David Autor's trial of 133 patent lawyers found AI improved everyone's drafts, but only seniors kept a skill gain once it was gone. Firms that expected the tool to train junior associates still have to pay for that training, on the evidence of a Google-run working paper.
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+30
- Incentives70
- Confidence55
Expert Intelligence lets you ground a notebook in ebooks you own on Google Play, and because the ownership check runs per person rather than per notebook, a shared workspace turns a book purchase into a seat licence.
Perspective Coverage
7 publishers
- Builder
- Builder 22%
- Operator
- Operator 58%
- Investor
- Investor 20%
Reality
- Evidence72
- Adoption
- Not scored
- Hype gap+15
- Incentives70
- Confidence68
buildOne report1 publisher AI built stronger judgment only in senior patent attorneys over a 90-day trial
David Autor and Tanya Rodchenko's trial of 133 patent attorneys found AI lifted drafting quality for everyone but built stronger judgment only in seniors. Juniors' judgment scores split toward both ends with no average gain, so better drafts no longer show a firm which juniors are learning.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+8
- Incentives62
- Confidence55
buildOne report1 publisher Gemini Notebook's mobile Live Chat now reaches all Google AI Pro users
Google has finished rolling out Gemini Notebook's mobile Live Chat to 100% of Google AI Pro users, according to its rollout announcement. Teams already on Pro can start a mobile trial over their notebook sources now instead of waiting for their accounts to be reached.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap+5
- Incentives55
- Confidence45
On September 2 the per-feature daily counts that let teams plan capacity become five-hour and weekly compute windows, with free users promised standard limits and paying ones more, neither stated as a figure.
Perspective Coverage
4 publishers
- Builder
- Builder 24%
- Operator
- Operator 59%
- Investor
- Investor 17%
Reality
- Evidence72
- Adoption
- Not scored
- Hype gap+15
- Incentives55
- Confidence68
buildOne report1 publisher Gemini Notebook, formerly NotebookLM, adds a mobile recorder and live voice in nearly 100 languages
Google is adding real-time voice conversations in nearly 100 languages and a mobile audio recorder to Gemini Notebook, the product formerly called NotebookLM. Training teams get a way to capture spoken content, though it arrives in stages and its retention rules are undocumented.
Reality
- Evidence40
- Adoption
- Not scored
- Hype gap+10
- Incentives65
- Confidence40
Gemini 3.8 Flash TTS and Flash-Lite TTS arrive with matching APIs, more than 2,000 stock voices and a path from a 30-second sample to a replica voice. Securing the speaker's permission is the customer's job.
Reality
- Evidence34
- Adoption20
- Hype gap+32
- Incentives72
- Confidence55
buildOne report1 publisher Gemini Notebook's Reports tab now generates quizzes and flashcards from a notebook's own sources
Google says rollout of Interactive Learning Overviews began on September 15 and that administrators may need to enable Gemini Notebook, so the review of generated quizzes and flashcards lands on whoever owns the source documents.
Reality
- Evidence33
- Adoption20
- Hype gap+12
- Incentives70
- Confidence38
buildOne report1 publisher Gemini Notebook's voice mode answers from your uploads
Google's mobile voice mode answers from the files you uploaded. That makes notebook curation the thing that determines answer quality. The rollout starts with Google AI Ultra, and Google has not published a date for everyone else.
Reality
- Evidence40
- Adoption15
- Hype gap+10
- Incentives70
- Confidence35
buildOne report1 publisher Gemini Notebook swaps its daily cap for a compute meter that refills every five hours
Compute-aware quotas mean the meter reads whatever a task actually costs, and Google has published no figures for it. The compensation is a reset that arrives inside a working day, plus a web-only queue for heavy artifacts.
Reality
- Evidence34
- Adoption22
- Hype gap+14
- Incentives68
- Confidence41
buildOne report1 publisher Gemini Notebook gates book grounding on a per-collaborator Play Books purchase
Google is letting notebooks read ebooks the user already bought, from a catalog it puts above 100,000 titles. Ownership is checked per person, so one shared notebook grounds differently for each collaborator.
Reality
- Evidence34
- Adoption14
- Hype gap+18
- Incentives72
- Confidence42
Gemini Notebook adds Google Play Books as a source, but sharing requires your own copy
Google has wired 100,000 eligible ebooks into Gemini Notebook behind a per-reader ownership check. Every other catalog owner now has to decide whether a grounded answer sells the book or replaces it.
Reality
- Evidence55
- Adoption30
- Hype gap+18
- Incentives72
- Confidence52
Google opens 100,000 paid ebooks to Gemini Notebook one purchase at a time
Expert Intelligence turns a Play Books receipt into an import permission. Every publisher outside the launch library is left working out what a per-title AI grant is worth, and the same catalog sits in a class action.
Reality
- Evidence34
- Adoption20
- Hype gap+28
- Incentives74
- Confidence42