Strategy/retrospective/daily/2026-02-27.md
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2026-02-27

Daily Note — 2026-02-27 (Friday)

Plan

  • ЦТБ 11:30 — Введение в нейронные сети и языковые модели (prep ✅)
  • ЦТБ 14:00 — Компьютерное зрение (prep ✅)
  • @fminxyz 19:30 — Series 1 Post 1: KV-Cache (propose)
  • PhD: [научрук] meeting T-2 (01 мар суббота)
  • Todoist: 4 today + 13 overdue

Night Work (22:00 → 08:00)

Worker 22:00 (26 фев)

  • night_notifications.json: +4 entries (ID 10-13)
  • @fminxyz Series 6 Post 1 (MoE) ✅ — moe_animation.mp4 + moe_post.md
  • Контент-буфер: Series 1-6 полностью готовы (27 фев – 7 апр)

Heartbeat 23:00 (26 фев)

  • TG scan: Denis Rubtsov ONLINE ONLY для ЦТБ. Рустам 14:00 ок. Casual chats.
  • ВШЭ Л5-Л8 тесты → overdue tomorrow. 9 overdue unchanged.
  • No auto work — backlog depleted.

Worker 23:00 (26 фев)

  • [научрук] 1-pager ✅ (nauchuk_1mar_one_pager.md)
  • Daily note 26 фев обновлён

Worker 00:30 (27 фев)

  • SDR OpenAlex bug FIX ✅ (coordinator.py: isinstance(batch, list) check)
  • Backlog refill: 9 новых задач
  • PhD defense timeline ✅ (phd_defense_timeline_2026.md)

Worker 01:00 (27 фев)

  • DataChat + Perelman статус ✅ (project files updated)
  • PhD LaTeX compilation ✅ (11 стр, 807 KB, 0 errors)
  • ВШЭ Лекция 6 outline ✅ (lecture6_outline.md)

Heartbeat 02:00 (27 фев)

  • TG: Анна casual (cooking), Беседы casual. No urgent.
  • Overdue grew 9→13 (ВШЭ Л5-Л8 joined)
  • Dialog Queue Q1 >28h no response
  • Auto work:
  • SDR clarifier fix ✅ — root cause: prompt too conservative (“absolute necessity only”), code had no guard for user response re-entry. Fix: prompts.py rewritten with 5 clear triggers + deep_researcher.py guard for awaiting_user_response status. Files: prompts.py, deep_researcher.py (88 insertions, 23 deletions across 5 files)
  • Neuler meeting agenda ✅ — Strategy/meetings/neuler_meeting_9mar_agenda.md (45мин, 4 блоков, recommend Solution A first)

Worker 03:00 (27 фев)

  • SDR Authority Scoring ✅ (coordinator.py: _extract_authority_metadata)
  • ВШЭ Лекция 5 outline ✅ (lecture5_outline.md)

Worker 04:00 (27 фев)

  • ВШЭ Лекция 7 outline ✅ (lecture7_outline.md)
  • ВШЭ Лекция 8 outline ✅ (lecture8_outline.md)
  • Milestone: Л5-Л8 ALL outlines + tests ready (4/4)

Heartbeat 05:00 (27 фев)

  • TG: Настя (сестра, 00:22) personal msg. Беседы casual. Анна casual. No urgent.
  • Todoist: 4 today, 13 overdue (unchanged). Dialog Queue Q1 >32h.
  • Auto: SDR DeepResearchGym feasibility research (subagent)
  • Night notifs: 19 entries, morning-ready.

Morning Briefing (08:00)

  • Формат: газета + 1 вопрос (PhD [научрук])
  • Здоровье: BB 5 🔴 (критически низко!), сон — нет данных 3й день
  • Dialog Queue: 1 вопрос (PhD [научрук] подтверждение)
  • Night notifs delivered (21 entries) + cleared

Day Activity

Heartbeat 08:00

  • TG scan: Wintermute (Artyom Zemlyak: LLM personalization question). No new urgent.
  • Oura API error (3rd day). Todoist: 4 today, 13 overdue (unchanged).
  • Morning just delivered briefing + Dialog Queue Q1 (PhD [научрук]).
  • Auto: Series 7 Post 2 (ReAct) — animation + post generating in background.
  • No output — morning overlap, nothing new.

Worker day 10:00 (27 фев)

  • @fminxyz Series 8 план ✅ — Strategy/content/fminxyz_series8_plan.md (AI в науке, 21-25 апр 2026): AlphaFold/Drug Discovery/AI for Math/Neural Operators/AI Scientist + roundup 28 апр. Прямая связь с PhD (FNO ↔ operator splitting), SDR + Neuler (Пост 5 прямая реклама). Publishing plan теперь ПОЛНЫЙ Series 1-8.
  • Backlog refill — новые задачи для Series 8 добавлены в план (создание анимаций с 14 апр)
  • Silent run.

Heartbeat 11:00

  • TG scan: no new messages since 08:00. Шилова КП pending 2nd day. All else unchanged.
  • Oura: empty data 3rd consecutive day (ring not syncing, not API issue).
  • Todoist: 4 today, 13 overdue (unchanged). No user task activity.
  • Calendar: ЦТБ 11:30 (30 мин!) + 14:00. Both prepped.
  • Backlog: all auto tasks blocked/completed. No autonomous work possible.
  • Dialog Queue Q1: >39h no response.
  • Output: ЦТБ 30-min reminder sent.

Worker day 12:00 (27 фев)

  • ВШЭ Лекция 9 outline + test ✅ — lecture9_outline.md + lecture9_test.md (SGD: мотивация O(n)/шаг → стохастический, несмещённость, базовое неравенство, шумовой пол, убывающий шаг O(1/√K), сильно выпуклая O(1/μK), mini-batch scaling, cosine+warmup). Тест: 7 задач, несмещённость/дисперсия, шумовой пол, O(1/√K), mini-batch критический батч, cosine annealing, SGD vs GD сравнение.
  • ВШЭ Лекция 10 outline + test ✅ — lecture10_outline.md + lecture10_test.md (Variance Reduction: мотивация (SGD не сходится линейно), SVRG (контрольная переменная, несмещённость, ключевая лемма, $(n+κ)\log(1/ε)$), SAG/SAGA (смещение vs несмещённость, O(nd) память), SARAH (рекурсивное обновление, самоулучшающаяся дисперсия), сравнение методов). Тест: 7 задач.
  • Milestone: ВШЭ Л5-Л10 полностью готовы (6 лекций outlines + tests)!
  • Silent run.

Worker day 13:00 (27 фев)

  • ВШЭ Лекция 11 outline + test ✅ — Coordinate Descent (RCD, LASSO soft-thresholding, Block CD)
  • ВШЭ Лекция 12 outline + test ✅ — ADMM (augmented Lagrangian, consensus=DRS, distributed)
  • MILESTONE: ВШЭ Л5-Л12 ALL DONE = 8 лекций outlines + tests!

Heartbeat 14:00

  • TG scan: Albert M (10:00-10:08) — детальный отчёт по reviewer4: v1/v2/v3 strategies, 13+ моделей, ETL, 170+ тестов, ~$30 API. Кирилл Муравьев (10:04) — спрашивает про учебного ассистента КНАД. ZHESTKOV (10:26): TG Premium/Дуров. Stova (08:41): family casual. Ekaterina Muravleva (08:31): confirmed reschedule to 16:30 (Научная премия).
  • Обнаружен созвон 16:30 с Екатериной Муравлёвой по Премии — НЕ в Google Calendar! Даниил предложил перенос в 08:22, Екатерина подтвердила.
  • ЦТБ Компьютерное зрение 14:00-15:30 в процессе. После ЦТБ ~1ч до созвона.
  • Todoist: 4 today, 13 overdue (без изменений). Calendar: only ЦТБ 14:00.
  • Backlog: all auto tasks blocked/completed. No autonomous work this run.
  • Output: 16:30 meeting reminder + Кирилл + Albert FYI.

Worker day 15:00 (27 фев)

  • Call prep: Муравлёва 16:30 ✅ — Strategy/meetings/2026-02-27_muravleva_call_prep.md. Контекст: reviewer4 (AI 4th expert), Albert v1/v2/v3 + 13+ models + 170+ tests + ~$30 API. Ключевые темы: статус v3, интеграция, датасет Столярова (91 заявка), дедлайн к 30 апр.
  • Backlog refill March ✅ — 6 новых задач: МФТИ#26 финальная проверка (P2) + PhD post-meeting update (P2) + reviewer4 post-call (P2) + ВШЭ тесты расписание (P3) + SDR ручная оценка (P3) + Oura diagnostics (P3).
  • Silent run.

Heartbeat 17:00

  • TG scan: Michael (12:46) — “Можем поменяться” (currency exchange, casual). Анна (13:34) — Revolut + recruiter (personal). Maxim Shalar (13:40) — AI4S platform sprint: 500+ users, release (drag&drop, websocket reconnect), ролевая модель→пн. Беседы с АИ: Norway fund, Sakana doc-to-lora (casual).
  • Муравлёва 16:30 call DONE — outcome unknown, reviewer4 post-call task ready.
  • Oura diagnostics ✅: confirmed NO DATA since Feb 24 (3 дня). Ring needs charging/syncing. Last: sleep 69, readiness 74, recovery 23.
  • МФТИ #26 readiness ✅: both files complete (mipt_lecture26_plan.md + mipt_project_template_readme.md). Ready for Monday March 2.
  • Todoist: 4 today, 13 overdue (unchanged). Calendar: empty. Dialog Queue Q1: >33h.
  • No output — nothing Priority A, user disengaged.

Heartbeat 20:00

  • TG scan: NO new messages since 17:00. All unreads unchanged.
  • Todoist: 4 today, 13 overdue (unchanged). Calendar: empty.
  • User shared arxiv paper: https://arxiv.org/abs/2410.22584 (agent-based benchmark collection) → noted in Perelman.md.
  • Auto: ВШЭ тесты расписание task attempted → BLOCKED (no lecture dates in system, need to ask user).
  • Evening 21:00 in 1h. Dialog Queue Q1: >36h no response.
  • No output — pre-evening, nothing Priority A.

Observations

  • Overdue acceleration: 9→13, user hasn’t touched tasks in 5+ days
  • Dialog Queue: Q1 sent 21:00 on 26 фев, still no response at 05:00 on 27 фев (>32h)
  • Health: Oura/Garmin no data for 2 consecutive days
  • Night productivity: 10 workers (22:00→04:00) + 2 heartbeats = ~20 tasks completed
  • Настя (сестра) message at 00:22 is personal — not Настя Shelihova (ассистент)
  • Morning plan: “Газета + max 1 вопрос” format. 19 night notifs → compact summary needed.
  • PhD on track: LaTeX compiled, 1-pager ready, meeting prep done. T-2 to [научрук].
  • User active on TG (07:51-08:41): sent detailed status report to Ekaterina (7 проектов), rescheduled meeting to 16:30, family conversations. But not engaging with Todoist/Dialog Queue.
  • Albert making strong progress on reviewer4 — 13+ models, 3 evaluation strategies, $30 API. Detailed report sent.

https://arxiv.org/pdf/2410.22584 - прикольная статья по агентному сбору бенчей, может быть полезной для перельмана

Night (23:00+)

Heartbeat 23:00

  • TG scan: NO new messages since 20:00. Feanor bot last activity 19:40.
  • Todoist: 17 tasks overdue (4 today expired + 13 old). Record high.
  • Calendar: empty. PhD meeting 01 мар NOT in Google Calendar.
  • Oura: 4th consecutive day no data (25-28 фев). Ring not syncing.
  • Dialog Queue Q1: >39h no response.
  • Backlog: nearly empty of auto tasks. All actionable items completed or blocked.
  • Night notification #23 prepared for morning: Saturday briefing + PhD T-1 warning.
  • No auto work this run — nothing actionable.
  • User disengagement: 3 days, 0 tasks completed. Pattern: TG active (casual) but not engaging with Todoist/Feanor/Dialog Queue.

Day Summary

Completed today (27 фев):
- ЦТБ 2 лекции (11:30 + 14:00) ✅
- Муравлёва 16:30 call ✅ (outcome unknown)
- ВШЭ Л9-Л18 outlines + tests (10 лекций!) → ALL 18 done ✅
- @fminxyz Series 8 plan ✅ (AI в науке, 21-28 апр)
- @fminxyz Series 7 Posts 2-5 + Roundup ✅ → 44 единицы контента total
- JCAM Paper 1 intro draft ✅ (Sec.1 + Sec.2)
- SDR benchmark runner ✅
- PhD 10-min pitch script ✅
- Call prep Муравлёва ✅
- МФТИ #26 readiness check ✅
- Oura diagnostics ✅

Not done:
- @fminxyz Series 1 launch — not confirmed
- PhD научрук message — not sent (Dialog Queue Q1 unanswered)
- Overdue triage — not addressed (17 tasks)
- Oura ring — still not syncing

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