David

Polymath, holistic view & science based truth

[David @TalentedTargets]

Does this look like a CEO that is afraid of their next quarter?

[David @TalentedTargets]

@KevInvestingYT My quick research thought me that $BRUN is more of a opportunistic pivot Simi to $IREN from crypto mining to ai hosting. Not a pure play like $CRWV or $NBIS

[David @TalentedTargets]

@saranormous @NoPriorsPod How AI pilled are they and what’s their strategy to prevent AI psychosis.

[David @TalentedTargets]

@amasad Cursor has built their own model based on Kimi. Now Harvey did the same. Are you working on your own model too?

https://t.co/4cWcRgGnA9

[Harvey @harvey]

We partnered with @FireworksAI_HQ to train open-source models for legal. Here's what we found:

1) Hybrid legal agents can beat frontier models on quality and cost by routing selectively to a frontier advisor.

We tested a hybrid setup where GLM 5.1 served as the primary worker, routing tasks to Opus 4.7 as an advisor when needed.

GLM invoked Opus sparingly, just 0.83 times per task on average.

The hybrid setup beat Opus on both quality and cost: 18% all-pass vs 14%, at $368 vs $954 across the same 100 tasks.

2) Post-training can push open models to frontier-level legal performance.

On a 100-task slice of our Legal Agent Benchmark (LAB), SFT moved Kimi 2.6's all-pass rate from 11% to 15%, beating Opus' 14%.

But the cost gap was even more striking: $84 vs $954 across the same 100 tasks, or ~11x cheaper.

We're excited to continue working with @FireworksAI_HQ on the next generation of open-source legal agents.

[David @TalentedTargets]

@LtColWeaver @dieworkwear Read the second sentence again

[David @TalentedTargets]

@snpal2000 @gm_mertd @rabois Not his first

[David @TalentedTargets]

@MicrosoftAI @OpenRouter @FireworksAI_HQ @baseten Will these ever drop on copilot subscriptions?

[David @TalentedTargets]

@stspanho @boztank great idea for the Oakley x Meta shades

[David @TalentedTargets]

@romanchernin I think Nebius should collaborate with Mistral on this

https://t.co/p3ww3kJqUT

[Delphine Bugner @DelphineBugner]

Keynote sketch from the intro of AI Now Summit, the very first conference of my company @MistralAI! Introducing tons of stuff including our very own @mistralvibe new work and code modes!!

[David @TalentedTargets]

@MMMTwealth Are you looking in the upcoming ipo/spin off Quantinuum?

[David @TalentedTargets]

@Gavriel_Cohen @MAStrackZi @BMeinl please follow her lead

[David @TalentedTargets]

@Gonzohall Gyms profit from people signing up for a year but never going. If most people were able to cancel monthly the calculation would break. But there is things like ClassPass for flexibility

[David @TalentedTargets]

@WizardCarrot @tmo_melonmaster @Pirat_Nation Well the goal was to get new training from real world and not from existing biases

[David @TalentedTargets]

@WizardCarrot @tmo_melonmaster @Pirat_Nation AI removes the human biases and might notice things human have been been missing

[David @TalentedTargets]

@tmo_melonmaster @Pirat_Nation How do expect to improve teaching if you can’t research how the children react to current methods

[David @TalentedTargets]

@socoloffalex I think it changed the packaging design

[David @TalentedTargets]

@lzminsky @Kalshi Good product, wrong audience. This should be pitched as a tool to gauge whether a company will beat or miss its next earnings. For example: tariffs, high fuel prices, high inflation and low consumer confidence -> consumer discretionary stocks are about to miss

[David @TalentedTargets]

@ariaradnia afaik it’s tied to both car sales and stock valuation

[David @TalentedTargets]

@mil000 https://t.co/grnkI4HkMR

[David @TalentedTargets]

@figma is designers favorite AI tool

$FIG $ADBE

[David @TalentedTargets]

@omooretweets There needs to be universal Robotaxi communication standard so they know what the other car is trying to do

[David @TalentedTargets]

@chewbacapalapa @omooretweets That’s true for FSD (supervised). The truly unsupervised version doesn’t not work otherwise they wouldn’t be still running trials a year after launch

https://t.co/iu50cp4m3v

[Bloomberg @business]

Tesla has just 42 vehicles operating as robotaxis in Texas almost a year after Elon Musk launched the service, a small fraction of the fleet commanded by rival Waymo https://t.co/mAIJIkYBru