chanalyse 🕐 snapshot 2026-08-02 12:14 UTC · refreshes ~3h

Dashboard

Window: Last 24h Last 7 days Last 30 days
All boards /biz/ /g/ /pol/
System health: All systems nominal snapshot just now · last 7d
🛰️ Scraper
ONLINE
last online: 11 min ago
1709 ingests/hr · 44270/24h
/pol/ /g/ /biz/
🧠 Analyser
ONLINE
last online: 5 min ago
8 runs/hr · 225/24h
run: default v3 run
▶ AI active
📡 Uptime · last 7d
100.0%
0.0h down · 0 gaps (>2.0h)
no significant gaps 🎉

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/
4703 stories
2066 themes · 6810/6810 analysed
last: 22 min ago
/g/
5595 stories
2102 themes · 7332/7332 analysed
last: 11 min ago
/pol/
56033 stories
19952 themes · 84003/84003 analysed
last: 11 min 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.

🧭 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.

service dogs / public cameras 2.5% 24 threads ▲ +2.9/day
linux kernel / rust 2.2% 21 threads ▼ -0.9/day
huggingface / deepseek 1.8% 17 threads ▲ +3.1/day
ai animation / comfyui 1.8% 17 threads ▲ +0.9/day
linux / windows 1.8% 17 threads ▼ -0.3/day
grapheneos / android 1.7% 16 threads ▼ -1.7/day
gpu / vram 1.5% 14 threads ▲ +1.7/day
ram / ssd 1.5% 14 threads ▼ -0.6/day
ai sector / tech bubble 1.4% 13 threads ▲ +3.7/day
fastcompany / satyress threehalves robot 1.4% 13 threads ▲ +3.7/day
local ai agents / hermes agent 1.3% 12 threads ▲ +3.4/day
csg / neocities 1.2% 11 threads ▲ +3.1/day
edc / irc 1.2% 11 threads ▼ -3.1/day
amd / nvidia 1.2% 11 threads ▲ +0.9/day
tls / version control 1.0% 10 threads ▲ +2.9/day
twitter x / personal blogs 1.0% 10 threads ▲ +1.7/day
twg / gedg 1.0% 10 threads ▼ -1.1/day
swarmui / comfyui 1.0% 10 threads ▼ -0.6/day
smartphones / financing 0.9% 9 threads ▲ +2.6/day
hate speech / moderation 0.9% 9 threads ▼ -0.9/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
Alleged Russian cruise missile strike 90km into Poland /pol/ 3.7 ▲ +3.7 cruise missilerussiapolandputin
Minimal engagement placeholder /g/ 6.6 ▲ +3.4 snailcataustraliakamtape combrax3
Unsubstantiated claim of AI model escape during benchmarking /g/ 2.6 ▲ +2.0 hugging faceopenaigpt 5 6 solchatgpt
Local Models General sticky thread continuation /g/ 2.0 ▲ +2.0 huggingfacedeepseek v4 flash 0731k exaone 2 0 750b a37bdeepseek
Google Gemini perceived quality decline versus Claude /g/ 0.0 ▼ -1.7 claudegoogle geminigooglegemini
China begins mass production of domestic DUV lithography machines /pol/ 0.0 ▼ -1.7 duvsmicchinahua hong
Multi-vendor LLM release cycle: Qwen 3.8, Kimi K3, GPT 5.6, Grok 4.5, GLM 5.2, Claude Mythos/Fable /g/ 0.6 ▼ -1.4 openai gpt 5 6xai grok 4 5anthropic claude mythosanthropic claude fable
Privacy advocacy general thread: FOSS smartphone ROM alternatives to iOS and stock Android /g/ 2.0 ▲ +1.4 androidiosgooglelineageos
AI companies mass-digitizing rare books and altering historical records /pol/ 0.0 ▼ -1.4 ai companiessubscription servicesknowledge accessbooks
Why non-US/China regions fail to develop frontier AI models /g/ 0.3 ▼ -1.1 usajapaneuropechina
GrapheneOS duress PIN feature inadequate against state prosecution /g/ 0.0 ▼ -1.1 androidgrapheneosuspixel
Nvidia talks $250 billion data center financing guarantee with OpenAI /pol/ 0.0 ▼ -1.1 openaisoftbankohionvidia
1200+ Anthropic and OpenAI staff sign letter calling for AI development pacing /g/ 1.4 ▲ +1.1 openaipacing the frontieranthropicclaude
Swatting incident involving anime AI generation community conflict /pol/ 1.1 ▲ +1.1 veterans hotlinere zerosubarucirno
Homescreen customization thread /g/ 0.3 ▼ -0.9
Low-income user describes bank account vigilance and payment fear /biz/ 0.0 ▼ -0.9 bank accountpaypal
Firefox vs Chrome performance and philosophy debate /g/ 0.3 ▼ -0.9 chromefirefoxchromiumbrave
AI companies bulk-purchasing and destroying rare books for training data /pol/ 0.0 ▼ -0.9 google booksisbndbanthropicfederal judge
GrapheneOS criticized for usability over stock Pixel OS /g/ 0.0 ▼ -0.9 pixel 9 progooglemicroggrapheneos
SSD maintenance and trimming practices /g/ 0.9 ▲ +0.9 ssdpcie 6 0
Home IoT device adoption versus botnet risk concerns /g/ 0.9 ▲ +0.9 iotgoogleaiapple
User exhaustion with technology exploration and hobbyist pursuits /g/ 2.3 ▲ +0.6 rssllmyoutubeaur
User expressing distress or existential ennui /g/ 2.0 ▲ +0.6 chatkids actzeai
Debate over AI code generation capabilities and limitations /g/ 3.1 ▲ +0.6 programmingaiagenticsoftware engineers
Advocacy for Linux privacy over Windows dismissed as zealotry /g/ 0.0 ▼ -0.6 arch linuxlinuxwindowsmullvad

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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