Eli Bressert

@elibressert.com

Nearly two decades of AI/ML and product experience at companies like Apple, Netflix, Stitch Fix, and Scenset. I love breaking down cutting-edge technologies into actionable products for the technically curious.

As someone who actively develops OSS, this trend of US frontier models not willing to help secure the OSS for the end user is deeply concerning. I'm resorting to open weight models like GLM 5.2 & Kimi K3 to ensure good quality security (hopefully) for the community.

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When LLMs use the em dash, it's almost painful to look at. Why do many of the models use them in excess?!? After extensive research, it looks like 2 things are happening in the fine tuning process: 1. Contamination 2. Amplification

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From a startup CTO: "Over the break, I realized how good these models have gotten. This year we'll be using them ~10x more vs last year. So my first order of business: I want to find a solution to measure our *current* dev productivity so I have a baseline to compare to, later."

Many recent posts on free energy. Here is a summary from my class “Statistical mechanics of learning and computation” on the many relations between free energy, KL divergence, large deviation theory, entropy, Boltzmann distribution, cumulants, Legendre duality, saddle points, fluctuation-response…

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📢Curious why your LLM behaves strangely after long SFT or DPO? We offer a fresh perspective—consider doing a "force analysis" on your model’s behavior. Check out our #ICLR2025 Oral paper: Learning Dynamics of LLM Finetuning! (0/12)

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“The wife of Kilmar Abrego Garcia, who was mistakenly deported to El Salvador by the Trump administration, was forced to move to a safe house with her children after the government **posted their home address** to social media.” 4/23/25 newrepublic.com/post/194289/...

Abrego Garcia’s Wife Forced to Go Into Hiding Thanks to DHS Slip-Up

Kilmar Abrego Garcia’s wife says she fears for her safety since the Trump administration deported him to a prison in El Salvador.

newrepublic.com

A reminder that NSF is explicitly breaking the law if/when they attempt to cancel grants that focus on promoting participation in science by underrepresented groups on that basis, incl women in science programs like NSF ADVANCE. Congress expressly directs the NSF to grant funds for this purpose. 🧪

Chanda Prescod-Weinstein 🌌@chanda.blacksky.app · 2y ago

LAWLESS NSF: Every NSF employee who is following the director on this funding freeze and fishing expedition is in violation of US code. per the post below, this language has been reauthorized twice, most recently by Biden in 2022 as the CHIPS Act. www.govinfo.gov/content/pkg/... 🧪

Can confirm that my NSF grant "How False Beliefs Form & How to Correct Them" was cancelled today because it is "not in alignment with current NSF priorities" Shocking that understanding how people are misled by false information is now a forbidden topic. Our work will continue but at a smaller scale

Rebekah Tromble@rebekahtromble.bsky.social · last yr.

NSF has posted an “update on priorities.” They’re canceling all “DEI and misinformation/disinformation” grants. And the guidance on how to fulfill the longstanding, legally mandated Broadening Participation requirement is utterly incoherent. www.nsf.gov/updates-on-p...

🧵 THREAD: A federal whistleblower just dropped one of the most disturbing cybersecurity disclosures I’ve ever read. He's saying DOGE came in, data went out, and Russians started attempting logins with new valid DOGE passwords Media's coverage wasn't detailed enough so I dug into his testimony:

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Mr. Abrego Garcia was illegally abducted by the Trump Admin and, by their own admission, wrongly deported to El Salvador. He shouldn’t have to spend another second away from his family. I'm flying to El Salvador tomorrow morning to check on his condition and discuss his return.

The Department of Homeland Security sent a letter to Dr. Lisa Anderson, who was born in Connecticut, which stated: “It is time for you to leave the United States." Anderson has been carrying her U.S. passport on her at all times since receiving the email and is seeking an immigration attorney.

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First it was illegal immigrants, then green card holders, and now it's US citizens. This is slippery slope that is only going to get more slippery. **All in less than 3 months.** It's going to get much worse unless we apply pressure to protect democracy. www.nbcboston.com/news/politic...

‘Treated like a criminal': US citizen says he was detained returning from Canada

Bachir Atallah, a real estate attorney from New Hampshire, says he and his wife, Jessica Fakhri, were stopped crossing from Canada into Vermont

nbcboston.com

Steve Kerr wore a Harvard basketball shirt after the Warriors’ win tonight: “Yes, this is me supporting Harvard. Way to go. Way to stand up to the bully.”