PRYSM — Research Notes https://prysm1.com/ Research-grade notes on AI economics, intensity calibration, methodology and reliability — written by the PRYSM team. Open benchmarks, cryptographic receipts, fail-safe by design. en-us Copyright 2026 PRYSM research@prysm1.com (PRYSM Research) research@prysm1.com (PRYSM Research) Wed, 04 Jun 2026 18:00:00 GMT hand-curated · regenerated per release https://www.rssboard.org/rss-specification 720 https://prysm1.com/og-card.svg PRYSM — Research Notes https://prysm1.com/ How PRYSM fails safe — four reliability safeguards, test-verified https://prysm1.com/ prysm1.com/blog/how-prysm-fails-safe Wed, 04 Jun 2026 18:00:00 GMT Reliability research@prysm1.com (PRYSM Engineering) PRYSM-1 on AIME 2025: methodology, results, and reproducibility https://prysm1.com/ prysm1.com/blog/prysm-1-on-aime-2025 Wed, 04 Jun 2026 00:00:00 GMT Research research@prysm1.com (PRYSM Research) Why frontier accuracy alone doesn't define the best AI https://prysm1.com/ prysm1.com/blog/frontier-accuracy-is-not-enough Thu, 28 May 2026 00:00:00 GMT Analysis research@prysm1.com (PRYSM Research) PrysmProof — cryptographic verification of AI execution https://prysm1.com/ prysm1.com/blog/prysmproof-cryptographic-verification Thu, 21 May 2026 00:00:00 GMT Product research@prysm1.com (PRYSM Engineering) Why we report uncertainty: single-trial vs N=k https://prysm1.com/ prysm1.com/blog/single-trial-vs-uncertainty Thu, 14 May 2026 00:00:00 GMT Methodology research@prysm1.com (PRYSM Research) Benchmark contamination, and how we handle it https://prysm1.com/ prysm1.com/blog/benchmark-contamination Thu, 07 May 2026 00:00:00 GMT Methodology research@prysm1.com (PRYSM Research) Intensity selection: PRYSM-1's tier framework https://prysm1.com/ prysm1.com/blog/intensity-selection-framework Thu, 30 Apr 2026 00:00:00 GMT Product research@prysm1.com (PRYSM Team)