Researchers at Northeastern and Carleton universities report in Communications Biology that psilocybin may protect rat brains from three mild head impacts. Hits like these can raise CTE risk and have no established treatment, though the evidence so far is brain imaging in rats.
Reality
- Evidence30
- Adoption
- Insufficient
- Hype gap+20
- Incentives40
- Confidence35
Novices using InstructMesh, a tool from MIT CSAIL, Google and Northeastern, found and fixed flaws in AI-generated 3D models about 90 percent of the time. An expert graded the edited designs, so how the printed objects perform is still an open question.
Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap+30
- Incentives70
- Confidence45
Consumer Reports and Northeastern studied 15 automakers and found drivers can unknowingly agree to driving-data collection at a new car's first start-up. The exposure is consent given on a touchscreen, and tracking where the data goes falls to whoever owns the car or the fleet.
Perspective Coverage
5 publishers
- Builder
- Builder 24%
- Operator
- Operator 56%
- Investor
- Investor 20%
Reality
- Evidence60
- Adoption80
- Hype gap+20
- Incentives45
- Confidence60
Kellogg researchers found remote job ads list 25% more required skills than non-remote ads for the same occupation at the same employer in the same year. Because the extra demands fall on skills and experience more than on degrees, remote-first hiring raises the entry bar for early-career candidates.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap+15
- Incentives35
- Confidence55
Google.org gave the MIT Transit Lab $2.1 million to build one AI platform for transit control-centre monitoring, operations and rider messaging. Its designers leave every decision with staff, so the work will be judged on whether control-room workers trust the tool and use it.
Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap+30
- Incentives75
- Confidence55
Scientists have recognized Bolivia's Leopardus tilcayo as a new tiger cat species, the first new wild cat described in over a century. It is one of five tiger cat species, though what the split means for conservation depends on data the coverage does not include.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+15
- Incentives30
- Confidence40
build3 publishersConfirmed Instinct raised $1 billion at a $10 billion valuation, four times the price TechCrunch reported for its August round. Its agent works through users' own screens and accounts, so permission and recovery are Instinct's to engineer before any app maker is asked.
Perspective Coverage
3 publishers
- Builder
- Builder 23%
- Operator
- Operator 27%
- Investor
- Investor 50%
Reality
- Evidence55
- Adoption20
- Hype gap+45
- Incentives60
- Confidence60
Northeastern and Consumer Reports found all 21 cars they tested sent data to third-party domains, with more than half reaching ad or analytics firms. For fleet buyers and carmakers' product teams, the brand's phone app is the first place to check.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+15
- Incentives
- Insufficient
- Confidence50
Noah Shinn gave venture capitalists the first invites to his AI assistant. Instinct now carries a $2.5bn valuation. The technique for making agents learn from their own failures is one Shinn published in 2023, before GPT-4.
Reality
- Evidence46
- Adoption22
- Hype gap+34
- Incentives72
- Confidence54
Three Northeastern researchers describe chatbot vocabulary and sentence habits moving into human prose. The measurement behind that description is a preprint on how people and ChatGPT copy each other mid-conversation.
Reality
- Evidence38
- Adoption
- Insufficient
- Hype gap+15
- Incentives40
- Confidence45
Diego Alzate-Sanchez and Jenna Kin swapped a hydrogel's permanent crosslinks for imine boronic esters. The same reversible bonds that start closing a cut within minutes let acidity take the network back to its components.
Reality
- Evidence46
- Adoption5
- Hype gap+25
- Incentives70
- Confidence55
Esteban Moro's group compared the daily trips of more than 200,000 residents with the income diversity of their home neighborhoods, and found that what people do accounts for over half the mixing they encounter.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+18
- Incentives72
- Confidence52
A Northeastern student's code pointed an AI screen at oyster DNA and returned adaptation-linked variants earlier work had missed, which makes recall rather than speed the claim that actually needs testing.
Reality
- Evidence22
- Adoption
- Insufficient
- Hype gap+35
- Incentives62
- Confidence48
A test of nine widely used employee monitoring platforms found all of them exporting identifying worker data. The buyer signed the licence and never saw the recipient list.
Reality
- Evidence54
- Adoption58
- Hype gap+12
- Incentives58
- Confidence55
Pandemic-era tracking has been rebuilt into AI-assembled worker records used to predict and discipline. The employer that owns the tooling also owns the timeline someone else will read back to it.
Reality
- Evidence42
- Adoption55
- Hype gap+22
- Incentives60
- Confidence45