A personal AI news intelligence system for a CS grad student pursuing startups and SDE/MLE/AI roles.
Every day gets its own folder. Every story has a source and a direct "why it matters to you" section.
YYYY-MM-DD/
├── 00-tldr.md # 60-second skim: 5–8 bullets + one action + watchlist deltas
├── 01-big-lab-moves.md # OpenAI, Anthropic, Google, Meta, xAI, Apple — strategy, products, policy
├── 02-new-emerging.md # New models, startups, tools, funding rounds, paradigm shifts
├── 03-practical-skills-and-tools.md # Hands-on workflows, tools, prompting, productivity — act on this TODAY
├── 04-research-progress.md # arXiv papers, benchmarks, breakthroughs — what's moving the frontier
└── 05-career-and-startup.md # Job market, VC trends, skills to build, startup playbook
Every entry has:
- What happened — the fact
- Sources — verified links, no secondhand summaries without attribution
- Why it matters to you — direct implication for startup or job hunt (three lenses: Job · Startup · Insight)
- Tags —
#anthropic #funding #voice #agentsetc., so you cangrep -r "#voice" .across the archive
Cross-cutting docs at repo root:
SOURCES.md— master tiered source list (8 tiers, ~100 sources)WATCHLIST.md— running threads that span multiple days, so nothing drops between editions
| Date | Highlights |
|---|---|
| 2026-05-13 | Anthropic "Claude for Legal" — 12 practice-area plugins + 20+ MCP connectors (DocuSign, Ironclad, iManage, NetDocuments, LexisNexis, Thomson Reuters, Box, Everlaw); TR CoCounsel Legal now rebuilt on Claude Agent SDK · Google Threat Intel: first-ever AI-built zero-day caught in active mass-exploitation campaign (2FA bypass) · Meta Avocado/Mango delays + closed-source pivot confirmed at C-suite · Wispr Flow in talks at ~$2B ($260M Menlo Ventures lead) — "Voice OS" rebrand · Judgment Labs $32M Seed + Series A (Lightspeed ×2) for deep-agent eval · arXiv 2602.16666 Agent Reliability — 12 metrics, "reliability decoupling" thesis · Q1 2026 layoffs revised to 78,557 / 47.9% AI-attributed · Meta 8,000-person cut scheduled May 20 |
| 2026-05-12 | Google "Android Show: I/O Edition" — Aluminium OS desktop platform reveal (HP/Lenovo/Acer/ASUS/Samsung), Android 17 agentic features, Android XR glasses, system-level Gemini · Anthropic $50B/$900B raise board decision expected this week · EU vs Mythos escalation: Spain Minister Cuerpo publicly cites AI Act Article 51 (Aug enforcement window) · Cognition (Devin) raising at $25B, 80× enterprise growth · xAI Speech-to-Text + TTS + Grok Imagine Quality Mode GA · On-Policy Distillation sweep (Thinking Machines Lab + survey + SDPO + OPSD) · Constraint Decay arXiv paper (May 7) — quantifiable failure mode in coding agents · CS new-grad Q1 data: 52,050 layoffs · MLE +41.8% YoY vs SWE -40% |
| 2026-05-11 | IBM CAIO study: 76% of orgs now have a Chief AI Officer (up from 26% in 2025) · Anthropic ARR crosses ~$44B (May), full monthly progression disclosed · NVIDIA Nemotron 3 Nano Omni open-source (30B-A3B hybrid Mamba-Transformer, 9× throughput) · Apple iOS 27 multi-AI "Extensions" framework · Anthropic blocks Mythos from EU CAISI equivalent · Karpathy autoresearch (630 LOC) overnight ML experiments · Mythos 94.6% GPQA Diamond · Q1 2026 venture data ($300B, 80% AI) · Mollick's May 2026 model picks · Air Street State of AI: May 2026 |
| 2026-05-10 | Anthropic targeting $900B / $50B raise · GPT-5.5 Instant becomes ChatGPT default (52.5% fewer hallucinations) · GPT-Realtime-2 / Translate / Whisper voice APIs · Sierra $950M at $15B · Moonshot AI $2B at $20B (Kimi K2.6 #2 on OpenRouter) · IBM Sovereign Core · Grok 4.3 on OCI · On-Policy Distillation sweep (Lightning OPD, SDPO) · Mem0 + EverMemOS memory architectures · Air Street State of AI: May 2026 · FDE role playbook · Outcome pricing as 2026 default |
| 2026-05-09 | Anthropic rents all of Colossus 1 from xAI/SpaceX (220K GPUs) · 80× quarterly growth · OpenAI GPT-5.5-Cyber for vetted defenders · Pentagon picks 8 AI vendors (Anthropic excluded) · Code w/ Claude conf — Managed Agents "Dreaming" + finance templates · Sierra $15.8B Series E · Moonshot AI $20B valuation · Cloudflare cuts 1,100 jobs at record revenue · EU AI Act delayed to 2027/2028 · Karpathy: vibe coding → agentic engineering · Single-agent beats multi-agent under matched compute (Stanford) |
| 2026-05-08 | Anthropic-Google $200B compute deal (1M TPUs) · Anthropic Wall Street + Jamie Dimon · DeepSeek V4 (MIT license, runs on Huawei Ascend) · Pit $16M a16z launch · Parallel Web Systems $2B · GPT-5.5 Codex browser agent · Mem0 graph memory · 2026 resume formula · Wedge of 2026 = "AI product team as a service" |
| 2026-05-07 | Apple iOS 27 multi-AI Extensions framework (Gemini + Claude + GPT picker) · Anthropic $1.5B PE deployment JV (Blackstone, Goldman, Apollo, H&F, General Atlantic) · OpenAI mirror enterprise JV · Apple $250M AI marketing settlement · CAISI pre-deployment review signs MS/Google/xAI · Gemini 3.1 Flash-Lite GA at $0.25/M input (1432 Arena Elo) · Anthropic "Dreaming" agent technique · Single-agent vs multi-agent (Stanford recap) |
| 2026-05-06 | Anthropic Claude Mythos (cybersecurity model restricted at launch) · OpenAI $25B ARR + IPO · Google "Remy" personal agent · Cursor 3.0 Agents Window · Vibe coding security risks · CS job market reality check · Vertical agent startup formula |
See SOURCES.md — organized by type with notes on reliability and signal quality.
| Time budget | What to read |
|---|---|
| 60 seconds | Today's 00-tldr.md |
| 5 minutes | 00-tldr.md + bold headlines of one category file |
| 20 minutes (recommended) | One full category file, deep — rotate through the 5 across the week |
| Weekend | Pick one item from 03-practical-skills-and-tools.md and actually do it. Re-read WATCHLIST.md and update personal threads. |
Every entry tags with #topic. Search the archive across days:
grep -rn "#anthropic" . # all Anthropic stories
grep -rn "#voice" . # voice-AI thread across days
grep -rn "#funding" . # every funding round notedCommon tags: #labs #anthropic #openai #google #apple #nvidia #funding #vc #seed #agents #voice #multimodal #open-source #research #policy #eu #jobs #fde #startups #playbook #pricing #benchmarks #memory