of the core features that made search advertising magic, enabling advertisers to run extremely precise campaigns based on exactly what their target customer typed
But now, even if you bid on a specific term or phrase using the strictest exact
-match targeting settings, Google will show your ad across 1000’s of unrelated keywords, labeling them as as “exact match (close variant)”
The definition of “close variant” means whatever they want it to and changes constantly. The result is advertisers get billed for clicks that are totally irrelevant to their business and that their targeting settings explicitly forbid Google from targeting. Google does it anyway and there’s no ability to turn this off
So now exact match is broad match, and broad match is just meaningless spam
This is all very bad for advertisers, but for Google, it allows them to show your ad and bill you for clicks across 1000x more searches that were previously going unmonetized (mainly because they’re garbage queries no one wants)
This is how you grow revenue atop declining search volumes
Lastly, and perhaps most egregiously, Google quietly stopped respecting budget caps by a factor of 2x. For example campaigns we’ve been running for years with $1000 daily budget caps suddenly began spending $2000+ per day
And the extra spend is entirely on the garbage keywords Google arbitrarily throws in as “exact match (close variants)” which have no value to our business, but can’t be turned off
Google offers no refunds nor any recourse for overspend or spend on keywords you explicitly did not target
These are not the actions of a healthy business. These are the actions of company whose core business is in decline but desperately needs to pump quarterly earnings so Wall Street will continue to fund insane capex while hopefully looking through their rapidly deteriorating negative free cash flow
Google operated a benevolent monopoly for the better part of 25 yrs
Meaning the value Google captured from Search was but a small fraction of the value it created, and that spread produced a potential energy that justified expectations of high earnings growth far, far into the future
This is now no longer the case
At the alter of AI capex, Google is sacrificing the golden goose
Joshua Orlich, CPA retweeted
My 13 year old has a friend over and I told them to please quiet down because the baby is sleeping and he (friend) told me to shut up?? My kids all froze and my son looked at him like wtf?? And my husband who was on a call in his office was like, "Joe, I need to call you back." They're now on a walk discussing respect, kid was still smirking until my husband walked out and told him to get his shoes because they were going to go have a talk. Weird afternoon.
Joshua Orlich, CPA retweeted
One of the biggest risks of working with AI is how convincingly wrong it can be.
I think majority of us that are using AI have experienced this first hand.
And that's precisely what makes it dangerous.
One question I get asked frequently is: "What do you do to make sure it's right?"
One of the ways I address this is through something called adversarial review.
Here's how I approach it.
1. Bring in a fresh set of eyes.
Let's say I've been using Claude to build an application/workpaper/whatever.
Rather than asking Claude to review its own work, I'll bring in Codex.
A different model with a completely separate context window. One that has not had any involvement in the original development process.
I'll give Codex access to the codebase/folder/docs/etc.., explain what the application is supposed to accomplish, and ask it to critically evaluate the work.
The objective isn't to validate Claude's decisions.
It's to identify what Claude might have missed or gotten wrong.
2. Make the review adversarial.
I don't simply ask the reviewing agent to "check the work."
I explicitly instruct it to challenge the work.
Look for bugs. Question assumptions. Check for bad formulas. Identify logical inconsistencies, security vulnerabilities, unsupported conclusions, and opportunities for improvement.
And importantly, support the findings with evidence.
I'm not looking for reassurance here. I want constructive criticism.
3. Sometimes I'll use multiple reviewers.
For more complex projects, I'll have several agents independently review the same work.
Different models can identify different issues, and independent reviews help reduce the likelihood that something important gets overlooked.
But this introduces another challenge.
Now I've got multiple lengthy reviews, often containing overlapping findings, conflicting recommendations, and false positives.
Which brings me to the next step.
4. Introduce a judge.
Rather than manually working through every finding from every reviewer, I'll sometimes introduce another AI agent whose responsibility is to evaluate and consolidate the reviews.
Its job is to identify duplicate findings, highlight disagreements, prioritize concerns, and produce a single actionable report (preferably in a visual that is easy to digest).
The judge is meant to be impartial. It's purpose is to organize and evaluate the findings, not rule on what's true.
5. Send the findings back to the original agent.
I'll give the consolidated report back to the original Claude thread that was doing the original work.
I tell it to review the report, which was done on it's work, investigate the findings, challenge anything it believes is incorrect, and address legitimate issues.
Sometimes I'll repeat the process.
And for consequential work, I still verify important conclusions against actual evidence, source documents, or test results.
The goal isn't to eliminate my judgment.
It's to make my judgment more effective and easier to validate.
As AI becomes increasingly capable, I think we need to spend less time thinking exclusively about how to get AI to produce better outputs and more time thinking about how to evaluate those outputs.
This is particularly relevant to us accountants.
Independent review, professional skepticism, and risk-based testing are concepts we've understood for decades.
We're simply applying those same principles to a new way of working.
When you have to attempt to convince your viewers at least 15x in a 20-minute clip that you’re being honest… the sheep costume is wearing a little thin.
youtu.be/2JVS-0hC_hE?is=EkeD…
Joshua Orlich, CPA retweeted
This is literally a current Major League Baseball player on the Los Angeles Dodgers calling out the MLB for their horrific commercials. Do something about it @MLB
Can we please get the soft porn ads off playoff broadcasts, TBS, Fox, NBC, @MLB? My son wants to watch baseball with Dada, but how do I justify that when a half-naked women could come on screen anytime?? This is America’s Pastime. Parents shouldn’t have to worry about this.
Joshua Orlich, CPA retweeted
Dear @MLBONFOX,
Please stop airing sexual commercial content.
Sincerely,
Everyone trying to watch baseball with their kids
Joshua Orlich, CPA retweeted
When they tell you sports gambling is harmless: no it isn't. Nicole Noren on why she left ESPN.
An important and poignant perspective on ESPN's embrace of sports gambling
cjr.org/the-interview/nicole…
Can we please get the soft porn ads off playoff broadcasts, TBS, Fox, NBC, @MLB? My son wants to watch baseball with Dada, but how do I justify that when a half-naked women could come on screen anytime?? This is America’s Pastime. Parents shouldn’t have to worry about this.
Hey @MLB - wanna get more kids watching baseball?
Maybe start with the commercials.
Watching the playoffs tonight with my kids and here's the rundown:
- Megan Fox selling ED pills in a red bodysuit
- The scariest movie trailer you've ever seen
- Sydney Sweeney in zero clothes promoting betting on sports
Leagues can't figure out why kids don't watch.
You don't need a Nickelodeon game. You're not the Savannah Bananas.
Just show baseball in a way I can leave on in my house.
Divorce is the death of a family.
Your children instantly lose 50% of your time, often their house, every tradition, and even their past, as memories that involved both of you become increasingly unsafe to share around your new partners.
In its place, they don't get two homes and two Christmases. They get awkward third spaces. Forever, even into the room where you take your final breath, they're left unsure how to negotiate the blending of outsiders into what was once their intact, perfect family.
Sometimes this destruction is forced on you by a spouse's betrayal, or required to keep your children safe. But when it is chosen because the two adults just fell out of love, it is wrong.
Divorce is an enemy that should be fought, never welcomed, never celebrated.
Adults may drift apart.
The children are torn apart.
My wife and I decided to get a divorce.
There were no fights, just two adults who realised they drifted apart from each other.
This is probably the hardest thing I had to go through.
First of all, telling our girls...seeing them so sad was heartbreaking. But we are still a team as parents and will do everything for them!
Also we have to sell our house, the house I wanted to live in forever and raise my kids in...
Going back to a smaller appartment will be rough.
I still have a lot of to handle, that's why I wasn't active here on X.
I'm really grateful for all the people who reached out and asked where I was 🙏🏼
This women will always be a part of my life, she gifted me with two perfect daughters.
I wish her all the best, great memories were made in those years!
I'll be back soon. Thank you everyone 🙏🏼
Joshua Orlich, CPA retweeted
Hey @MLB - wanna get more kids watching baseball?
Maybe start with the commercials.
Watching the playoffs tonight with my kids and here's the rundown:
- Megan Fox selling ED pills in a red bodysuit
- The scariest movie trailer you've ever seen
- Sydney Sweeney in zero clothes promoting betting on sports
Leagues can't figure out why kids don't watch.
You don't need a Nickelodeon game. You're not the Savannah Bananas.
Just show baseball in a way I can leave on in my house.
Joshua Orlich, CPA retweeted
Hey @MLB - wanna get more kids watching baseball?
Maybe start with the commercials.
Watching the playoffs tonight with my kids and here's the rundown:
- Megan Fox selling ED pills in a red bodysuit
- The scariest movie trailer you've ever seen
- Sydney Sweeney in zero clothes promoting betting on sports
Leagues can't figure out why kids don't watch.
You don't need a Nickelodeon game. You're not the Savannah Bananas.
Just show baseball in a way I can leave on in my house.
Joshua Orlich, CPA retweeted
Drawing on family stories, Columbus-born journalist authors book about Tom’s Foods ledger-enquirer.com/news/bus…












































