Competitive Intelligence for Head of ML

Track what Meta, Google, ByteDance and other leaders are shipping in retrieval, ranking, MoE and ad auction systems. Convert fresh research into roadmap decisions.

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Everything You Need to Stay Current

Comprehensive research coverage from industry leaders and academic institutions

Industry Research

Latest papers from Google, Meta, Amazon, Netflix, and tech giants

Academic Papers

Cutting-edge research from Stanford, MIT, CMU, and top CS programs

Real-Time Updates

Get notified immediately when new research is published

Decision-grade, not just summaries

Every paper enriched with ROI band, KPI impact, and Adopt/Watch/Ignore recommendation

Trustworthy for leaders

Evidence confidence shown directly to reduce hallucination risk

Built for recurring use

Weekly ML Radar brief with trend deltas keeps your team continuously calibrated

Free for the ML community

No credit card. No trial. No paywall. Just sign up and join.

Decision-grade signals

Every paper enriched with Adopt / Watch / Ignore recommendation, evidence confidence, and business impact framing — free.

Community adoption signals

See what ML practitioners across the industry are actually adopting, watching, and ignoring — aggregated in real time.

Practitioner discussions

Share implementation experiences, flag gotchas, and learn from teams who have already tried the tech.

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Common questions

Is this really free?

Yes. The full research feed, community signals, and discussion threads are free. We're focused on building the community right now — no credit card, no trial clock.

How is this different from Semantic Scholar or Papers with Code?

Those index papers. We enrich them for ML practitioners: Adopt/Watch/Ignore signals, business impact framing, evidence confidence, and what real teams are doing with the research.

Will it stay free?

The community feed will always have a free tier. Premium features — aggregated team intelligence, trend reports, and decision workflows — are on the roadmap as paid add-ons.

Who is this for?

ML practitioners at tech companies — engineers, researchers, and team leads who need to stay current on industry research without reading 50 papers a week.

Know what's worth building.
Before your competitors do.

Free to join. No credit card. Just ML practitioners helping each other cut through the noise.