I agree 100% with Alexander Ratner on this one. Moreover, as Alex hints, LLMs are only one type of FM. They are generating a lot of noise today, but they are only one piece of an ever-increasing puzzle, in my opinion. At Merly we also support fully local…lnkd.in/gXxeXQDc

If you're on the US East Coast and have interest in MLOps, you might be interested in this panel on May 4th. It's hosted by some of my colleagues at Differential Ventures and Greycroft. One of my academic colleagues at Columbia Uni…lnkd.in/gZbgZYp3 lnkd.in/g-XPDE6v

Sharing an early success story (and WSJ article) about VC firm Zenda Capital. Zenda is led by my friend and colleague, Esteban Reyes 🏔. Congratulations Esteban and team! lnkd.in/g9CM4vVD

Congratulations to my brilliant colleague, Prof Foster! He's just getting warmed up (and somebody to keep an eye on)! lnkd.in/gMgzhedE

A little video on our new Insights system! With it, Mentor can now do full program repair on each of the issues it finds across entire repositories. With CNCF repos alone, we've exceeded over 1B LoC inference with Mentor. And more to come!

Prof Alvin Cheung is outstanding as is UC-Berkeley (imho)! Strongly recommend to anyone looking to do a postdoc in Alvin's team's area. I've worked side by side with him on many projects (he's not only technically brilliant, but also an amazing Mentor)!

Looking to hire Compiler Researchers and Engineers Research Scientist - AI Compiler : nvidia.wd5.myworkdayjobs.com/NVIDIAExternal… Senior Software Engineer – AI Compilers for LLM: nvidia.wd5.myworkdayjobs.com/NVIDIAExternal…

Wow! Not sure how I feel about this …

We admit it. For the last two years, our @merlyAI team (with strong Stanford University and Massachusetts Institute of Technology (MIT) roots) has been secretly building an AI - called Mentor - designed to build better software, including AI software. youtu.be/vWzmJdXNGV4?fe…

Big news on the horizon with Merly! Stay tuned!

Banks assess an individual's lifelong credit history before lending. Why not apply a similar diligence to the code repositories we depend on? Merly Mentor AI is crafted for efficiency, allowing it to scrutinize every line of code over a repository's entire lifetime.

Yep and let's maybe move toward "confabulations" not "hallucinations" for XLM errors? Confabulations are false memories with no malicious intent. Hallucinations are perceptions of something that's not present. LLMs don't really perceive things, but they do try to recall things.

few have the grindset required to even step in the ring with this man 😹

merly.ai/seed

My most enthusiastic congratulations to Prof. Rajeev Alur on being the recipient of the 2024 Knuth Prize (sigact.org/prizes/knuth/c…). As some of you know, my deepest research interests are in the space of automation for software development. What some of you may not know is that I

Happy to announce that our work on Pattern Matching in AI Compilers and its Formalization has been accepted at CGO 25! Joint work with Joe Cutler, Alex Collins, Bin Fan and Mahesh Ravishankar.

The state of AI coding assistants. youtube.com/shorts/64TNGvC…

Is GenAI making us dumber? youtu.be/v6Vsqwzd9gg

Merly AI's inference: five million lines of code in five minutes (on a single CPU; no GPUs required). youtu.be/3numTZhDg_M?si…

youtu.be/Cl7x2OhbPwU?si…