Tov Benchmarks Maliciously Crafted to Mislead
Tov presented three benchmarks for its TypeScript-to-C compiler asserting it "beats Rust"; re-runs and corrected Rust versions show Rust is equivalent or faster — for example, bigint_fib ran 1.34× faster for Rust on one host, better_dispatch ran 1.07× faster than Tov’s binary, and an ahash-based map ran up to 1.96× faster than Tov’s map_insert_tov. #s1 blog.fyralabs.com
UN: 1.5°C Overshoot Is Imminent and Unavoidable
The UN Emissions Gap report declares breaching 1.5°C "imminent and unavoidable" and calculates that limiting peak overshoot to ~1.7–1.8°C and then returning to 1.5°C requires cuts of about 18% by 2030, 45% by 2035 and 69% by 2040 (relative to 2025), plus tripling renewable capacity and phasing out coal by 2040. #s2 cnn.com
27B ConstantKV Model Keeps Fixed Attention State
Ternary-Bonsai-2-27B-ConstantKV replaces growing KV indexes with a fixed exact store and carrier, so each of its 16 full-attention layers holds 1.18 GiB at all context lengths. It retrieves 40/40 pass keys, adds +0.0084 nat/token on eight books at 32k, and runs 32k-token inference on a 16 GB Mac mini M4 (peak 12.2 GB, ~155–157 ms per token). #s3 huggingface.co
Facing the Loss of Human Creative Roles to AI
A PhD student reports anxiety that AI already matches or will soon match human abilities across art, code, and research, leaving them worried about losing motivation, identity, and the drive to pursue high-effort creative projects even while they still value learning and hobbies. #s4 lesswrong.com
Heinlein’s 'I Believe' Affirms Everyday Decency
Robert A. Heinlein’s essay affirms belief in neighbors, townspeople, and the prevailing decency and endurance of ordinary people, arguing that everyday kindness and honest work are the forces that sustain society. #s5 awakin.org
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