Vic Musembi

||AI/ML|Neuroscience||Bitcoin|Markets||Physics|Nuclear Engineering||Science & Tech||Mysterious and Supernatural stuff|Hot shower fan|Scent connoisseur|3 Idiots|

[Vic Musembi @vicmusembi]

Any strongly held opinion that can't be objectively verified is dangerous/risky(to us/others). Religious extremists have typically been "RL'd" when they're most impressionable(when young and/or of certain mental inclinations).

[Vic Musembi @vicmusembi]

@sundarpichai @GoogleDeepMind @demishassabis @IsomorphicLabs Was Noam's exit the cause of the break-up of "the league of legends" or the "canary in the coal mine" ? My guess is the latter. Past actions show that he's very "low inertia".

[Vic Musembi @vicmusembi]

@quietnning Eye opening exposition. Goodhart's Law ?? How/where does GPT 5.6 perform/rank ?

[Vic Musembi @vicmusembi]

@FakePsyho Japan(counting the # of flags) seems to be overrepresented. Why are they so exceptional in these kinds of competitions ?

[Vic Musembi @vicmusembi]

@shiri_shh the best/objective move would be to get acqu(ih)ired while they still have 'value'

[Vic Musembi @vicmusembi]

@polynoamial @NoamShazeer bi-noam-ial, interesting times ahead.

[Vic Musembi @vicmusembi]

Acing benchmarks attracts users, actual AI utility determines customer retention/loyalty

[Vic Musembi @vicmusembi]

@savvyRL @Recursive_SI @RicursiveAI @mc_mozer @ShoaibASiddiqui Great paper ! Some thoughts partially inspired by your paper https://t.co/9G3aEdWqvI

[Vic Musembi @vicmusembi]

It’s been said that a deep/complete understanding of AI models/architectures requires full knowledge of their strengths and weaknesses. Typically, model deployment/implementation, which is often resource constrained, requires optimization. ...1/6

[Vic Musembi @vicmusembi]

Such an approach would bring about meaningful progress in the AI field and probably solve the age-old debate of whether “pattern recognition” is the “end-all be-all ” of intelligence. The human brain should of course serve as both a benchmark and beacon in AI development. ...6/6

[Vic Musembi @vicmusembi]

It’s been said that a deep/complete understanding of AI models/architectures requires full knowledge of their strengths and weaknesses. Typically, model deployment/implementation, which is often resource constrained, requires optimization. ...1/6

[Vic Musembi @vicmusembi]

A comprehensive way forward would be to design a “composite” model that adopts the unique model strengths while addressing all overlaps/redundancies, and mitigating/resolving unique weaknesses. The resultant “composite” model can then be optimized. ...5/6

[Vic Musembi @vicmusembi]

@sonukg4india what if "y" is the independent variable ?

[Vic Musembi @vicmusembi]

Do you remember when you joined X? I do! #MyXAnniversary

[Vic Musembi @vicmusembi]

@VictorTaelin https://t.co/PTqhbHbjgQ

[Vic Musembi @vicmusembi]

To call a spade a spade, Gemini(2.5 Pro) is relatively rigid in compositionality, compared to ChatGPT 5(Thinking). At least in the specific case of the ability and/or fexibility/willingness to adapt to OOD scenarios. ....1/3

[Vic Musembi @vicmusembi]

@fchollet https://t.co/v96xXaoWkb

[Vic Musembi @vicmusembi]

1/4- Understanding forms the third component of the Understanding, Reasoning and Intelligence Trilogy.

[Vic Musembi @vicmusembi]

@NickSzabo4 The subliminal message here, imo, is #Bitcoin ought to be a 'layer-1 blockchain, 'function-over-form', 'no-frills' protocol.

[Vic Musembi @vicmusembi]

4/4-Intelligence therefore is an attribute of a person/entity that conveys/quantifies the person’s/entity’s ability to effectively and efficiently reason to attain/achieve understanding.

[Vic Musembi @vicmusembi]

1/4- Understanding forms the third component of the Understanding, Reasoning and Intelligence Trilogy.

[Vic Musembi @vicmusembi]

1/4-To fully/deeply understand a concept/term one ought to know why, how and/or where to use/apply it.

[Vic Musembi @vicmusembi]

3/4-It follows that reasoning is the process of decomposition of concepts and/or composition of axioms and/or morphemes to gain/achieve understanding.