u/Feeling_Till_7418

Bought our place in early 2023 with a 30 year fixed. Payment started at $2,183 with taxes and insurance escrowed. This year's escrow analysis landed last week and the new payment is $2,330. I stared at it for a solid minute.

First call to the servicer, the rep just kept saying "your taxes went up." I said I know the taxes, I have the bill right here, it's $52 more per month. Where's the rest. She put me on hold, came back, and said "it's because your taxes increased." I asked for a supervisor. Second rep read the same script almost word for word. Neither offered a breakdown. I hung up angrier than I've been about money in a long time.

So I rebuilt their escrow analysis myself that night. Line by line, month by month, starting from what they collected last year versus what they actually paid out.

The property tax piece was exactly what I thought. Annual bill went up $624, so $52 a month. But my homeowners insurance renewed last spring and I honestly hadn't paid attention to how much it jumped. That was another $410 a year, or $34 a month. So the permanent higher escrow run rate is really $86 a month, not $52.

The remaining piece is a shortage catch up. Because they collected escrow last year based on the old lower tax and insurance numbers, the account fell short by $733.68. They're spreading that over 12 months, which should be $61.14 a month, though my statement shows $61.17 and I have no idea where those last few pennies went. Probably some rounding convention they don't explain.

I kept re checking because $52 and $34 and $61 only comes to $147 if the shortage piece is right. The statement rounded to $147 somehow, not $150, but close enough.

The thing that still burns me is that neither rep could or would separate the permanent increase from the temporary one. If I hadn't done the math myself I would have assumed this $2,330 was my new forever payment. In reality, if taxes and insurance hold steady next year, the shortage gets repaid and the payment should drop back to around $2,269. That's still $86 higher than where I started, which stings, but it's not $147 higher forever.

I used to think escrow was this boring autopilot thing I didn't need to understand. Now I rebuild the analysis every time it comes in. I'm half tempted to just lump sum the shortage so next year's statement isn't another fight, though I don't know if that's actually smart or I'm just still mad.

Our baby is four months next week. Last Tuesday at 3:45am I found my wife standing in the kitchen in pajamas she'd been wearing for two days, holding a bottle, staring at the microwave. She could not remember if she'd taken her prenatal. She knew the baby had fed at 1:15 but could not remember which side, and she knew we were almost out of the vitamin D drops and that the weight check was Friday, but she could not remember her own pill.

I asked what I could do. She stared at me like I'd asked her to solve another problem.

I tried keeping a notebook by the changing table. Lost it under clean onesies by day three. I tried asking her each morning to tell me everything I needed to know. She'd start listing things and trail off, already calculating the next thing. I'd nod and forget half of it. One night I texted her from the nursery to ask when the last feed was. She was asleep. I stood there with a screaming baby and no idea if he was actually hungry or just awake.

The hard part was never the night feeds. The hard part is that the whole baby lived in her head. I could change a diaper but I never knew the current state. I never knew if the last feed was left or right or when. I could never truly take anything over because I never knew where we stood. Every time I asked her to tell me, I was pulling her back into the thing she was trying to step out of.

A couple weekends ago I finally sat down and made us something. Just a shared note we both keep open, nothing special, we both just write in it when something happens. Feed, side, time. Diaper. Meds. That's it. I still forget sometimes. Last Thursday I logged a feed and she had to correct me, said I'd written the wrong time by an hour. Felt like an idiot. But I fix it when she points it out, and I'm trying to check it before I ask her anything.

Last night I got up at 3:45am, looked at the note, saw the last feed, warmed the bottle, handled it start to finish without texting her a single question. Logged it after. This morning she woke up to that feed already there and just said "oh" and went back to sleep for twenty more minutes. I laid there awake next to her and I could hear her breathing differently

All the multi environment agent hype lately got me wondering how much i actually trust one on a real python codebase, not a sandbox. So last week i pointed mine at a legacy service and mostly let it run.

Honestly the glue work was better than i expected. Stubbing argparse, wiring a small etl, chasing an import error across four files, writing test boilerplate. The loop of run script, read traceback, patch the obvious cause, repeat, worked well enough that i stopped watching each step.

The wall was confidence. It would call a function done because the happy path passed and the terminal looked clean, and quietly break on empty input or a None that should never have been None. In python that is exactly where half my bugs live, at the boundaries the happy path never touches. The agent kept treating no traceback as proof of correct, which is not the same thing at all.

What i ended up doing is stop trusting clean output. Now the agent has to check behavior against what the task asked for, not just against the absence of a stack trace. I run that check through verdent but honestly a real test harness catches the same gap, the tool is not the point. Looks done and is done are different things in this language and i had to make that explicit before i let it near anything that ships.

It saved me real time on the boring parts. I would not let it touch the tricky parts unsupervised yet.

Genuine question for anyone writing or supervising reviews. The 2026 multi model study that found only about 26 percent of AI generated academic references are fully correct has been bouncing around my department, and it matches what I am seeing in student drafts. Three quarters of citations coming out of the tools have something wrong, fabricated authors, dead DOIs, papers that do not exist, or real papers that say the opposite of what is claimed.

The problem is not going away by banning the tools, students use them regardless and honestly so do I for the first pass. The problem is that the output looks identical to a real literature review. The formatting is perfect, the synthesis reads well, the citations are formatted in the right style. You cannot tell the fabricated ones from the real ones by reading, because the model produces both in the same voice. The only way to know is to open every single one and check, which defeats most of the time saving.

What I have landed on for my own work, and what I am starting to tell students, is that the verification has to be a separate step done by a different process than the one that drafted. Asking the same model to check its own references is worthless, it confirms its own inventions. I run the draft through a second pass that independently grounds each citation against fresh sources and flags anything that does not resolve or resolves to the wrong paper. I have been using apodex for this because it is built around that separation, the verifier does not see the original reasoning, but the workflow matters. The rule is no citation ships until an independent check confirms it exists and says what we claim.

I would like to hear what others are doing. Are people building this into supervisor workflows, or just telling students not to use AI and pretending that works. Because in my experience the pretending approach means the fabricated citations just get caught at peer review instead of at draft, which is worse for everyone.

The deeper worry is the literature itself. If a chunk of published papers now contain fabricated references, and those get cited by the next round of reviews, the contamination compounds. We are not just fixing student drafts, we are trying to keep the citation graph from rotting from the inside.

Started sending an extra $200 a month toward principal on my 30 year conventional loan last July. Checked the amortization this week and my $285k balance was exactly where it would be with zero extra payments.

Every one of those 11 payments got logged as a prepayment of next month's interest. There's a dropdown buried three screens deep in the servicer portal where you have to select "principal only" or it defaults to future interest. Eleven months, not a single dollar touched principal.

Called them, they agreed to reapply all 11. Two billing cycles to process. The rep said they get this call "a lot." The corrected payments should save about $1,400 in total interest over the life of the loan.

I ordered the Chrono Trigger artbook from a Japanese shop in early April. It is a limited reprint and the shipping estimate for a single book was basically the same as the book itself.

I kept checking the shop for something small to add to the same order and a month later a soundtrack CD went back in stock. It was a small item but dense enough that it did not add much to the shipping cost.

I combined the order through onemall and the consolidated shipping dropped the per-item cost significantly. The artbook is still in processing at the moment but the CD arrived in about eight days.

The soundtrack is the original score, not the arranged orchestral remake. The piano arrangements on the last few tracks are more restrained than the modern remakes and I prefer that.

Hoping the artbook ships soon. I have been flipping through scans online and the layout looks clean.

bought a sealed game watch on yahoo auctions. it arrived in a box smaller than my hand. onemall handled shipping, they packed it in a tiny padded mailer. perfect condition. now its sitting on my desk and im afraid to open it. the seal is pristine. once i open it the value drops. but i want to play it. this is the collectors dilemma. might buy a second one to open. this is how it starts.

I have been trying to get a complete-in-box copy of Shining Force for the Mega Drive for longer than I want to admit. It does not come up often on the usual auction sites and when it does the box is usually water damaged or the manual is missing.

About three months ago I started checking Yahoo Auctions Japan every morning. A few listings popped up but the prices were high or the condition was rough. Then a week ago a listing went up with what looked like a clean box, intact spine card, and a cartridge with no peeling on the label.

I bid through onemall since their customer service was online during the closing hour and helped confirm the seller's shipping note before the auction ended. Everything matched the photos when it arrived. The game boots on first try and the manual is still crisp.

Probably the last big-ticket Genesis title I need for the shelf.