AI Research
IMPLICATOR.ai
Coverage of the papers, benchmarks, and lab reports that decide where frontier AI actually stands. New architectures, scaling results, alignment experiments, red-team findings, and the quieter preprints the PR teams don't push but researchers can't stop citing. We read the methods section, not just the abstract, and flag results that survive replication from ones that don't. For readers who want real progress, not the weekly leaderboard shuffle.
DeepSeek can't buy cutting-edge AI chips. Their New Year's Eve architecture paper shows how hardware restrictions forced engineering innovations that work better than approaches optimized for unlimited resources—the third time in 18 months they've demonstrated this pattern.