Item detail
github.com

Tilde Research Wall Attention

Tilde Research Wall Attention is a research paper that RepoRadar is tracking in its Radar section, currently rated Silver tier with a 'watch' verdict. Its strongest signal is open-source/build quality, scored 7.4 out of 10.

Score7.0
Popularity35.0
Riskmedium
TierSilver
Score breakdown
Usefulness7.0
Novelty5.8
Momentum3.5
Maturity5.9
Open-source/build7.4
Evidence7.2
Workflow potential7.0
Setup ease6.5

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Useful for researchers and teams training their own long-context open-weight models, especially if RoPE-based length generalization has been a bottleneck. Treat the 4K-to-200K claim as a single-data-point until independently reproduced.

Where this stands now

Tilde Research Wall Attention ranks #1000 of 1098 tracked Radar items by composite score (7.0 against a section median of 8.0). The section currently carries 629 Gold, 424 Silver, 45 Bronze. RepoRadar has retained observations for this record since 2026-06-16 (74 days in the current window). Signal extremes versus the section: momentum at the 3th percentile; novelty at the 4th percentile.

Who should use it

Builders Power users

Who should skip it

Skip Tilde Research Wall Attention if you cannot isolate its execution environment or audit what data it touches before connecting anything sensitive.

About this signal

Tilde Research Wall Attention is tracked by RepoRadar as a research paper in the Radar section. First seen 2026-06-16; the source record was last checked on 2026-06-16. The current verdict is 'watch' with a Silver tier and review needed setup difficulty. Across RepoRadar's eight signals, Tilde Research Wall Attention is strongest on open-source/build quality (7.4) and evidence quality (7.2) and weakest on momentum (3.5) — a profile worth weighing against your own priorities. This page summarizes the public evidence on the linked source page and states where additional review is still needed.

How this item is evaluated

The Tilde Research Wall Attention record combines a 7.0/10 composite score with separate popularity (35.0), risk (medium), and setup (review needed) signals. See the scoring methodology for the current weights and evidence definitions.

Putting this into practice? Read How to read AI benchmarks without getting fooled for the checklist behind this score.

Risk explanation

Medium risk: use sandboxing, least privilege, and explicit review before connecting sensitive data or accounts.

Evidence links
Closest alternatives / related signals
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-08-29T00:10:43Z.

No editorial or hands-on review is claimed. This record remains at Discovered.

Verification sources

Longitudinal intelligence

How this decision record is moving

Raw history JSON →

60 dated snapshots retained from 2026-06-16 through 2026-08-29; see the snapshot index for explicit coverage gaps. Stars, version, release, pricing, integration, risk, maintenance, verdict, score, and momentum fields remain explicit even when a source has not reported them. Repository momentum is a normalized 0–10 RepoRadar signal; GitHub stars appear only where the popularity monitor retained exact timestamped observations.

RepoRadar score7.0 current · +0.0 net
Repository momentum5.5 current · +2.0 net
GitHub stars (observed)50 current · +2 net
GitHub stars50 exact observation
VersionNot reported by source
Last releaseNot reported by source
Maintenancemaintained
Current riskmedium
Current verdictwatch
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineNo structured integrations recorded

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-08-297.05.550mediumwatchmaintained
2026-08-287.05.550mediumwatchmaintained
2026-08-267.05.550mediumwatchmaintained
2026-08-257.03.5Not recordedmediumwatchnot recorded
2026-08-217.05.550mediumwatchmaintained
2026-08-207.05.550mediumwatchmaintained
2026-08-197.05.550mediumwatchmaintained
2026-08-187.05.550mediumwatchmaintained
2026-08-177.05.549mediumwatchmaintained
2026-08-157.05.548mediumwatchmaintained
2026-08-147.05.548mediumwatchmaintained
2026-08-137.05.548mediumwatchmaintained

Why the record changed

stars changed

Stars changed: 49 → 50.

stars changed

Stars changed: 48 → 49.