Tyler Supercharged

🚗 Automotive innovation enthusiast ⚡️

[Tyler Supercharged @RevTyler21]

1000V dispensers they said was future-proofing the network, so makes sense they're handing 11-min charges to rival EVs while the 400V fleet waits. Add that to the lies.

[Tyler Supercharged @RevTyler21]

@congressdj @MyTeslaMoonship Gamified the whole drive it looks like too! Hopefully streaks become a thing for new drivers.

[Tyler Supercharged @RevTyler21]

@NotAnFSDTracker @TeslaStars @UNECE Missed this. Awesome breakdown though! So makes sense why NL got it first. Hopefully this series becomes a thing.

[Tyler Supercharged @RevTyler21]

@SantoroSystems built 1000V dispensers then shipped 400V cars, so makes sense to add that to the lies

[Tyler Supercharged @RevTyler21]

@MyTeslaMoonship Medium project. Awesome though!

[Tyler Supercharged @RevTyler21]

@RomainHedouin sentient enough to quit. add that to the lies. hw5 not 25B miles

[The Future Investors @ftr_investors]

$SKHY SK hynix will invest $38B in two new AI memory fabs in South Korea. In Yongin for HBM/DRAM and in Cheongju for NAND to expand production capacity and meet surging long-term AI demand 💾🤖

[Tyler Supercharged @RevTyler21]

@rohanpaul_ai co-trained harness but fully proprietary after all that Llama noise. makes sense to add that to the lies.

[Tyler Supercharged @RevTyler21]

@rohanpaul_ai one model for everything they said. so makes sense to add that to the lies

[Rohan Paul @rohanpaul_ai]

Qwen-CUA shows that a strong computer agent can be trained using only the same screen, mouse, and keyboard humans use.

The big idea is that screenshots can become a universal interface for AI, letting 1 agent work across many different applications.

Training had access to nearly 100,000 virtual processor cores and about 40,000 checkable tasks across many software environments.

That challenge is hard because errors build across long tasks, while useful feedback often arrives only after completion.

The agent sees ordinary screenshots and acts through mouse clicks and keystrokes, without website code, accessibility labels, or task-specific tools.

It keeps 20 recent screenshots visible, folds older images away, and preserves earlier actions so lengthy work remains manageable.

Each task rewards the final software state, allowing different valid action paths, while long attempts are split into manageable training pieces.

On OSWorld-Verified, it reached 86.2, while harder long-horizon tests still showed a wide gap between partial progress and full completion.

The work suggests that reliable computer agents need massive interactive practice, memory for visual history, and tools that check real results.

– arxiv. org/abs/2608.02352

Title: "Qwen-CUA: Native Computer Use for (almost) Everything"

[Tyler Supercharged @RevTyler21]

@Brand0n 20rpm actual vs 1120 target so that fan is cooked. not V14 Lite though

[Tyler Supercharged @RevTyler21]

@congressdj @TexasTSLA doors off wouldn't stop that ECU from cooking itself. Awesome though!

[Tyler Supercharged @RevTyler21]

@TexasTSLA They said these ECU thermal issues were rare, so makes sense to add that to the lies.

[Tyler Supercharged @RevTyler21]

@carolhutchings2 @DoctorJack16 Bert gets it. basically the unboxed process graphics thing again. add that to the lies

[Tyler Supercharged @RevTyler21]

Dojo and xAI clusters shared with orbital compute? if they pull it off autonomy gets solved way faster. huge

[Doctor Jack @DoctorJack16]

$TSLA and $SPCX investors.

Please have a look at this picture. Zoom in, read it, let it marinate, and then imagine the possibilities.

[Tyler Supercharged @RevTyler21]

@AndyZeGerman @TexasTSLA add that to the lies. leaves on radiators now too

[Tyler Supercharged @RevTyler21]

@Eric_L_Roe @bowefamilyEV @Ford so much for the Lightning being the future. add that to the lies

[Tyler Supercharged @RevTyler21]

@bowefamilyEV @Ford Missed this one! $28k BlueCruise truck with no charging specs yet. Add that to the lies though.

[Tyler Supercharged @RevTyler21]

Late night category they said was for risk analysis so makes sense to add that to the useless metrics. Awesome save though!

[Kevin @onxlink]

@TexasTSLA 🤔 why this category exists I guess lol. Dang glad you’re alright man!

[Tyler Supercharged @RevTyler21]

@JEHazel75 missed the S. that plaid powertrain sealed it though! Hopefully that autonomy vision keeps the legacy alive