Thursday, March 12, 2026

You will shift towards the bias in AI

 From recent research from Cornell: 

In every experiment, the researchers found that participants’ views shifted in the direction of the AI bias. The biggest surprise, Naaman said, was that mitigation measures did not work.

“We told people before, and after, to be careful, that the AI is going to be (or was) biased, and nothing helped,” Naaman said. “Their attitudes about the issues still shifted.”


The research itself is here.  
It cannot legitimately be used as a "thought partner" or even to "clean up writing" as I've heard people say even in the last day.

Don't use it. 

Wednesday, March 11, 2026

Talking at cross purposes on state aid

Among the recent articles covering school budgets in the past week, three caught my eye for how they nicely encapsulate how much talking at cross-purposes there are in Massachusetts education funding discussions right now.

Be cautious about buying the headlines

 You've quite possibly seen headlines touting particular states' "miracles" or otherwise having all the answers, suddenly, in student achievement. 

In addition to the caution that Bruce Baker (as so often) offers around how we support schools, I want to also point you to Linda Darling-Hammond's recent piece in Forbes, which cautions about hyping up only fourth grade NAEP, particularly in light of another affirmation of the long-term bad impacts of retaining students in early grades. As Darling-Hammond writes: 

In this article, I look primarily at 8th-grade NAEP scores, because there are two substantial sources of potential distortion in the comparability of 4th-grade NAEP scores across states: the outcomes of grade retention policies and the size of English learner (EL) populations.

Saturday, March 7, 2026

On Title I for next year

 

Slide from Friday presentation from MASC
slides here; recording here

This week, DESE updated superintendents (slides 10-18) and then those who manage grants that Title I for the upcoming year is expected to be less for the state and for districts in Massachusetts.

As I noted back at the beginning of February, the federal budget that was passed by Congress and signed into law pretty much level funded the federal entitlement grants. As both the White House and the House of Representatives had proposed budgets that cut grants in various ways and in some cases quite severely, that level funding was a victory.

However (and again as I noted), allocations to states and then in turn to districts are recalculated each year based on the demographics that determine funding. So, while the national number is the same, the way it is divided up changes each year. 

This year--this coming fiscal year for school districts--the state has learned that the Massachusetts share of the federal poverty total has dropped by 10%. That will in turn decrease the Massachusetts share of Title I funding, and, because the Massachusetts share is made up off Massachusetts districts, the district by district allocations will also be less.

The state has recommended that districts plan for a Title I allocation that is 85% of this year's allocation. They have also shared this spreadsheet, which both gives in the final column that 85% and also alerts districts that may be on the cusp of losing particular eligibilities within Title I (thus making their losses more severe).

Thursday, March 5, 2026

if putting crucial student documents into a chatbot for translation

 ....and then potentially, after review, using them concerns you, you may wish to offer public comment on proposed new state regulations 603 CMR 57. The new regulations set standards, as required by state and federal law, for translators and interpreters. 

As proposed, however, 57.05(3) reads: 

(3) Machine translation may be used to translate a document so long as the translation is reviewed and edited as needed by a School Translator before the document is provided to a parent or legal guardian with limited English proficiency.

Remember, what we're talking about here are things like IEPs, 504s, documents having to do with students' education, rights, access, and more. They often contain private information. They always contain vocabulary that is very specific to education (something recognized elsewhere by the creation of levels in translation certification).  

This would allow for such documents to be dumped into generative AI bots, with no privacy protections, to become part of the universe on which such things draw. Such programs have been created from the theft of others' work--it thus conflicts with the many mentions of "ethics" elsewhere in the regulations. And the levels of accuracy, even if checked by a human, both makes more work for the humans involved while lessening the humanity of the translation. 

You can submit comment by filling out their form or sending an email to BESERegulationComments@Mass.gov by April 24 at 5 PM. 

Two things on Massachusetts school budgets

  •  The United for Our Future coalition, which includes (among others) MASC, MASS, and the MTA, sent a letter calling for increased education state education funding to cover an array of issues. The Eagle-Tribune covers that here.

    The letter reads in part: 
    The “perfect storm” of factors behind the fiscal crisis remains in place. Rising special education and transportation costs, funding lost to charter schools, the constraints of Proposition 2 ½, and technical issues with the formula that determines how our schools are funded all continue to strain local budgets, as they have for years. In addition to those challenges, many districts also face looming threats of federal funding cuts along with unanticipated declines in enrollment spurred by federal attacks on our immigrant students and families. These enrollment declines are heartbreaking for our students and school communities and directly impact funding in a school finance system such as ours that is based on per-student allotments.
     When our districts are under-resourced, our attention is forced away from developing creative and innovative ways to enhance student learning and more effectively support their social and emotional wellbeing. Instead, we are left to fight to minimize devastating cuts to programs and staff so that we can try to maintain the basic, daily services on which our students depend. We cannot accept this situation as an unavoidable reality. As champions of public education, we know what work must be done to build public schools that prepare all students for success in the classroom and beyond, but local communities cannot do it alone.

Wednesday, March 4, 2026

The Supreme Court endangers trans students through the shadow docket

 On Monday night, through their so-called shadow docket, in which a case isn't argued before them and they weigh in, anyway, the Supreme Court further endangered trans kids. The case is  Mirabelli v. Bonta out of California, in which parents are challenging the California law that bars school districts from outing trans kids to their parents.