arXiv, distilled
into moves you ship.
Every fresh preprint across CS, ML, ops research and management science — distilled into the daily debrief your business actually uses.
Every dot is a real paper we read this morning. Position is its place in semantic space (UMAP over embeddings); size is signal strength. Click any dot to open the paper.
One paragraph in.
A daily move list out.
Tell us your business
A paragraph. Product, customers, the practices and cycles you want to sharpen — agile, ops, GTM, hiring, anything.
We screen 200+ papers a day
CS, ML, statistics, ops research, management science. Each preprint is scored for signal strength and re-ranked against your context.
You ship the implications
Each pick is tagged opportunity / threat / adjacent / watch, with a one-sentence implication you can act on today.
Plug in a goal,
get an honest move list.
Below is what NoizeOff would have shipped this morning to a solo founder whose only goal is to stay employable. No filler, no hedging.
Screened 217 papers from the last 24h · 8 picks · ranked by signal strength and relevance to your goalWhere today's research lands for Startup.
Impact, relevance, and tag distilled into a decision view.
- 1OpportunityASI 96Self-improving agents reach human-expert level on multi-step enterprise tasks
Ship one production agent in the next 60 days. "Built agent infrastructure" adds ~$45k to TC right now. Window is six months.
Impact95Relevance100 - 2ThreatASI 93Coding agents reach 71% on SWE-bench Verified, doubling Q1 frontier
If your job is closing tickets, the bid for that job just dropped. Move up to system design or sideways into model eval — that's the seat that pays.
Impact85Relevance88 - 3OpportunityASI 91Single-engineer RLHF: open-source toolkit produces frontier-class fine-tunes for $5k
Stop putting "I worked with LLMs" on your resume. Ship one HuggingFace model with non-zero downloads. Recruiters DM names that appear next to weights.
Impact94Relevance75 - 4ThreatASI 88Causal-inference autopilots match senior data scientists on A/B test design
Junior DS roles compress this year. Get good at picking the question, not running the test — that part is now a $0.02 API call.
Impact84Relevance63 - 5AdjacentASI 84Multi-modal world models surpass video-understanding baselines on real rollouts
Robotics + foundation models is the next 24-month salary-inflation pocket. You don't need to build them — being conversant earns the recruiter call.
Impact60Relevance50 - 6WatchASI 78Sleep-time inference: 8x cost reduction for batch LLM workloads
Inference price is collapsing. "I shipped an AI feature" is becoming table stakes — start saying what you actually shipped: cost, latency, retention delta.
Impact36Relevance38 - 7OpportunityASI 76Public GitHub commit cadence predicts senior-engineer hiring outcomes (n=18,400)
Confirmed: a 30-min weekend cron beats the LinkedIn "open to work" badge by 2.3x in recruiter outreach. Make one repo public this week — yes, even the embarrassing one.
Impact92Relevance25 - 8AdjacentASI 72Negotiation-trained LLMs outperform humans on salary-anchor scenarios
Practice your next salary negotiation against an open-source LLM. Free, deterministic, brutally honest. The 30 minutes beats every promotion you've ever fumbled.
Impact58Relevance13
One map. Eight picks. Three quadrants worth acting on. Hover a bubble for the implication.
Anything you measure,
we have research for.
Need a research-style write-up on demand?
Type a topic, get a compiled PDF in about a minute. Free with your account.