Ope

Building Fisher (agentic data analyst)
ex-MBB
PhD Bioengineering

[Ope @opey_aro]

For those in the continual learning space - this is a must read: https://t.co/xV2230rOFL

[Ope @opey_aro]

@Hertz Please find me a PM at @Hertz so they can take note. No rental information needed

[Ope @opey_aro]

@Hertz it’s 2026 - stop making me pick each location to show me it’s sold out. Just find me the nearest location that has a car available!!!

It shouldn’t be this hard.

[Ope @opey_aro]

For the continual learning folks here - need your thoughts on https://t.co/hTAlPB6MBF

[Ope @opey_aro]

Our fellow humans have done so much in a short time. It’s our turn to push the edge.

[vittorio @IterIntellectus]

holy shit
i asked claude to make a video on western civiization

[vittorio @IterIntellectus]

holy shit
i asked claude to make a video on western civiization

[Anurup Ganguli @anurup2007]

Catastrophic forgetting in continual learning has an architectural solution.

I’m excited to release TFGN: a new transformer overlay that lets LLMs keep learning new domains (Prose → Python → Math → Biomedical → Chinese → JavaScript, 1B tokens per domain) with no replay buffer and no task IDs, while preserving prior knowledge at LLM scale.

Tested from ~398M to ~9B parameters.
Tightest result: BWT = −0.007 on LLaMA 3.1 8B Retrofit.

Full paper (arXiv): https://t.co/NVQABvRsAu
Readable explainer: https://t.co/VIXycvOV6i

Would love your thoughts, this is my first major ML paper.

[Logan Kilpatrick @OfficialLoganK]

you are going to fail, so fail while daring greatly

[Ope @opey_aro]

We stopped working the fields so we needed physical gym

With AI, we will stop thinking critically for work - and so we will need brain gyms

Brain gyms will be hugeee

[Ope @opey_aro]

@_agneeess Pomo pizza actually sounds like it could be really good - hear me out

[Ope @opey_aro]

In case someone hasn’t spelt it out for Apple and Google - you need a Muse competitor ASAP!

In the mobile age - the phone came before the App Store - in the AI age, it will be reverse.

Win the personal AI platform, win the hardware that goes with it.

[Ope @opey_aro]

@HamelHusain It’s about the need to consistently manage the things you want - you say - “Muse, remind of this and note when new things like it happen” - with codex that’s more than a singular message once

[Ope @opey_aro]

First impressions on muse - this is a game changer!

My hair is tingly from this being free though - which of my body parts have I unknowingly sold to Meta for this now?

[Ope @opey_aro]

Meta basically released free version of grokbot?? What am I missing here

[Ope @opey_aro]

@MBrew26730 Will check it out. Adapters are interesting - but I’m talking about continual learning from the ground up

[Ope @opey_aro]

Allow me this one vague post for the month. Just did private beta test of the first ever continual learning model to be announced next week.

A tsunami is coming

[Ope @opey_aro]

From a customer experience perspective - Opus 5 is the worst of the models!

[Ope @opey_aro]

Anyone managing a self-funded employer plan? Love to connect!

[Ope @opey_aro]

I love cleaning really messy rooms. Pick one trash at a time, one corner at a time. No moment feels too impactful but you look back after an hour or two and you’re amazed.

Building a start up feels the same. One daily problem at a time.

[Ope @opey_aro]

Every kid’s worst fear is losing a parent - once that happens, there’s nothing to fear anymore