AstaBrief 8B: 4 Smart Signals for Cited Client Research
An open 8B model tuned to cite carefully: four checks before trusting it with client research briefs.
Honest AI research tools for freelancers — pitch prep, citation hygiene, competitor analysis, and the workflows that compress 90 minutes of background reading into 15. Tested on real client proposals, not synthetic benchmarks.
An open 8B model tuned to cite carefully: four checks before trusting it with client research briefs.
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I used to count my pitch prep in browser tabs. Twenty-two felt normal. Company site, three competitor sites, a couple of industry reports, two or three LinkedIn pages, the founder’s podcast episode I half-remembered, a press release someone mentioned in a Slack DM. Most of those tabs were open for 30 seconds and closed without … Read more