The AI intelligence layer.
See what's emerging in AI before everyone else. PRO watches thousands of techniques, papers, code, jobs, and interview questions to rank what matters.
Speculative decoding
Drop-in for latency-bound serving when a draft model exists. Check the acceptance rate on your own prompts first.
EAGLE-3
A draft head trained on the target's own features. Measure acceptance on your prompts before you commit.
Left to right decoding for diffusion LMs
One change to the sampling loop. We kept the gain.
One subscription, four tracks.
Inside the intelligence layer.
Where AI is moving.
1,000+ techniques and topics, new, rising, or established, measured daily across 17 fields.
One page per technique.
What it is, where it's moving, who's hiring for it, and the verdict, for your role.
One query across everything.
Papers, code, news, jobs, and interview questions, with the subject on top.
The questions companies actually ask.
Sourced from over 100 companies with answers and working code, grouped by topic.
Demand, quantified.
4,400+ live postings, ranked by role and company demand, re-scored daily.
The week's signal, grouped.
Releases, agents, benchmarks, funding: the news that matters, clustered by topic.
One layer. Eight systems.
Topics & techniques
Search 1,000+ subjects across 17 fields, ranked by research momentum.
Paper tracker
The research that moved this week.
GitHub & model tracker
Trending repos and weights, attached to their papers.
Pulse
The week's AI news clustered by topic.
Job trends
Live postings, ranked by role and by company demand.
Roadmaps & career paths
Fundamentals to offer, from the question bank.
Code vault
Every notebook from the newsletter.
Interview question tracker
Real questions from top companies, answered with code. Always current.
Simple, like the newsletter.
- The visual issue, weekly
- Limited archive
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- Everything in Free
- The AI intelligence layer
- Signals: verdicts on topics and techniques
- Code tutorial with every issue (Code vault)
- Interview tracker and roadmaps
- Full archive access
- Ad-free issues
Questions, answered simply.
What stays free? +
The weekly visual newsletter stays free. PRO adds the intelligence layer: the field ranked daily, Signals on every technique, career intelligence, and the full archive.
How is this different from following arXiv or another newsletter? +
A feed shows you everything and ranks nothing. PRO watches the whole field, shows what actually moved, and connects the papers, repos, postings, and interview questions to each other, then narrows it to what matters for the work you do.
How often does the intelligence layer update? +
Continuously. The pipeline pulls from hundreds of sources every day and re-ranks on each run, so what you see reflects the current state of AI.
How is the data selected? +
We monitor hundreds of sources, then a proprietary ranking algorithm using 50+ factors decides what surfaces. Items are attributed, and your preferences decide what's displayed.