Tag
The paper shows that study-strategy clusters from EdNet logs predict learner engagement but not mastery, highlighting that behavior-only profiling is insufficient for assessing knowledge gains.
A user seeks advice on how to nudge NeurIPS reviewers to engage with rebuttals, suggesting possible penalties for non-engagement.
Introduces Rushes, a large-scale dataset of human engagement preferences in AI-generated branching narratives, revealing that current LLMs like GPT-5 fail to outperform simple baselines in predicting user choices, highlighting the need for personalized alignment.
A comparison of engagement on X (Twitter) versus Threads for tech-related content, noting that X appears more active despite Threads claiming higher user numbers.
Netflix is reportedly exploring always-on channels and service bundles to address declining viewer engagement, similar to free ad-supported services like Pluto TV.
Postproxy is an API that allows users to publish, reply to, and analyze social media content programmatically.
Apple TV's streaming engagement is driven by a few hit shows, similar to HBO's model, while Netflix has broader viewing spread. Analysts question if Apple can succeed as the 'new HBO' in streaming.
The author shares their experience growing a Xiaohongshu account from zero to 200,000 followers, covering key topics like traffic, account positioning, follower growth, and content selection. They emphasize going with the flow, genuine output, and a long-term approach.
Elon Musk acknowledges a suggestion to improve Grok's performance in generating engaging posts using reinforcement learning from audience feedback.
A discussion thread on X proposes changes to the platform's feed algorithm to reduce multiple posts from the same author dominating a batch, including engagement detection and a 'tweet storm' icon.
X released a new ranking algorithm that penalizes spam, reply farming, text-only posts, recycled viral templates, generic AI tool roundups, engagement bait, motivational fluff, and engagement pods; it rewards original takes from small accounts, threads with clear narrative arcs, text+media combos, contrarian takes with proof, long-form posts, responding to replies quickly, and consistent posting cadence.
A product tip suggesting video creators add captions to boost engagement, with a note that native caption support will soon be added to the video uploader.