Dzmitry Pletnikau

Curious about how the world works.

[Dzmitry Pletnikau @spring_stream]

Amazing prescience

[Stuart Buck @stuartbuck1]

@TECleveland @cremieuxrecueil Despite some bogus grants, a lot of government is like this cartoon. I bet this "small team" would find a line item for "screwworm sterilization" and delete it, not knowing that they just devastated American farming: https://t.co/OAnAkxDSEK

[Dzmitry Pletnikau @spring_stream]

Sharply defined continual learning desiderata 👏

[Ilija Lichkovski @carnot_cyclist]

solving continual learning requires thinking about it clearly

here is my attempt to specify the problem

stay tuned for part 2, where we'll attempt to benchmark it with @PrimeIntellect :)

[Dzmitry Pletnikau @spring_stream]

@Merridew__ 2026 Q2 models burn much more tokens for reasoning and do much more tool-use calls to do the same job compared to 2025 Q4. Given that most of Ant's revenue is enterprise API-priced tokens and token price is stable, revenue increased automatically even if userbase is constant.

[Dzmitry Pletnikau @spring_stream]

@_catwu A graph. A directed graph with one source and one sink. Almost like a chain. A chain with LLM loops as its nodes. May be we can call it a @langchain 🤔 May be we can even design a DSL to express it, a "lang. chain expression language"?

[Dzmitry Pletnikau @spring_stream]

@gwern "after all neurplasticity is exhausted" I wonder if there is a horror sci-fi with this mechanic

[Dzmitry Pletnikau @spring_stream]

@Merridew__ They can also start hosting big yearly conference in Vegas to teach programmers how to use the most compute possible for any type of problem.

[Dzmitry Pletnikau @spring_stream]

@unixpickle And even if the model generates a wrong answer early, do you think it is less of a problem for a reasoning policy which would verify and correct (compared to chat- or instruct- models)?

[Dzmitry Pletnikau @spring_stream]

@unixpickle @anton_onAI @burkov Because of backtracking structure of CoT?

[Dzmitry Pletnikau @spring_stream]

@TMathSports @Merridew__ To catch the top tick, right?

[Dzmitry Pletnikau @spring_stream]

@Merridew__ If she can time the regime change and stop stock picking then, good for her

[Dzmitry Pletnikau @spring_stream]

@Merridew__ I need to feed the starter 🤔

[Dzmitry Pletnikau @spring_stream]

@Merridew__ It’s just reparations

[Dzmitry Pletnikau @spring_stream]

@shubroski For agents "embedded" into the app/workflow I use langchain's deepagents and https://t.co/bBEojuYlY5

[Arnav Bansal ⠕ @itsarnavb]

Current human quests summed up:

- create and enslave a God
- create and control a Sun
- cheat Death

[Dzmitry Pletnikau @spring_stream]

@Merridew__ Implies that you expect them to keep going up until the IPO?

[Anisha @Anishaa_writes]

Nobody comes back unhappy from the gym.

Maybe sore, maybe hungry, maybe exhausted…

But never unhappy.

[Dzmitry Pletnikau @spring_stream]

@Merridew__ Cool y axis

[Dzmitry Pletnikau @spring_stream]

@Merridew__ What is the bifurcation about at the very end? Data/dotted looks like textbook Elliott lol

[Dzmitry Pletnikau @spring_stream]

@Merridew__ same people who would bet "yes" on Pascal's wager?