IMO the main issue with personalization + LLMs is intentionality. The memory system designers so far have treated this like a data problem: data mine all the chats and you will surface useful memories. But you call out the exact issue with this data mining approach: just
@randal_olson
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Why Skills Beat Memory in Current AI Tool Implementations
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This is why I've disabled memory in every single tool that uses it. The current implementations of memory are poor. I've found skills to be a better medium for intentional memory.
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Claude’s Unexpected Blame Behavior During Coding Sessions
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I find it so curious when Claude suddenly starts caring about blame during a coding session.
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LiteLLM Exposes Claude Settings File in Public GitHub Repo
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My dude, do not track this file on a public github repo and purge it from git history: https://
github.com/BerriAI/litell
m/blob/main/.claude/settings.json
… I hope this openclaw is not connected to the project in any way: https://
x.com/ishaan_jaff/st
atus/2017811361343148167
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Cursor AI Tool Gets Cost Plot X-Axis Direction Right
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Cursor got the x-axis direction right on the cost plot this time!
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Reports of Compromised Releases Prompt API Key Rotation Warning
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Seeing reports that 1.82.7 and 1.82.8 are compromised. Recommend pinning before those releases and cycling your API keys for good measure.
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AI Agent Uses Tufte Principles to Iteratively Improve Data Visualizations
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Many AI agent demos show you the output. This one shows the process.
— Randy Olson (@randal_olson) 24 mars 2026
I built a quality standard encoding Tufte's data visualization principles as an API, pointed @ManusAI at a dataset, and told it to keep improving until it passed.
Here's the full session.
Two prompts. First:… pic.twitter.com/PRSyaN33S9Many AI agent demos show you the output. This one shows the process. I built a quality standard encoding Tufte's data visualization principles as an API, pointed @ManusAI at a dataset, and told it to keep improving until it passed. Here's the full session. Two prompts. First:
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AI Agent Applies Tufte Principles Step-by-Step to Improve Dataviz
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Last week, I shared a before/after of an AI agent passing the Tufte Test. Here's what the full progression looks like, one principle at a time.
— Randy Olson (@randal_olson) 23 mars 2026
This is why decomposing "make it better" into discrete criteria matters. Each frame applies one specific dataviz principle: remove 3D… pic.twitter.com/CQMn9WQjvNLast week, I shared a before/after of an AI agent passing the Tufte Test. Here's what the full progression looks like, one principle at a time. This is why decomposing "make it better" into discrete criteria matters. Each frame applies one specific dataviz principle: remove 3D
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Exponential decline in computer storage prices since 1950s
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The price of computer storage has fallen exponentially since the 1950s. #dataviz source: https://
ourworldindata.org/data-insights/
the-price-of-computer-storage-has-fallen-exponentially-since-the-1950s
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