iri Notes The story so far
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Daily Newsletter — 2026-03-24
Generated: 2026-03-24 07:57 UTC | 82 items | Open rich HTML version --- - Germany's nuclear ambitions signal a deep…
pivot_prd
Enable hardware/firmware engineers to reproduce and debug device failures without physical hardware by capturing a struc…
PIVOT_STRATEGY
Last updated: 2026-03-18 Status: Strategic exploration Authors: Angie (CEO), Hosung (CTO) - We’re pivoting away from…
amazing summary from claude
Okay, now I see the full picture: - Hosung is at Nvidia but his team (display/power) is losing relevance as Nv…
2026-03-17
Hosung's systems depth = moat: - RoboEdge (32) — Optimize AI models to run faster on robot hardware. His Nvidia jo…
2026-03-17-batch-2
- AI agent market: $7.84B (2025) → $52.62B (2030). Startups raised $3.8B in 2024, nearly 3x 2023. - Gartner: 40% of ente…
edge-ai-inference-optimizer
The intersection: AI cost/performance optimization × Hosung's hardware/GPU/power background Not: a cloud API proxy. Not …
2026-03-17-batch-4
This batch properly highlights ideas where Angie (HJ)'s product design, B2B SaaS, user research, frontend development, a…
2026-03-17-batch-3
- Agentic commerce: Gartner predicts AI agents will command $15T in B2B purchases by 2028. McKinsey projects $1T in US B…
2026-03-17-batch-1
- YC W26 batch: 196 companies, 60% AI-focused, 14% physical products, healthcare 10%, legal tech 4%. Demo Day March 24, …
agent-optimizer-6mo-plan
Constraint: 6 months to first revenue Direction: LangGraph agent pipeline cost optimization Target: Companies with $3k+/…
labcast-ai-debugger-PRD
"SSH into your hardware from anywhere, with AI that watches the debug session and tells you what's wrong." --- Embed…
2026-03-17-batch-6
- Hosung (CTO): Ex-Nvidia systems engineer. C++, embedded, power systems. Interested in agentic AI and robotics. Wants s…
2026-03-17-batch-5
This batch is different. Instead of 50 ideas, these are 15 deeply researched ideas at the exact intersection of both fou…
ai-cost-optimization-research
We built an AI proxy / cost optimization MVP and submitted to YC. - YC result: Top 10% — but not selected or interviewed…
routellm-deep-dive
Repo: https://github.com/lm-sys/RouteLLM Paper: ICLR 2025 — "RouteLLM: Learning to Route LLMs with Preference Data" Auth…
remote-hardware-debug-lab-research
Embedded engineers (people who write software for chips inside physical products) are the last engineers who can't work …
remote-hardware-debug-lab-PRD
--- Embedded engineers can't work from home. They write firmware on their laptop, but to test it they need to physic…
2026-03-17-iran-war-day-18
The 2026 Iran war began February 28 when the US and Israel launched surprise airstrikes across Iran, killing Supreme Lea…
2026-03-16
- NVIDIA GTC 2026 Opens Today — Feynman Architecture Unveiled — Jensen Huang's keynote at 11 AM PT at the SAP Center, 30…
2026-03-15
- Tech Companies Restructuring Workforce for AI — Across the industry, companies are redirecting capital and headcount f…
2026-03-14
- NVIDIA Announces Rubin Supercomputer Platform — Next-gen platform to power massive AI training workloads, previewed ah…
2026-03-13
- GPT-5.4 Scores 83% on GDPVal Benchmark — OpenAI's latest model (launched March 5) at or above human expert level on ec…
2026-03-12
- NVIDIA Invests $2B in Nebius, Takes 8.3% Stake — Deepening its push into the "neocloud" AI infrastructure layer. Nebiu…
2026-03-11
- Yann LeCun's AMI Labs Raises $1.03B Seed — Europe's Largest Ever — The Turing Award winner left Meta to build "world m…
Untitled 3
📤 APIService GET /api/inspections/345bf279-026f-4337-b072-6c57aaa2640e 📤 APIService GET /api/files/?entitytype=INSPEC…
2026-03-10
- Anthropic Sues Trump Administration Over "Supply Chain Risk" Designation — After refusing Pentagon demands to remove r…
2026-03-06
- OpenAI Eyes NATO Contract After Pentagon Deal — Sam Altman told staff OpenAI is exploring a deal to deploy AI across N…
2026-03-05
- Apple Unveils Lower-Priced MacBook Neo — Apple is expanding the Mac lineup with a new budget-friendly MacBook aimed at…
2026-03-05-batch-1
- YC W26 batch: AI IDE for chip design, AI-native protein characterization, AI commercial insurance brokerage — 50%+ AI …
2026-03-04
- Pushed iOS frontend dev code to GitHub for inspection app - Fixed many UI and FE bugs - Reported 3 bugs to Backend — 2…
Untitled 2
GET /api/files 시 에러 발생합니다 input: curl -X 'GET' \ 'http://localhost:8080/api/files/?entitytype=inspection&entityid=0f31…
2026-03-03
- Apple Launches iPhone 17e with A19 Chip — Apple introduced the iPhone 17e featuring the latest A19 chip built on 3nm t…
2026-02-23
- Not much coding — remote workday due to blizzard and travel ban - 9:30 IT general meeting - 10:30 Sandra logistics m…
2026-02-22
- Chill day — snowstorm --- Logged on 2026-02-24
2026-02-21
- Became TFT Double Up Diamond Rank with 'smite on you' 💎 --- Logged on 2026-02-24
Untitled 1
Auth0 cancel 할래말래 사진 여러개 찍어서 올리기 (카메라에서. 갤러리에서 말고)
2026-02-20
- iOS invitation finalized - Customize screen integrating with backend from batch templates - Regular Odoo checkups an…
2026-02-20-batch-5
- MCP protocol: "USB-C for AI" with 7M monthly downloads; Manufact raised $6.3M for MCP infra - Vibe coding: 21% of YC W…
Untitled
1. Sales dashbord 1. sales report PDF로도 뽑을수있으면ㅁ좋겠음 (오두처럼) 2. sales performance 중에 돈으로 보이는것 (total sold amount같은거)는 exe…
2026-02-19
- Brixray Customization screen - 2pm Dashboard meeting w/ Procurement team - 3pm Accounting PHT x Odoo Integration mee…
habits
| Habit | Target | Started | |-------|--------|---------| | Drinking water | Daily | 2026-02-17 | | Vitamin C | Daily | …
2026-02-18
- Anthropic releases Claude Sonnet 4.6 as default model — Major improvements in software development workflows and multi…
2026-02-17
- Connected Brixray frontend to backend — user management and company management features - Company management: create/d…
2026-02-16
- India AI Impact Summit kicks off in New Delhi — The first major global AI summit in the Global South opens today with …
2026-02-16-batch-1
- AI agents market expanding to $11.8B in 2026; vertical AI is where the moat is - Micro SaaS market growing 30% annuall…
2026-02-16-batch-3
- E-commerce: $7T market, headless commerce at 17.5% CAGR, mobile-first loyalty - Stablecoins becoming payments infrastr…
2026-02-16-batch-2
- YC Spring 2026 RFS: Cursor for PMs, AI-native agencies, stablecoin finance, AI for government - Embedded systems dev t…
2026-02-16-batch-4
- Robotics simulation: digital twins, safety validation, NVIDIA Isaac Sim ecosystem - Data center cooling: liquid coolin…
Claude Skills README
All skills save to this Obsidian vault. Just say the trigger phrase in Claude. --- Triggers: log my day · daily log ·…
2026-02-13
- Shine Muscat Tommy's Farm design work (7:30–9:30) - Pulled latest backend updates from GitHub - 9:30 call with Rog…
2026-02-13-batch-1
- AI agents replacing entire workflows — YC Spring 2026 RFS prioritizes AI-native companies - Agentic AI market explodin…
2026-02-13-batch-2
- Solo founder renaissance — 36.3% of new companies started by solo founders, Dario Amodei predicts first solo unicorn i…
Recursive Language Models
RLMs let an LLM handle inputs up to two orders of magnitude beyond its context window by treating the prompt as an exter…
Attention Is All You Need
The paper that introduced the Transformer architecture. Proposes that sequence-to-sequence tasks can be solved using att…
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
DeepSeek-V3.2 introduces DeepSeek Sparse Attention (DSA), a dynamic sparse attention mechanism that reduces long-context…
GLM-5: From Vibe Coding to Agentic Engineering
Zhipu AI (Z.ai) released GLM-5, a 744B parameter MoE model (40B active) targeting complex systems engineering and long-h…
Reading Log Index
A running log of papers, blog posts, and technical knowledge I read. --- | Date | Title | Type | Source | |---|---|…