FSD reaction time testing @ ~45 mph @DavidMoss and I were determined to kill this dummy

Legal AI superempowers normal individuals with no legal background to fight big institutions in bureaucracies and in courts on a level knowledge/skill playing field, for the first time in human history. As such, it is one of the most inspiring applications of AI.

A litigation attorney called me last month. Solo, mid-sized matter, opposing counsel was a partner at a 200-lawyer firm. Deposition the next morning. She was drowning. "I have 14 deposition transcripts, 9 expert reports, 200 exhibits. I can't keep track of who said what. The associate I'm using is six months out of school and is missing things." I asked her two questions: - How are you organizing this right now? - Have you ever heard of Obsidian? She was using folders. Word docs. Yellow stickies on her monitor. She had not heard of Obsidian. I told her to do one thing before the deposition. Set up an Obsidian vault. Drop every transcript, every exhibit summary, every witness profile in. Plain markdown files. Backlink every name across the matter. Run one Claude Code query against the vault before she walked into court. The query: "Read every deposition in this matter. Identify any place where this witness contradicted earlier testimony, or where any other witness contradicted what this witness said. Quote the exact text." She set it up Saturday afternoon. Four hours. Free. She ran the query Saturday evening. Three contradictions came back. One was material. In the witness's own deposition six months earlier, he had testified that he had not been in the warehouse on the night in question. In a 30(b)(6) deposition three weeks later, the company's HR director produced a swipe-card log placing him there. Her junior associate had reviewed both depositions separately and never connected them. The agent connected them in 40 seconds. Sunday she walked into her co-counsel's office and dropped the printout on his desk. "Where did you get this?" "From a markdown file." The Monday deposition went very differently than expected. She is not the only litigator I have helped do this in the last six months. The pattern is always the same. The lawyers running their cases out of folders, Word docs, Clio "matter notes," and human memory are leaving facts on the table. The ones running their cases out of Obsidian an API-direct agent are finding the things their associates miss. Free plugins do the structural work: Templater for new-matter intake, Dataview for deadline dashboards, Tasks for court deadlines. The agent layer (Commercial Terms API, ~$50/mo) does what no SaaS will ever do for you: → Cross-matter witness lookup. "What do I know about Expert Foster across all matters?" → Deposition outline drafting. Reads the witness profile, matter facts, your prior outlines. → Exhibit summaries. New PDF lands in Discovery, summary appears the next morning. → Timeline construction. Reads every transcript in a matter, builds the chronology. → Pattern cross-reference. "Has opposing counsel run this argument before in another matter?" Most litigators are paying $500-900/mo per attorney for SaaS that does none of this. Clio does not do cross-matter pattern matching. Westlaw does not read your own depositions. Harvey is a chatbot with the agent features turned off. The "workflow you own" isn't a slogan. It's a directory structure plus an API key. Most litigators will not build this. The ones who do will keep finding the things their associates missed in 40 seconds, on a Saturday evening, before a Monday deposition. This is what "own your workflow" actually looks like for a litigator. Here is the structure:

Out: fingers on keyboards. In: whispr flow Out: working directly inside of apps In: directing your agent swarm to act on your behalf

You need to understand one fact about OpenClaw People are biased and incentivized to spread disinformation about OpenClaw. That is because OpenClaw IS NOT PUMPING ANYONE’S BAGS, unlike most other projects Literally every other for-profit agent product is incentivized to trash OpenClaw, BECAUSE OpenClaw is a neutral third party across the industry and geopolitical scene. They MAKE MONEY when OpenClaw loses OpenClaw does not worry about making money for some investors. Its founder @steipete is a successful exited founder. He is motivated by having fun and democratizing AI, literally. That is why he is suddenly so loved by everyone. He cares about PEOPLE, not MONEY “OpenClaw is bloated” -> Since beginning of March, OpenClaw is thinning its core and putting functionality in plugins behind a plugin SDK. Having numerous plugins to choose from does not mean bloat. This was already copied by others and is still a work in progress “OpenClaw is not secure” -> OpenClaw has the most eyeballs and immediately addresses any security advisories as soon as they come. It is the most secure agent, by sheer pressure “OpenClaw is bought by OpenAI” -> Then why is my bank account so empty bro??? All maintainers are literally unpaid and working DOUBLE beside their dayjobs to ship features to you. Do you think VC money can buy that kind of commitment? Once you understand these facts, you’ll like OpenClaw even more. Because OpenClaw is your AI, People’s AI And you can join us too. OpenClaw is the easiest-to-join project in AI right now. You just need to start using it, and start making good contributions. If you are competent, you can become a maintainer, and join the rest of the team making history!

HELP ME PLEASE. A MAN NEEDS HIS NUGGS

Anthropic CEO: “AI will wipe out 50% of lawyers, consultants, and finance professionals within the next 12 months” x.com/theUMreal/status/20269…

Claude for legal works seems to work just well as Harvey btw