chanalyse 🕐 snapshot 2026-09-03 23:00 UTC · refreshes ~3h

Dashboard

Window: Last 24h Last 7 days Last 30 days
All boards /biz/ /g/ /pol/
System health: Attention needed snapshot just now · last 7d
🛰️ Scraper
STALE
last online: 12 h ago
0 ingests/hr · 21096/24h
/pol/ /biz/ /g/
🧠 Analyser
IDLE
last online: 12 h ago
0 runs/hr · 116/24h
10 failed/24h
run: default v3 run
▶ AI active
📡 Uptime · last 7d
92.3%
13.0h down · 1 gap (>2.0h)
13.0h (ongoing)

The scraper ingests 4chan catalogues hourly; the analyser turns raw threads into themes/stories via LLM. A gap >2.0h with no ingests counts as downtime. Full data-health →

/biz/
6213 stories
2488 themes · 10595/10595 analysed
last: 12 h ago
/g/
7970 stories
2730 themes · 11669/11669 analysed
last: 13 h ago
/pol/
75897 stories
25685 themes · 130764/130764 analysed
last: 12 h ago

⚡ Latest article triggers · /g/

Stories that suddenly spiked in volume — ranked by article-worthiness (filtered to /g/). See all →

📰 Articles created so far · /g/

Briefings the engine has written from spikes. See all →

No articles written yet. Run chanalyse articles or trigger one from .

🔬 Research areas · /g/

The live investigative backlog — stories most worth digging into now, ranked by momentum, novelty & evidence already gathered. Click to open the threads.

StoryBoardMentionsNoveltyEvidenceStatus
/g/ 278 evergreen 73 notes spike
/g/ 243 evergreen 132 notes spike
/g/ 170 evergreen 56 notes spike
/g/ 125 evergreen 69 notes spike
/g/ 120 evergreen 0 notes open
/g/ 112 evergreen 0 notes open
/g/ 101 evergreen 25 notes spike
/g/ 88 evergreen 16 notes spike
/g/ 64 evergreen 0 notes open
/g/ 55 evergreen 0 notes open

🧭 Topics — what the boards are talking about, general → specific

Each theme's bar = its share of the 7-day window's threads. Expand a theme to see the specific stories under it, their mentions, and how fast they're changing (Δ threads/day). Click a story to open it.

firefox / brave 12.6% 101 threads ▲ +23.7/day
linux / windows 5.4% 43 threads ▼ -0.3/day
ai bubble / techbros 5.1% 41 threads ▼ -7.1/day
nous artix / twitter 4.4% 35 threads ▼ -10.0/day
user ennui / tech fatigue 2.7% 22 threads ▲ +1.1/day
google / youtube 2.5% 20 threads ▼ -5.7/day
nvidia / amd 2.5% 20 threads ▼ -0.6/day
ram / ssd 2.5% 20 threads ▼ -1.1/day
linux / unix 2.1% 17 threads ▼ -4.9/day
underemployed tech workers / utwg 2.0% 16 threads ▼ -1.1/day
grapheneos / google 2.0% 16 threads ▼ -2.9/day
koetomo fun / tinfoil hat net 1.6% 13 threads ▼ -3.7/day
stable diffusion general 1.5% 12 threads flat

No granular stories under this theme yet.

comfyui / vram 1.5% 12 threads ▼ -3.4/day
china / nvidia 1.4% 11 threads ▼ -2.0/day
nft / sony 1.2% 10 threads ▲ +2.9/day
digital twin / house of the dragon 1.2% 10 threads ▲ +2.9/day
indians / hasan piker 1.2% 10 threads ▼ -2.9/day
linux kernel / rust 1.2% 10 threads ▲ +1.1/day
user engagement 1.1% 9 threads ▲ +2.6/day

📈 Significant changes — what's moving right now

Stories whose mention rate changed most vs their own prior baseline. The rule: one new thread is noise — about 5+ new threads/day on a topic is a real shift (marked ). Ranked by absolute Δ threads/day.

StoryBoardNow/dayΔ/dayEntities
Local image/video/music generation tools roundup /g/ 1.7 ▼ -3.1 comfyuisdwebuiswarmuistable diffusion
Mockery thread about Hasan Piker /pol/ 0.0 ▼ -3.1 hasan pikertelericoyoutubedestiny
Debate over AI code generation capabilities and limitations /g/ 0.6 ▼ -2.6 programmingaiagenticsoftware engineers
Elon Musk kills Nitter /pol/ 0.3 ▼ -2.3 elon musknitterxcanceltwitter
Vibe-coding General sticky thread with LLM coding agents and browser builders /g/ 1.1 ▼ -1.4 simon willisonkimi k3hugging faceroblox
Frustration with modern web usability, JavaScript bloat, and CAPTCHAs /g/ 0.3 ▼ -1.4 captchajavascripttypescripttailwind
User expressing distress or existential ennui /g/ 1.7 ▼ -1.1 chatkids actzeai
Search for a functional hobby-discussion platform amid dissatisfaction with Discord, Reddit and 4chan /g/ 0.3 ▼ -1.1 4chanredditdiscordyggdrasil
Criticism of NixOS as an unjustifiable time sink /g/ 0.0 ▼ -1.1 nixosubuntureddit
Claude Fable 5.1 released at lower cost /g/ 1.1 ▲ +1.1 claudefable 5 1
PC Building General sticky thread with case and CPU recommendations /g/ 0.3 ▼ -0.9 o11 air miniap201xt m3250k
New uBlock Origin Lite redirect filters for Twitter mirrors after Nitter shutdown /g/ 0.3 ▼ -0.9 ublock origintwitternitterublock origin lite
Prediction that China's tech sector will collapse and fall behind India by 2030 /g/ 0.0 ▼ -0.9 japanchinaindiarussia
Bill Gates warns AI and robotics will slash the value of human labor /g/ 0.0 ▼ -0.9 bill gatesxboxddrpentium 4
Bypassing paywalls and login walls by spoofing search engine crawler user agents /g/ 0.0 ▼ -0.9 googleduckduckgo
Claim that US lawns consume far more water than all data centers /pol/ 0.0 ▼ -0.9 us lawnsdata centersjeff bezos
Criticism of AI-visual-laden C++ YouTube video by Lazo Velko /g/ 0.0 ▼ -0.9 youtubelazo velko
FBI probes service selling 153 million leaked driver's licenses /pol/ 0.9 ▲ +0.9 krebs on securityfbinexusbrian krebs
Privacy advocacy general thread: FOSS smartphone ROM alternatives to iOS and stock Android /g/ 0.3 ▼ -0.6 androidiosgooglelineageos
Local Models General sticky thread continuation /g/ 1.7 ▼ -0.6 huggingfacedeepseek v4 flash 0731k exaone 2 0 750b a37bdeepseek
BiliBili officially launches in the West without age verification /g/ 0.0 ▼ -0.6 bilibiliyoutube
Argument that skeptics will dismiss future AI-driven robotics as not AI /g/ 0.0 ▼ -0.6 airobotics
Xlibre Xorg fork rejected by mainstream distros, adopted by obscure OSes /g/ 0.0 ▼ -0.6 xorgcuerd osxlibreartix
User defiantly choosing all-AMD PC build /g/ 0.0 ▼ -0.6 amdintelnvidiajim keller
Crash request to learn x86 assembly in 3 days /g/ 0.0 ▼ -0.6 x86intel

Entities spiking across multiple boards

The same named thing discussed on more than one board — usually the biggest stories. Click a chip to explore it.

📅 Activity · thread volume (last 10 weeks)

Each cell = one day. Darker = more threads scraped. Hover for counts.

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