Jeff Doctor

@jeff.doctor

Cayuga Nation citizen, Six Nations of the Grand River Territory | he/him | Impact Strategist @ https://animikii.com/ | #LandBack - #CashBack - #DataBack | Find me @ https://jeff.doctor/

The same pattern is playing out at universities around the world. IT units parrot industry talking points oblivious (or defiant) of scholarship. Cushy platforms, speaking gigs, and political capital for those who push uncritical adoption, and abundant marginalizing tactics against critical scholars.

Olivia Guest · Ολίβια Γκεστ@olivia.science · 2mo ago

Please see this as a general reminder that you're not alone. Many of us reject, refuse, repudiate artificial intelligence and the technology industry: Guest et al. (2026). Against the Uncritical Adoption of 'AI' Technologies in Academia. Digital Culture & Education doi.org/10.5281/zeno...

Please see this as a general reminder that you're not alone. Many of us reject, refuse, repudiate artificial intelligence and the technology industry: Guest et al. (2026). Against the Uncritical Adoption of 'AI' Technologies in Academia. Digital Culture & Education doi.org/10.5281/zeno...

Artificial intelligence (AI) companies and their rhetoric infringe on academia in harmful ways, mirroring past uncritical acceptance of industry logics, such as those of tobacco and petroleum. In this position piece, we tease apart and explain why phrases like 'generative AI' impede scholarly discussion because by design these expressions are used to dazzle and sidestep scrutiny. Furthermore, we contend with the AI industry's logics to enable rejecting frames such as: that we must embrace the future, that this hype cycle is unique, that anthropomorphism and circular reasoning hold water when discussing AI systems, and that students are now all cheating or all need to use AI. To these ends, we expound on why universities must take their role seriously to a) counter the AI industry's marketing, hype, and harm; and to b) safeguard higher education, critical thinking, expertise, academic freedom, and scientific integrity. For each point we raise, we include pointers to relevant work to further inform and convince our colleagues.
Olivia Guest · Ολίβια Γκεστ@olivia.science · 11mo ago

Finally! 🤩 Our position piece: Against the Uncritical Adoption of 'AI' Technologies in Academia: doi.org/10.5281/zeno... We unpick the tech industry’s marketing, hype, & harm; and we argue for safeguarding higher education, critical thinking, expertise, academic freedom, & scientific integrity. 1/n

Abstract: Under the banner of progress, products have been uncritically adopted or
even imposed on users — in past centuries with tobacco and combustion engines, and in
the 21st with social media. For these collective blunders, we now regret our involvement or
apathy as scientists, and society struggles to put the genie back in the bottle. Currently, we
are similarly entangled with artificial intelligence (AI) technology. For example, software updates are rolled out seamlessly and non-consensually, Microsoft Office is bundled with chatbots, and we, our students, and our employers have had no say, as it is not
considered a valid position to reject AI technologies in our teaching and research. This
is why in June 2025, we co-authored an Open Letter calling on our employers to reverse
and rethink their stance on uncritically adopting AI technologies. In this position piece,
we expound on why universities must take their role seriously toa) counter the technology
industry’s marketing, hype, and harm; and to b) safeguard higher education, critical
thinking, expertise, academic freedom, and scientific integrity. We include pointers to
relevant work to further inform our colleagues.

New: Microsoft has introduced new limits to how much its engineers can spend on AI tools at work and told employees that maximizing AI use internally is not the company’s goal, according to an internal Microsoft email obtained by 440 Media. www.404media.co/microsoft-te...

Microsoft Tells Engineers ‘Tokenmaxxing Is Not What We Are Optimizing For’

Microsoft is introducing budget limits for AI use but says it still wants to be an ‘AI-first’ company.

404media.co

Every single Liberal MP who hasn't left the party in disgust should be ashamed of themselves. But they won't be. You need to have pre-existing ethics and morals to actually be ashamed of yourself for breaking them. I cannot believe how shitty our leaders are right now. It's beyond belief.

National Newswatch@nationalnewswatch.com · yesterday

Ottawa moves to list Alberta-backed West Coast pipeline as national interest project nationalnewswatch.com/2026/08/04/o...

I first learned of that watchlist about 20 yrs ago when I was working on the criminal defense of people arrested at protests. A few records of VGTOF hits were mistakenly turned over by ADA's. We were all 👀 What's the Violent Gang Terrorist Organization File? Why is our v. nonviolent client in it?

Two more examples of surveillance and tracking techniques in court cases (or just for surveillance) where information is left out/removed/not provided to opposing counsel or the court. Stingrays/IMSI Catchers are devices that mimic cell phone towers to eavesdrop/spy/locate/track cell phones

Riana@riana.bsky.social · yesterday

This happened with Stingrays too - usage was left out of court filings or obscured as “confidential informants”. Judges didn’t like that.

Like how local cops/DAs are told to handle hits on the huge terrorist watch list "KST" (formerly VGTOF). 🤫 When a license is run thru NCIC, simultaneously, KST is checked. If there's a hit, driver isn't told AND if there's a criminal charge, the record of the hit isn't turned over in discovery. 🤐

Jason Koebler@jasonkoebler.bsky.social · yesterday

New: Police are being told to hide the fact that they're using Flock to pull people over and arrest them in both encounters with citizens but ALSO in their official police reports: www.404media.co/do-not-menti...

I went to the encampments at UBC to deliver supplies and interview the students and they were incredible brave and articulate on the subject. Willing to risk everything to do whatever they could to try and stop the genocide. Disgraceful they would be treated like criminals

The Breach@breachmedia.ca · 6d ago

A new investigation by @drugdatadecoded.ca and David Slater reveals how universities in Canada coordinated to spy on and violently remove their students’ anti-genocide encampments. Then, they denied the existence of records, delayed their release, and deleted chats. breachmedia.ca/canadian-uni...

"....in Alberta, the secretly-coordinated effort, which would culminate in militarized raids at multiple universities, would involve not just police but also an official from Danielle Smith’s UCP government."

The Breach@breachmedia.ca · 6d ago

A new investigation by @drugdatadecoded.ca and David Slater reveals how universities in Canada coordinated to spy on and violently remove their students’ anti-genocide encampments. Then, they denied the existence of records, delayed their release, and deleted chats. breachmedia.ca/canadian-uni...

Amazing reporting from @breachmedia.ca Canadian universities running a secret surveillance network, keeping tabs on students opposing genocide Vile The top brass of all these institutions should apologize & resign immediately #cdnpoli

Nathan Kalman-Lamb@nkalamb.bsky.social · 6d ago

New reporting from @breachmedia.ca shows that Canadian universities operated a secret national effort to coordinate surveillance and policing of anti-genocide activism and encampments. breachmedia.ca/canadian-uni...

"using amplification devices to make public statements that advocated for the detestation and harm against members of [xyz] community" So they gonna arrest politicians, journalists, themselves? They do this shit all the time - oh wait no, they get to define who is a "Terrorist Group" 🙄

International Civil Liberties Monitoring Group (ICLMG)@iclmg-csilc.bsky.social · 2w ago

Details are still limited, but based on reporting so far, this charge points to a troubling escalation in Canada's use of anti-terrorism laws. Statements alleged to advocate harm against any community warrant investigation... (1/2) www.theglobeandmail.com/gift/6feb710...