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Daily AI intelligence with source evidence

Track meaningful AI changes across official releases, X, Reddit, newsletters, product blogs, public webpages, and APIs.

Collection, deduplication, summarization, translation, and human selection stay connected to the original source.

Scope
Social platforms, official sites, and the public web
Signal processing
Keyword filters, deduplication, and cross-source checks
Editorial output
Top stories, quick scans, and daily layers
Evidence
Time, source, and original URL

Latest published evidence

This build keeps the published summary, date, and original source in the initial HTML.

WeChat official account: 智谱(GLM)

GLM-5.3 API launched with GLM-5.2 pricing maintained

Zhipu announced that the GLM-5.3 API is available today, saying it excels at complex coding, defensive cybersecurity, and long-horizon tasks, with an AA general intelligence index score of 60, and API pricing unchanged from GLM-5.2.

Original source
Hugging Face:Blog(RSS)

DeepSeek: More memory is not always better for agents: evaluation of eight models shows dosage should be calibrated by capability

Agent memory is not a feature to switch on casually; its dose must be calibrated to model capability. Strong models are better suited to injecting a full set of guides, with DeepSeek-V3.2 (671B MoE) improving task completion by +9.5 percentage points. Weaker models perform best with curated retrieval, with gpt-oss-120b (117B MoE) improving by +16.1pp while adding only +5% tokens. This method requires no weight updates or manual annotation; it works by distilling guides from an agent’s past trajectories and injecting them at inference time.

Original source
OpenAI: official site updates (RSS · excluding enterprise/customer cases)

ChatGPT for Teens adds Study Mode and parental controls

OpenAI releases ChatGPT for Teens, automatically enabled for users aged 13–17, with stronger built-in safety protections and parental controls, plus new Study Mode, homework reminders, quizzes, learning visualization, and Study Hours.

Original source

How public signals become daily intelligence

Frontline Lab expands public-signal coverage, then reduces noise through topic rules, cross-source checks, and human review.

X and Twitter signal collection

Tracks public posts and account activity across X, then applies topic keywords and exclusions while retaining original links.

Reddit data collection

Organizes posts, top comments, discussion heat, and comment velocity from high-signal subreddits.

Public web and multi-source collection

Connects official sites, product blogs, public webpages, newsletters, and API updates with social signals in shared topic threads.

Editorial selection and evidence

Top stories explain why they matter. Every item retains time, source name, and original URL.