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hip-hopvibe-steered

HUMBLE.

Kendrick Lamar

Vibe steer

stripped back, acoustic, intimate

Recorded runwarmresults frozen 2026-06-12 (13bf027) · telemetry captured 2026-06-12 (f3975a4)recorded span 0:24replay of persisted telemetry — not a live request
  1. Cultural retrieval0:01

    191 candidates · Last.fm + ListenBrainz

  2. Gate 1 — resolve budget0:00

    0 uncached vs threshold 5 → warm

  3. Seed resolve + embed0:06

    seed audio-scored · vibe embedded

  4. Resolve candidates (MusicBrainz)0:00

    75 attempted · 75 cached · 0 live · 68 found

  5. Gate 2 — embed budget0:00

    0 unembedded vs threshold 10 → warm

  6. Embed previews (CLAP)0:00

    0 to embed — every candidate already in the corpus cache

  7. Vibe lane (HNSW over corpus)0:00

    knn(vibe) k=20 → 20 corpus tracks join scoring

  8. Score, fuse + rank0:00

    top 10 · 10 audio-scored · 0 backfill

  9. Explain (LLM — never ranks)0:17

    one batched call · a rationale per row

Recommendationstop 10

1

Birds & The Bees

Baby Keem

CLAP-reranked
Last.fm

Strong audio similarity to HUMBLE. (0.869) and shared listener overlap on Last.fm connect Baby Keem's track sonically to the seed, though its vibe_text_similarity suggests it leans away from the stripped-back, acoustic feel you requested.

Listen on Deezer

2

DNA.

Kendrick Lamar

CLAP-reranked
Last.fm

The highest audio similarity of the entire list (0.93) makes DNA. the closest sonic match to HUMBLE. — unsurprising given it's from the same artist and era — though the low vibe_text_similarity signals it doesn't lean toward the intimate, acoustic vibe you described.

Listen on Deezer

3

a lot

21 Savage

CLAP-reranked
Last.fm

Solid audio similarity (0.875) and Last.fm co-listening data link this to HUMBLE., suggesting fans of the seed regularly gravitate here; the vibe_text_similarity is modest, so it shares more sonic DNA with the seed than it does with the acoustic/intimate feel you asked for.

Listen on Deezer

4

Stir Fry

Migos

CLAP-reranked
Last.fm

A high audio similarity (0.889) and Last.fm cultural overlap place this close to HUMBLE. sonically, though the low vibe_text_similarity indicates it sits far from the stripped-back, acoustic vibe you had in mind.

Listen on Deezer

5

20 Min

Lil Uzi Vert

CLAP-reranked
Last.fm

Among the stronger vibe_text_similarity scores here (0.372) alongside a decent audio similarity (0.831), suggesting it nudges slightly closer to the intimate feel you described compared to most other candidates, while still sharing sonic ground with the seed via Last.fm listeners.

Listen on Deezer

6

The Box

Roddy Ricch

CLAP-reranked
Last.fm

Last.fm listener data and a solid audio similarity (0.858) tie this to HUMBLE.'s sonic world; the vibe_text_similarity is middling, so it's more of a cultural/sonic companion to the seed than a fit for an acoustic or intimate setting.

Listen on Deezer

7

Plain Jane

A$AP Ferg

CLAP-reranked
Last.fmListenBrainzhigh consensus

Backed by two cultural sources (Last.fm and ListenBrainz) and a strong audio similarity (0.878), Plain Jane has the broadest consensus as a companion to HUMBLE., though its low vibe_text_similarity means it doesn't particularly match the stripped-back vibe requested.

Listen on Deezer

8

Bounce Back

Big Sean

CLAP-reranked
Last.fmListenBrainzhigh consensus

Agreement across Last.fm and ListenBrainz gives Bounce Back solid cultural grounding as a HUMBLE. companion; its audio similarity (0.843) is somewhat lower, and the vibe_text_similarity is modest, placing it squarely in the same rap lane without fitting the acoustic/intimate ask.

Listen on Deezer

9

BOP

DaBaby

CLAP-reranked
Last.fm

Last.fm co-listening data and an audio similarity of 0.863 connect BOP to the seed's sonic profile, though the lowest vibe_text_similarity in the list (0.292) makes it a poor match for the stripped-back, intimate vibe you described.

Listen on Deezer

10

MIDDLE CHILD

J. Cole

CLAP-reranked
Last.fm

The lowest audio similarity here (0.811), partially offset by the second-highest vibe_text_similarity (0.359) — meaning MIDDLE CHILD drifts furthest from HUMBLE. sonically among these picks, but edges slightly closer to the reflective, less maximalist feel of your requested vibe.

Listen on Deezer

Prefer it static? The result sheet for this seed has the full score breakdown, funnel, and raw JSON.