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News
Anthropic CEO calls for pacing AI development, setting guardrails (ANTHRO:Private)
8+ hour, 25+ min ago (53+ words) Seeking Alpha Anthropic CEO Dario Amodei said on X that AI companies should slow down their advancement efforts amid fears of misuse. In his post, Amodei set out a three-step plan to pace development while managing risks. "We must slow…...
Applied Sciences, Vol. 16, Pages 9098: Pairwise Classification as a Unified Framework for Offline Reinforcement Learning and Large-Language-Model Alignment
8+ hour, 31+ min ago (496+ words) Offline reinforcement learning (offline RL) and large-language-model (LLM) alignment are typically studied as independent domains and each has developed its own pairwise comparison technique. Prior studies have validated pairwise classification exclusively within offline RL, leaving open the question of whether it…...
test-perplexity-gpt-5 vs test-perplexity - AI Model Comparison
19+ hour, 35+ min ago (14+ words) OpenCode Related comparisons. Other model pairs to check....
vphone-cli: Open-Source iOS 27 Virtualization Hits Mac
5+ hour, 57+ min ago (472+ words) Neither engineer’s comment amounts to an endorsement of using vphone-cli in production pipelines. Both frame it as a research and debugging capability, which lines up with how the tool’s own ecosystem has grown: companion projects built around it, rather than…...
vphone-cli: Full iOS 27 Virtualization on Apple Silicon
11+ hour, 27+ min ago (748+ words) Once booted, the VM hands back two things security researchers have wanted for years: a root SSH shell and VNC access to the graphical interface. That combination turns a locked-down consumer device into something closer to a Linux box you…...
Your AI Agent Is Not Improving Until Its Failures Become Test Cases.
9+ hour, 5+ min ago (342+ words) A production trace helps you improve only when someone reviews the weak interaction, saves it as a test case and reruns …...
`gh attestation verify` said yes to an image we never released
14+ hour, 48+ min ago (1601+ words) Pulling a container image somebody else built asks four separate questions. Most people answer three of them and skip the fourth: The fourth is the one that has no substitute, and it is the one that is almost always skipped....
Gradient Descent, Demystified: From Batch GD to SGD and Mini-Batch GD
11+ hour, 54+ min ago (5+ words) “” is published by Ved Prakash....
Your AI Agent Has No Colleagues
16+ hour, 23+ min ago (632+ words) "The coordination of the builders is not direct. It is the work already done that directs and triggers the work that follows." — Pierre-Paul Grassé, describing termites, 1959 You have seen this. Every agent framework does it:) Three attempts. Three identical failures....
How OpenAI Grew From a Research Lab to 1 Billion Weekly ChatGPT Users
22+ hour, 16+ min ago (1695+ words) “Okara helped us grow Lovie's search visibility by 56%, lift click-through rates by 73%, and increase US traffic by 20% — without building a separate marketing team.” The Viral Launch Handbook The step-by-step sequence behind launches that did 100M+ organic views on X. The story…...