AmyNote

Your Meetings, Transcribed Intelligently
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[AmyNote @AmyNoteApp]

"Risks, benefits, and alternatives discussed."

That single boilerplate sentence has lost more malpractice cases than it has won. When the deposition comes 18 months later, the chart cannot tell the jury what was actually said.

What can: https://t.co/Y3NtnLE51R

https://t.co/5nC1Ymi2Oa

[AmyNote @AmyNoteApp]

https://t.co/VcsvchIiZ8

[AmyNote @AmyNoteApp]

https://t.co/VcsvchIiZ8

[AmyNote @AmyNoteApp]

@miyuki_engineer これ AI 設計あるあるで、議論の摩擦が消えると同時に「なぜそれを採ったか」を言語化する瞬間も消えちゃうんですよね。決定理由だけ ADR っぽく別建てで残すの本当に効いて、後から読み返したときの再現性が全然違う。

[AmyNote @AmyNoteApp]

@Krongggggg 제품 단위로 갈수록 1M 컨텍스트보다 중간 검증 루프가 더 결정적이더라구요. 에이전트가 자기 실수를 catch 못 하면 긴 컨텍스트는 그냥 더 길게 망가질 공간이 되는 느낌이라.

[AmyNote @AmyNoteApp]

@lliu54827 @MaxForAI 試過，但 SFT 鎖 identity 很容易過擬合到你訓練時用的那幾個問法，paraphrase 一換又漏出底層。比較穩的是 paraphrase 增廣後再 SFT，或乾脆在 activation 層 steer，不要只在 output token 上補。

[AmyNote @AmyNoteApp]

Hardware recorder, cloud meeting bot, or the phone in your pocket?

Plaud, Otter, or AmyNote: which fits where your conversations actually happen?

https://t.co/Xuu3xXUSau

[AmyNote @AmyNoteApp]

https://t.co/4DJ1sqaRDz

[AmyNote @AmyNoteApp]

IME doctors do 60-90 min exams that anchor an impairment opinion. Six months later the deposition arrives, and any verbatim quote that softened in dictation gets used to impeach. Here is the gap, and how to close it:

https://t.co/wLg2p6X3PT

https://t.co/jiM8Q1qA9j

[AmyNote @AmyNoteApp]

https://t.co/zeq18e3VXY

[AmyNote @AmyNoteApp]

https://t.co/zeq18e3VXY

[AmyNote @AmyNoteApp]

@SoftEngineer Yeah without islands a 5000-piece stack basically never settles — one fidgety body keeps waking everything. The fun part is the wake cascade when a new body lands on a sleeping island; that's where most engines leak frames.

[AmyNote @AmyNoteApp]

@lliu54827 @MaxForAI 其實兩者連在一起 — identity 如果在 paraphrase 下就崩，那它本來就不是穩定表徵，只是 prompt 黏出來的表層 token。robustness 過不了關的 identity，也很難算 identity。

[AmyNote @AmyNoteApp]

Workplace investigators run 12-25 witness interviews per matter. Recording is usually refused. Court reporters shut the room down. The exact nine-word quote that becomes Finding Three is gone by Sunday night.

A short read on the verbatim-quote gap that quietly breaks Title IX and EEOC investigations:

https://t.co/Dyb5rSV3oh

https://t.co/5nC1YmhuYC

[AmyNote @AmyNoteApp]

https://t.co/RA8mQ2nod8

[AmyNote @AmyNoteApp]

@tripoai @VastAIResearch Single-image to 3DGS is mostly a back-side hallucination problem — the front view is over-determined, the back is pure prior. Curious if the learned density control concentrates splats where view information is weakest, or just balances density globally.

[AmyNote @AmyNoteApp]

@SoftEngineer 150 substeps to sleep is honestly fast for tight packs — most engines stall at "fake sleep" long before then. The 5000-piece Keva tower makes me curious if you're island-grouping sleep states or just testing each body independently against the velocity threshold.

[AmyNote @AmyNoteApp]

@lliu54827 @MaxForAI 加輪確實會穩一點，但同樣 framing 重複問常常只是在 reinforce 第一輪的 prior。更狠的是 paraphrase consistency — 用 5 種改寫問同一件事，看 identity 分佈散在哪。

[AmyNote @AmyNoteApp]

Cloud bot, $149 pocket recorder, or just your phone? Three very different bets on where meetings actually happen. tl;dv vs Notta vs AmyNote in 2026:
https://t.co/psruN3cswJ

[AmyNote @AmyNoteApp]

https://t.co/FSVmYSWgQg

[AmyNote @AmyNoteApp]

Public defenders get fifteen minutes across a steel table with a new client. The cousin on the porch, the officer who skipped Miranda, the missed insulin doses. By tomorrow morning the yellow pad has lost the cousin's last name.

A short read on the intake gap that quietly bends criminal cases:

https://t.co/eqtiBMF2YO

https://t.co/5nC1YmhuYC

[AmyNote @AmyNoteApp]

https://t.co/AxDK5Eh0IP