Tech News
Codex Resets
Users report that frequent usage resets in Codex are driving unsustainable API spending and anchoring higher baseline usage, raising concerns about future limits.
Kimi K3, and what we can still learn from the pelican benchmark
Chinese AI lab Moonshot AI announced Kimi K3 this morning, describing it as their "most capable model to date, with 2.8 trillion parameters". It's currently available via their website and API, but an open weight rele.
Introducing Grok on Amazon Bedrock
This post covers what makes Grok 4.3 a great fit for agentic and enterprise workloads, how you access it through Amazon Bedrock, and how to use the capabilities most teams reach for first: a basic chat request, config.
Integrating Context-Aware Video AI Agents Into Enterprise Workflows
A video analytics AI agent that can perceive, reason, and act based on massive amounts of video footage must be integrated with existing workflows.
huggingface/transformers Release v5.14.0
Release v5.14.0 New Model additions Inkling (fresh from Thinking Machines): 975B total, 41B active Add Inkling model #47347 by @molbap @Cyrilvallez @eustlb and @zucchini-nlp Inkling is a general-purpose multimodal mod.
GitHub Repos
sansan0/TrendRadar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI...
# Python# ai# barknexu-io/open-design
🎨 The open-source Claude Design alternative.
# TypeScript# agent skills# ai agentsEverMind-AI/EverOS
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
# Python# agent memory# agentic aiResearch Papers
SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning
SEED is a method that lets an LLM agent improve itself by analyzing its own past trajectories to generate 'skills' (natural language rules) and then uses those skills to provide dense training signals during reinforcement learning, boosting performance on long-horizon tasks.
Symbal: Detecting Systematic Misalignments in Model-Generated Captions
Symbal detects recurring errors in AI-generated image captions that are tied to specific visual features, using a two-step process with existing AI models, and includes a large benchmark for evaluation.
An Introduction to Sparse Identification of Nonlinear Dynamics for Engineering Applications
This tutorial explains SINDy, a method that learns simple, interpretable equations from small datasets, making it useful for engineering problems where data is scarce and understanding the underlying physics matters.