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9 results for "git"
- ai · arxiv/cs.LG · 4 min
Synthetic Computers Enable Agent Training at Scale
Researchers create realistic digital workspaces to train AI agents on long-horizon productivity tasks, scaling from thousands to potentially billions of simulated user environments.
May 3, 2026 Read → - productivity · hackernoon · 2 min
DC Universe Infinite: Three Tiers, 35k Comics, One Clear Trade-off
DC's digital comics subscription offers a free entry point and two paid tiers, but new-release delays remain the central compromise at every price.
May 3, 2026 Read → - engineering · arxiv/cs.LG · 8 min
Sequential decision-making reduces error drift in modular digital twins
Researchers frame error propagation in digital twins as a Markov decision process, comparing model-based and model-free approaches to optimize maintenance interventions.
Apr 27, 2026 Read → - ai · hackernoon · 7 min
AI-era identity: Google's scale vs. Web3's open trust rails
As AI agents flood the internet, the real contest is over which layer decides who and what gets treated as legitimate.
Apr 26, 2026 Read → - productivity · hackernoon · 3 min
Marvel Unlimited: Three Tiers, 30k Comics, Notable Gaps
Marvel's digital comics subscription offers broad catalog access, but coverage is uneven and the web experience is notably poor.
Apr 26, 2026 Read → - ai · arxiv/cs.AI · 4 min
Cross-Entropy Loss Drives Neural Probe Performance, Not Architecture
Pre-registered study shows cross-entropy training inflates logit norms 15x, accounting for most K-way energy probe gains over softmax baselines.
Apr 24, 2026 Read → - engineering · arxiv/cs.LG · 4 min
Kernel-Level LLM Safety via Logit Inspection
ProbeLogits reads token probabilities before generation to enforce safety policies at the OS level, achieving parity with learned classifiers at 2.5x speed.
Apr 21, 2026 Read → - engineering · hackernoon · 6 min
Git logs and manifests reveal engineering discipline before code review
A hackathon judge explains how commit history, dependency files, and stray artifacts expose process quality that demos never show.
Apr 18, 2026 Read → - ai · arxiv/cs.AI · 8 min
Vision-Language Models Fail on Dense Visual Grids
A new benchmark reveals VLMs collapse sharply on simple grid-reading tasks, exposing a gap between visual encoding and language output called Digital Agnosia.
Apr 17, 2026 Read →