Marc Fernandes
3.6K posts

Marc Fernandes
@_marcfernandes_
Energy Trader. Papa. Hubby. Professional Brow Furrower. Bringing Balance to The Force. One America. MIT/NYU Alum.




Introducing TurboQuant: Our new compression algorithm that reduces LLM key-value cache memory by at least 6x and delivers up to 8x speedup, all with zero accuracy loss, redefining AI efficiency. Read the blog to learn how it achieves these results: goo.gle/4bsq2qI



The Supreme Court on Tuesday appeared likely to uphold the federal government’s policy of systematically turning back asylum seekers before they can reach the U.S. border with Mexico. scotusblog.com/2026/03/court-…

Terence Tao put it plainly: there is no evidence that LLMs exhibit genuine creativity. Yes, they have solved some Erdős problems. But these are low-hanging fruit, questions that attracted little attention and that yield once the right existing techniques are applied. That is not creativity. That is search plus recombination. Yes, LLM outputs can look impressive. But look at who is impressed: typically non-experts. Experts know very well that LLM performance gets terrible when you approach the frontier of human knowledge. And this is not a temporary gap. It reflects a structural limitation. We do not fully understand human creativity. But we do know a key property: Conceptual leaps: the ability to generate new representations, not just recombine existing ones. LLMs do not do this. They interpolate in representation space. They operate within existing conceptual frameworks; they do not create new ones. This is why we haven’t “yet seen them take the next step”.

My bechamel for the potatoes was pretty, pretty good!






Whoa!! These alerts hit wire: * DONALD TRUMP WARNS NATO FACES ‘VERY BAD FUTURE’ IF ALLIES FAIL TO HELP US IN IRAN - FT * ASKED TO SPECIFY THE HELP HE NEEDED FROM NATO, TRUMP SAID “WHATEVER IT TAKES”- FT INTERVIEW * TRUMP SAYS ANY DANGER TO ALLIES MOVING ASSETS INTO THE GULF WOULD BE MINIMAL SINCE US AND ISRAEL HAD DESTROYED IRAN’S MILITARY CAPACITY- FT INTERVIEW



