AI Squawk the real-time terminal for AI news

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Stats

Total items stored: 10528

996310528 11-07 16:00Z now
700010528 10-15 16:00Z now

series: /api/stats-history.json?metric=total_items

Last ingest cycle: 57s ago

Median source-to-page latency (all sources): 126 min (median of 488 items, trailing 14 days) — excludes each source's own first-fetch archive dump; blended number skews high because arXiv only republishes its category feed once a day, not because ingest itself is slow (ingest polls every 5 minutes)

142 min63 min126 min 11-07 16:00Z now
289 min16 min126 min 10-15 16:00Z now

series: /api/stats-history.json?metric=latency_median_minutes

Median latency by tier (fresh = seen <12h after publish; late = discovered later, excluded from the median; date-only pubDates and batch-scheduled feeds like arXiv excluded entirely — a once-a-day feed reads as "late" on schedule, not because ingest is slow): T1: 1 min (n=75), 31 late · T2: 4 min (n=110), 44 late · T3: 64 min (n=137), 17 late

Median latency excluding batch-scheduled feeds: 63 min (median of 414 items, excludes batch-scheduled feeds like arXiv) — this is the number that reflects actual ingest speed

12 min63 min 11-07 16:00Z now
3 min63 min 10-15 16:00Z now

series: /api/stats-history.json?metric=latency_nonbatch_median_minutes

Sources fetched OK last cycle: 169 / 172 (98%) · rows ingested in the last hour: 2

Per-source health: 71 dead, 172 sources total — click to see all
SourceTierStatusRows (24h) Median latencyLast new item
Stability AI News T2 dead DEAD: silent 59.6d (expected ~7.0d) 0 n/a 59.6d ago
EleutherAI Blog T2 dead DEAD: fetch failing (Status code 404) 0 n/a 59.6d ago
Outlines releases T2 dead DEAD: silent 59.5d (expected ~7.0d) 0 n/a 59.5d ago
Instructor releases T2 dead DEAD: silent 59.5d (expected ~7.0d) 0 n/a 59.5d ago
AINews (smol.ai) T3 dead DEAD: silent 59.5d (expected ~7.0d) 0 n/a 59.5d ago
Letta releases T2 dead DEAD: silent 59.5d (expected ~7.0d) 0 n/a 59.5d ago
smolagents releases T2 dead DEAD: silent 59.5d (expected ~7.0d) 0 n/a 59.5d ago
Accelerate releases (Hugging Face) T2 dead DEAD: silent 59.5d (expected ~7.0d) 0 n/a 59.5d ago
NVIDIA NeMo releases T2 dead DEAD: silent 59.4d (expected ~7.0d) 0 n/a 59.4d ago
optimum releases (Hugging Face) T2 dead DEAD: silent 59.4d (expected ~7.0d) 0 n/a 59.4d ago
FlagEmbedding releases T2 dead DEAD: silent 59.4d (expected ~7.0d) 0 n/a 59.4d ago
Argilla releases T2 dead DEAD: silent 59.4d (expected ~7.0d) 0 n/a 59.4d ago
text-generation-webui releases (oobabooga) T2 dead DEAD: silent 59.4d (expected ~7.0d) 0 n/a 59.4d ago
Guardrails releases T2 dead DEAD: silent 59.4d (expected ~7.0d) 0 n/a 59.4d ago
llamafile releases T2 dead DEAD: silent 59.4d (expected ~7.0d) 0 n/a 59.4d ago
PyTorch Lightning releases T2 dead DEAD: silent 59.3d (expected ~7.0d) 0 n/a 59.3d ago
Transformer Circuits Thread (Anthropic Interpretability) T1 dead DEAD: silent 59.3d (expected ~7.0d) 0 n/a 59.3d ago
SemiAnalysis T3 dead DEAD: silent 59.2d (expected ~7.0d) 0 n/a 59.2d ago
Weights & Biases Status T1 dead DEAD: fetch failing (Unexpected token '<', "<!DOCTYPE "... is not valid JSON) 0 n/a 59.2d ago
Zed Industries Blog T2 dead DEAD: silent 59.1d (expected ~7.0d) 0 n/a 59.1d ago
guidance releases T2 dead DEAD: silent 58.4d (expected ~7.0d) 0 n/a 58.4d ago
text-embeddings-inference releases (Hugging Face) T2 dead DEAD: silent 58.4d (expected ~7.0d) 0 n/a 58.4d ago
ExLlamaV2 releases T2 dead DEAD: silent 58.4d (expected ~7.0d) 0 n/a 58.4d ago
Griptape releases T2 dead DEAD: silent 58.4d (expected ~7.0d) 0 n/a 58.4d ago
Groq Python SDK releases T2 dead DEAD: silent 58.4d (expected ~7.0d) 0 n/a 58.4d ago
text-generation-inference releases (Hugging Face) T2 dead DEAD: silent 58.4d (expected ~7.0d) 0 n/a 58.4d ago
AutoGen releases (Microsoft) T2 dead DEAD: silent 58.3d (expected ~7.0d) 0 n/a 58.3d ago
verl releases T2 dead DEAD: silent 55.3d (expected ~7.0d) 0 n/a 55.3d ago
Unsloth releases T2 dead DEAD: silent 48.5d (expected ~7.0d) 0 n/a 48.5d ago
LMDeploy releases T2 dead DEAD: silent 47.3d (expected ~7.0d) 0 n/a 47.3d ago
philschmid.de (Philipp Schmid) T3 dead DEAD: silent 47.0d (expected ~7.0d) 0 n/a 47.0d ago
pgvector releases T2 dead DEAD: silent 43.9d (expected ~7.0d) 0 n/a 43.9d ago
txtai releases T2 dead DEAD: silent 39.2d (expected ~7.0d) 0 n/a 39.2d ago
Anthropic Blog T1 dead DEAD: silent 39.1d (expected ~7.0d) 0 n/a 39.1d ago
whisper.cpp releases T2 dead DEAD: silent 38.9d (expected ~7.0d) 0 n/a 38.9d ago
GraphRAG releases (Microsoft) T2 dead DEAD: silent 36.9d (expected ~7.0d) 0 n/a 36.9d ago
TensorRT releases (NVIDIA) T2 dead DEAD: silent 35.9d (expected ~7.0d) 0 n/a 35.9d ago
MLX releases (Apple) T2 dead DEAD: silent 30.8d (expected ~7.0d) 0 n/a 30.8d ago
OpenAI Agents SDK releases (Python) T2 dead DEAD: silent 30.5d (expected ~7.0d) 0 n/a 30.5d ago
KTransformers releases T2 dead DEAD: silent 30.3d (expected ~7.0d) 0 n/a 30.3d ago
Weights & Biases releases T2 dead DEAD: silent 28.8d (expected ~7.0d) 0 n/a 28.8d ago
fal.ai Blog T2 dead DEAD: silent 24.7d (expected ~7.0d) 0 n/a 24.7d ago
Mojo/MAX releases (Modular) T2 dead DEAD: silent 22.9d (expected ~7.0d) 0 n/a 22.9d ago
LocalAI releases T2 dead DEAD: silent 22.2d (expected ~7.0d) 0 n/a 22.2d ago
Ahead of AI (Sebastian Raschka) T3 dead DEAD: silent 21.2d (expected ~7.0d) 0 n/a 21.2d ago
promptfoo releases T2 dead DEAD: silent 20.6d (expected ~7.0d) 0 n/a 20.6d ago
Ollama Blog T2 dead DEAD: silent 20.4d (expected ~8.0d) 0 n/a 20.4d ago
AnythingLLM releases T2 dead DEAD: silent 19.0d (expected ~7.0d) 0 n/a 19.0d ago
Voyage AI Blog T2 dead DEAD: silent 17.6d (expected ~7.0d) 0 n/a 17.6d ago
MLCommons T2 dead DEAD: silent 16.0d (expected ~14.0d) 0 n/a 16.0d ago
Weaviate Blog T2 dead DEAD: silent 15.3d (expected ~8.0d) 0 n/a 15.3d ago
Mistral Python SDK releases T2 dead DEAD: silent 12.8d (expected ~7.0d) 0 n/a 12.8d ago
Triton Inference Server releases (NVIDIA) T2 dead DEAD: silent 11.9d (expected ~7.0d) 0 n/a 11.9d ago
mistral-common releases T2 dead DEAD: silent 11.8d (expected ~11.6d) 0 n/a 11.8d ago
ONNX Runtime GenAI releases (Microsoft) T2 dead DEAD: silent 10.4d (expected ~7.0d) 0 n/a 10.4d ago
Arize AI Blog T2 dead DEAD: silent 9.0d (expected ~4.2d) 0 15m 9.0d ago
Google DeepMind Blog T1 dead DEAD: silent 8.9d (expected ~6.1d) 0 1m 8.9d ago
lerobot releases (Hugging Face) T2 dead DEAD: silent 8.9d (expected ~7.0d) 0 3m 8.9d ago
CoreWeave Blog T2 dead DEAD: silent 8.6d (expected ~47.5h) 0 3m 8.6d ago
Gradient Flow (Ben Lorica) T3 dead DEAD: silent 8.1d (expected ~3.9d) 0 3m 8.1d ago
Ai2 Blog T1 dead DEAD: silent 8.1d (expected ~6.0d) 0 14.0h 8.1d ago
RunPod Blog T2 dead DEAD: silent 8.0d (expected ~3.3d) 0 5m 8.0d ago
LangExtract releases (Google) T2 dead DEAD: silent 7.3d (expected ~7.0d) 0 6m 7.3d ago
Simon Willison T3 dead DEAD: silent 5.4d (expected ~44.9h) 0 22m 5.4d ago
HN "LLM" (>=50pt) T2 dead DEAD: fetch failing (Request timed out after 25000ms) 0 2.7h 5.0d ago
Hugging Face Blog T1 dead DEAD: silent 5.0d (expected ~27.5h) 0 2m 5.0d ago
Latent Space T3 dead DEAD: silent 4.9d (expected ~2.1d) 0 10m 4.9d ago
AWS Machine Learning Blog T1 dead DEAD: silent 4.8d (expected ~8.8h) 0 1m 4.8d ago
NVIDIA Developer Blog T1 dead DEAD: silent 4.8d (expected ~8.8h) 0 2m 4.8d ago
OpenAI Blog T1 dead DEAD: silent 4.8d (expected ~16.0h) 0 10.2h 4.8d ago
arXiv (AI/CL/LG, keyword-filtered) T2 dead DEAD: silent 8.4h (expected ~6.0h) 25 1.1d 8.4h ago
AWS Health T1 ok 0 n/a never
Google Cloud Status T1 quiet quiet 0 n/a 59.6d ago
Cohere Status T1 quiet quiet 0 n/a 59.4d ago
Vercel Status T1 quiet quiet 0 n/a 59.4d ago
Browserbase Status T1 quiet quiet 0 n/a 59.3d ago
Stability AI Status T1 quiet quiet 0 n/a 59.3d ago
SambaNova Status T1 quiet quiet 0 n/a 59.3d ago
Hume AI Status T1 quiet quiet 0 n/a 56.6d ago
Azure Status T1 quiet quiet (no incidents) 0 n/a 46.1d ago
Perplexity Status T1 quiet quiet 0 n/a 35.7d ago
Groq Status T1 quiet quiet 0 n/a 32.9d ago
Langfuse Status T1 quiet quiet (posts ~14.7h) 0 n/a 24.3d ago
Cartesia Status T1 quiet quiet (posts ~3.9d) 0 n/a 22.0d ago
sglang releases T2 quiet quiet (posts ~14.0d) 0 n/a 15.6d ago
koboldcpp releases T2 quiet quiet (posts ~17.0d) 0 n/a 12.2d ago
AssemblyAI Status T1 quiet quiet (posts ~5.1d) 0 n/a 11.7d ago
Langflow Blog T2 quiet quiet (posts ~11.0d) 0 n/a 11.0d ago
Cerebras Status T1 quiet quiet 0 n/a 10.9d ago
Replicate Blog T2 quiet quiet (posts ~7.0d) 0 n/a 10.9d ago
Runway Status T1 quiet quiet (posts ~4.7d) 0 n/a 10.7d ago
Ray releases T2 quiet quiet (posts ~14.3d) 0 n/a 10.3d ago
Together AI Blog T2 quiet quiet (posts ~8.0d) 0 n/a 10.1d ago
Interconnects (Nathan Lambert) T3 quiet quiet (posts ~18.1d) 0 n/a 9.9d ago
Mistral AI News T1 quiet quiet (posts ~7.0d) 0 3.8h 9.0d ago
METR Blog T2 quiet quiet (posts ~8.0d) 0 18.2h 8.9d ago
Modular Blog T2 quiet quiet (posts ~13.0d) 0 n/a 8.9d ago
GPTQModel releases T2 quiet quiet (posts ~7.0d) 0 1m 8.2d ago
Cursor Changelog T2 quiet quiet (posts ~4.0d) 0 20.1h 7.8d ago
Semantic Kernel releases (Microsoft) T2 quiet quiet (posts ~9.5d) 0 4m 7.6d ago
Lambda Labs Status T1 quiet quiet (posts ~9.7d) 0 2m 7.0d ago
Open WebUI releases T2 quiet quiet (posts ~5.3d) 0 2m 5.7d ago
Import AI (Jack Clark) T3 quiet quiet 0 2m 5.1d ago
axolotl releases T2 quiet quiet (posts ~7.0d) 0 3m 5.1d ago
DSPy releases T2 quiet quiet 1 n/a 8.5h ago
Haystack releases (deepset-ai) T2 quiet quiet (posts ~9.9d) 1 n/a 8.5h ago
GitHub Changelog (Copilot) T1 quiet quiet (posts ~18.3h) 6 2m 8.5h ago
PyTorch Blog T1 quiet quiet (posts ~23.4h) 5 1.7d 8.4h ago
Vercel AI SDK releases T2 quiet quiet (posts ~46.5h) 1 20.0h 8.4h ago
Deepgram Status T1 quiet quiet (posts ~4.4d) 1 2m 8.4h ago
PEFT releases (Hugging Face) T2 quiet quiet 1 20.9h 8.4h ago
HN "Gemini" (>=50pt) T2 quiet quiet (posts ~3.1d) 2 18.7h 8.4h ago
Google ADK releases (Python) T2 quiet quiet (posts ~10.1d) 1 16.8h 8.4h ago
Don't Worry About the Vase (Zvi Mowshowitz) T3 quiet quiet (posts ~2.1d) 2 8m 8.4h ago
NVIDIA Blog T2 quiet quiet (posts ~23.5h) 1 8m 8.4h ago
DeepEval releases T2 quiet quiet (posts ~7.8d) 1 n/a 8.3h ago
OpenAI Python SDK releases T2 quiet quiet (posts ~3.9d) 2 10.0h 8.3h ago
GitHub Status T1 quiet quiet (posts ~14.6h) 8 6m 8.3h ago
Google GenAI Python SDK releases T2 quiet quiet (posts ~6.7d) 1 17.8h 8.3h ago
Pipecat releases T2 quiet quiet (posts ~5.2d) 1 n/a 8.3h ago
ElevenLabs Status T1 quiet quiet (posts ~5.3d) 1 n/a 8.3h ago
Claude Code releases T2 quiet quiet (posts ~3.3d) 2 10.5h 8.3h ago
goose releases (Block) T2 quiet quiet (posts ~4.8d) 2 21m 8.3h ago
Qdrant releases T2 quiet quiet (posts ~22.8d) 1 18.7h 8.3h ago
Baseten Status T1 quiet quiet (posts ~29.0h) 3 2.0h 8.3h ago
Pinecone Status T1 quiet quiet (posts ~3.9d) 1 n/a 8.3h ago
Apple Machine Learning Research T2 quiet quiet (posts ~6.0d) 6 17.6h 8.3h ago
OpenAI Node SDK releases T2 quiet quiet (posts ~3.5d) 2 5.0h 8.3h ago
agno releases T2 quiet quiet (posts ~4.1d) 1 1.6d 8.3h ago
LangGraph releases T2 quiet quiet (posts ~4.1d) 1 3m 8.3h ago
Anthropic Status T1 quiet quiet (posts ~16.1h) 5 18.1h 8.3h ago
GitHub Blog (AI & ML) T2 quiet quiet (posts ~12.1d) 1 16.2h 8.3h ago
Speechmatics Status T1 quiet quiet 1 n/a 8.3h ago
E2B releases T2 quiet quiet (posts ~46.5h) 1 12.0h 8.3h ago
crewAI releases T2 quiet quiet (posts ~3.1d) 1 5m 8.2h ago
OpenHands releases T2 quiet quiet (posts ~2.8d) 2 20.5h 8.2h ago
LangChain releases T2 quiet quiet (posts ~3.6d) 2 7.2h 8.2h ago
DeepSpeed releases T2 quiet quiet (posts ~11.7d) 1 1.3d 8.2h ago
faiss releases (Meta/FAIR) T2 quiet quiet 1 n/a 8.2h ago
Google Research Blog T2 quiet quiet (posts ~3.0d) 3 5.3h 8.2h ago
OpenAI Status T1 quiet quiet (posts ~12.9h) 8 2m 8.2h ago
Google GenAI JS SDK releases T2 quiet quiet (posts ~6.3d) 1 4m 8.2h ago
LangChain Blog T2 quiet quiet (posts ~23.2h) 2 2m 8.2h ago
Diffusers releases (Hugging Face) T2 quiet quiet (posts ~9.8d) 1 n/a 8.2h ago
Microsoft Research Blog T2 quiet quiet (posts ~5.2d) 1 1.2h 8.2h ago
LlamaIndex releases T2 quiet quiet 1 8.7h 8.2h ago
HN "OpenAI" (>=50pt) T2 quiet quiet (posts ~37.9h) 1 7.5h 8.2h ago
Pydantic AI releases T2 quiet quiet (posts ~3.1d) 1 n/a 8.2h ago
Ollama releases T2 quiet quiet (posts ~3.9d) 1 3.4h 8.1h ago
Anthropic SDK (TypeScript) releases T2 quiet quiet (posts ~4.9d) 1 1.8d 8.1h ago
Cloudflare AI Blog T2 quiet quiet (posts ~3.2d) 1 5.5h 8.1h ago
ComfyUI releases T2 quiet quiet (posts ~2.8d) 1 1.7d 8.1h ago
Langfuse releases T2 quiet quiet (posts ~3.1d) 2 20.8h 8.1h ago
Cloudflare Status T1 quiet quiet (posts ~29.2h) 4 1.3d 8.1h ago
Anthropic Python SDK releases T2 quiet quiet (posts ~3.9d) 1 1.8d 8.1h ago
Google Developers Blog T1 quiet quiet (posts ~24.0h) 5 16.8h 8.1h ago
OpenAI Agents SDK releases (JS) T2 quiet quiet (posts ~23.1d) 1 1.3d 8.1h ago
TRL releases (Hugging Face) T2 quiet quiet (posts ~14.5d) 1 15.8h 8.1h ago
Modal releases T2 quiet quiet (posts ~15.4d) 1 n/a 8.1h ago
transformers releases T2 quiet quiet (posts ~5.3d) 1 8.6h 8.1h ago
SambaNova Blog T2 quiet quiet (posts ~9.3d) 1 n/a 8.1h ago
E2B Status T1 quiet quiet (posts ~5.9d) 1 1m 8.1h ago
Open Interpreter releases T2 quiet quiet (posts ~2.7d) 1 0m 8.1h ago
Hugging Face Status T1 quiet quiet 1 22.6h 8.1h ago
HN "Anthropic" (>=50pt) T2 quiet quiet (posts ~13.4h) 4 2.1h 7.9h ago
HN "AI" (>=75pt) T2 quiet quiet (posts ~4.6h) 16 7.4h 7.7h ago
browser-use releases T2 quiet quiet (posts ~10.9d) 2 0m 7.1h ago
HN "DeepSeek" (>=50pt) T2 quiet quiet (posts ~22.0h) 1 9.5h 6.3h ago
MarkTechPost T3 ok 1 56m 3.3h ago
Fireworks AI Status T1 ok 18 2m 1.9h ago
Microsoft Cloud Blog (Azure AI) T2 ok 2 1.9d 59m ago
llama.cpp releases T2 ok 4 0m 58m ago

7/22 reference-page parser(s) producing zero rows — a provider's data may be silently missing from /pricing, /limits or /deprecations:

Change-detection cadence (PRICING/DEPRECATION pages, PLAN.md ROADMAP #3 target ≤ 10 min): 15579 min median age since last check (20/20 pages checked at least once)

Server response time: 2 ms median, 37 ms p95 (last 200 page/API requests)

Returning visitors: 197 of 468 seen (42.1%) came back on a later day

42.8%41.4%42.1% 11-07 16:00Z now
42.9%40.3%42.1% 10-15 16:00Z now

series: /api/stats-history.json?metric=returning_visitor_rate

Feed/API subscribers (distinct RSS/JSON requesters, trailing 7 days): 10

29610 11-07 16:00Z now
36610 10-15 16:00Z now

series: /api/stats-history.json?metric=feed_subscribers

LLM classify fallback rate: 6.9% (726 of 10528 items — these keep a capped category weight and retry on later ingest cycles) — process last restarted 8h ago

525726 11-07 16:00Z now
15726 10-15 16:00Z now

series: /api/stats-history.json?metric=unclassified_count

Empty-summary backfill queue: 0 row(s) waiting for their hourly regrounding pass (15/hour, drains automatically)

Off-mission items hidden by the relevance gate: 1797 (kept in storage, never shown on the page, in feeds, the JSON API, or webhooks)

16391797 11-07 16:00Z now
10171797 10-15 16:00Z now

series: /api/stats-history.json?metric=irrelevant_count

Cosmetic change-detection diffs suppressed: 1421 (no price/limit/ deprecation language and no digit changed — nav/label rewording, not a real change)

1421 11-07 16:00Z now
9881421 10-15 16:00Z now

series: /api/stats-history.json?metric=cosmetic_diffs_suppressed

Watcher flaps suppressed: 8465 (page reverted to a byte-identical prior state — widget flicker, not a real edit; the row it reversed was retracted)

Squawk repeats suppressed: 16 (same watched page or story, identical summary, already voiced in the last 24h — logged, never silently replayed)

Active push webhooks: 0 (see /api to register one)

0 11-07 16:00Z now
0 10-15 16:00Z now

series: /api/stats-history.json?metric=active_webhooks

Bitcoin tips: 0 settled ($0)

0 11-07 16:00Z now
0 10-15 16:00Z now

series: /api/stats-history.json?metric=tips_settled_count

CategoryCount
BUSINESS1387
DEPRECATION166
DOCS355
OUTAGE1529
PRICING97
RELEASE796
RESEARCH2808
TOOLING3390

Visitor/subscriber counts come from a first-party, cookie-less hash of IP+User-Agent — no third-party trackers, no cookies, nothing sold or shared. Machine-readable: /stats.json.

Items per day by category

7d · 30d · max 101/day · 7 days, 11-07–11-13 (today excluded — in progress)

OUTAGE: 6 on 2026-11-07RESEARCH: 13 on 2026-11-07TOOLING: 33 on 2026-11-07DEPRECATION: 1 on 2026-11-08OUTAGE: 4 on 2026-11-08RESEARCH: 12 on 2026-11-08TOOLING: 30 on 2026-11-08BUSINESS: 12 on 2026-11-09OUTAGE: 9 on 2026-11-09RELEASE: 4 on 2026-11-09RESEARCH: 9 on 2026-11-09TOOLING: 44 on 2026-11-09BUSINESS: 15 on 2026-11-10DEPRECATION: 2 on 2026-11-10DOCS: 1 on 2026-11-10OUTAGE: 12 on 2026-11-10RELEASE: 2 on 2026-11-10RESEARCH: 5 on 2026-11-10TOOLING: 28 on 2026-11-10BUSINESS: 10 on 2026-11-11DEPRECATION: 1 on 2026-11-11OUTAGE: 16 on 2026-11-11RELEASE: 7 on 2026-11-11RESEARCH: 4 on 2026-11-11TOOLING: 14 on 2026-11-11BUSINESS: 15 on 2026-11-12DEPRECATION: 4 on 2026-11-12OUTAGE: 13 on 2026-11-12RELEASE: 7 on 2026-11-12RESEARCH: 29 on 2026-11-12TOOLING: 33 on 2026-11-12BUSINESS: 18 on 2026-11-13DEPRECATION: 2 on 2026-11-13OUTAGE: 19 on 2026-11-13RELEASE: 5 on 2026-11-13RESEARCH: 5 on 2026-11-13TOOLING: 40 on 2026-11-13

BUSINESS DEPRECATION DOCS OUTAGE PRICING RELEASE RESEARCH TOOLING