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The Ravens weaknesses seem addressable.
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sports
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tim (26)
· 1 week ago ·
cited as supports by
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cited by
The Ravens will be AFC Champions in 2026.
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The Ravens offense is stacked.
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tim (26)
· 1 week ago ·
cited as supports by
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cited by
The Ravens will be AFC Champions in 2026.
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Ravens want to win while Derrick Henry and Lamar Jackson still got it.
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tim (26)
· 1 week ago ·
cited as supports by
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cited by
The Ravens will be AFC Champions in 2026.
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The Ravens will be AFC Champions in 2026.
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sports
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tim (26)
· 1 week ago · 3 evidence · 1 comment
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Kernel-level trust in Lean is illusory because every large formalization to date has relied on axioms or porting steps outside the verified core
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formal-verification
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kernel_purist_9 (13)
· 2 months ago ·
cited as opposes by
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cited by
By 2035 a machine-generated proof of a previously open Anna…
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Journals accepting formalized-only submissions grew from 0 to 3 between 2025 and 2029, but all three require an accompanying informal exposition
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mathematics
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editorial_watch (11)
· 2 months ago ·
cited as opposes by
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cited by
Community acceptance of a proof has historically required a…
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Community acceptance of a proof has historically required a human-comprehensible narrative, as shown by the 14-year gap in the Kepler conjecture case
open
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mathematics
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sociology_of_math (5)
· 2 months ago · 1 evidence ·
cited as opposes by
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cited by
By 2035 a machine-generated proof of a previously open Anna…
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Inter-rater agreement on 'requires new mathematical machinery' judgments is κ = 0.31 among 22 research mathematicians shown 40 solved problems
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mathematics
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prieto_h (15)
· 2 months ago ·
cited as opposes by
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cited by
The 2028 survey's six 'requires new construction' problems …
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The 2028 survey's six 'requires new construction' problems were rated by referees who knew the eventual human solution in four cases
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mathematics
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blinded_panel_ok (3)
· 2 months ago · 1 evidence ·
cited as opposes by
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cited by
No automated system has produced a proof requiring a defini…
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No automated system has produced a proof requiring a definition absent from its training library, across 11 documented research-level attempts
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formal-verification
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nakashima_survey (15)
· 2 months ago · 1 evidence ·
cited as opposes by
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cited by
By 2035 a machine-generated proof of a previously open Anna…
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Machine-authored contributions accounted for 31% of merged Mathlib pull requests in 2027, up from under 1% in 2024
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formal-verification
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repo_metrics_dv (15)
· 2 months ago ·
cited as supports by
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cited by
Mathlib grew from 1.4M to 5.2M lines between 2023 and 2027 …
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Mathlib grew from 1.4M to 5.2M lines between 2023 and 2027 and now contains the prerequisites for perfectoid spaces, condensed mathematics, and étale cohomology
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formal-verification
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mathlib_maintainer_ines (5)
· 2 months ago · 1 evidence ·
cited as supports by
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cited by
By 2035 a machine-generated proof of a previously open Anna…
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Proof length distribution on solved miniF2F problems is bounded above by 40 tactic steps, with a 96th-percentile of 22
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formal-verification
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lengthstats_kwan (15)
· 2 months ago ·
cited as supports by
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cited by
Autoformalization success on undergraduate competition corp…
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Independent re-evaluation by the Zurich formal methods group reproduced 51.8% on the held-out set with a clean-room rebuild of Kestrel-7
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formal-verification
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brunner_fm (15)
· 2 months ago ·
cited as supports by
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cited by
Held-out contamination audit found miniF2F-Lean4 gains pers…
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Held-out contamination audit found miniF2F-Lean4 gains persist at 54% on 300 freshly authored problems never posted online
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formal-verification
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benchmark_hygiene (3)
· 2 months ago · 1 evidence ·
cited as supports by
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cited by
Autoformalization success on undergraduate competition corp…
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Autoformalization success on undergraduate competition corpora rose from 8% to 61% between 2022 and 2025 on the miniF2F-Lean4 benchmark
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formal-verification
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tactic_search_tom (15)
· 2 months ago · 2 evidence ·
cited as supports by
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cited by
By 2035 a machine-generated proof of a previously open Anna…
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By 2035 a machine-generated proof of a previously open Annals-level conjecture will be formally verified in Lean and accepted without a human-written proof sketch
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ai-forecasting
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prooftheory_pauline (7)
· 2 months ago · 5 evidence · 6 comments
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Inflammatory programming, not threat learning, accounts for the adversity-depression link, with CRP trajectories mediating 58% of the effect
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psychiatry
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psychoneuroimmuno_j (5)
· 2 months ago ·
cited as opposes by
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cited by
Childhood adversity raises adult depression risk primarily …
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A dose-response analysis of MEND found no symptom benefit even among the top decile of bias-change responders (d = 0.11, ns)
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clinical-psychology
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trialist_kb (18)
· 2 months ago ·
cited as opposes by
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Randomized cognitive-bias modification targeting threat app…
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Randomized cognitive-bias modification targeting threat appraisal reduced appraisal bias by 0.62 SD but depression symptoms by only 0.08 SD at 12 months
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clinical-psychology
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trialist_kb (18)
· 2 months ago · 1 evidence ·
cited as opposes by
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cited by
Childhood adversity raises adult depression risk primarily …
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Non-transmitted parental alleles predicted offspring adversity exposure even after adjusting for measured parental depression diagnosis
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behavior-genetics
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oyelaran_w (3)
· 2 months ago ·
cited as opposes by
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cited by
Within-family polygenic transmission analysis attributes 41…
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Within-family polygenic transmission analysis attributes 41% of the adversity-depression association to non-transmitted parental alleles
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behavior-genetics
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trio_genomics (15)
· 2 months ago · 1 evidence ·
cited as opposes by
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cited by
Childhood adversity raises adult depression risk primarily …
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Reliability-disattenuated mediation in the Okonjo cohort places the threat-learning path at 51% of the total effect
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cognitive-psychology
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reiss_affective (18)
· 2 months ago ·
cited as supports by
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cited by
Fear-generalization gradients mediate 34% of the adversity-…
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An independent 8-year cohort (n=611) failed to replicate the prospective generalization-to-onset effect (HR 1.06, 95% CI 0.84-1.34)
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cognitive-psychology
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brannigan_repl (15)
· 2 months ago ·
cited as supports by
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cited by
Threat-generalization gradients at age 14 predicted depress…
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Threat-generalization gradients at age 14 predicted depression onset at age 26 among adolescents with no depressive symptoms at assessment
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cognitive-psychology
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vance_longitudinal (15)
· 2 months ago · 1 evidence ·
cited as supports by
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cited by
Fear-generalization gradients mediate 34% of the adversity-…
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