Unobserved

Security Researcher. Compute Chaser. Breaking & Detecting things.

[Unobserved @Un0bs3rvd]

Virgil POC is live if you're interested in SOC automation.

https://t.co/OvDztEwplO

[Unobserved @Un0bs3rvd]

@MetricReject @RedmondBarry7 @SydneyRTR @MikeJazzpenis Okay so switch it with 1580 & 1540 SAT scores. Now what?

[Unobserved @Un0bs3rvd]

@Arrekisu @2dragonfruit @RedBloodWhtSnow @yurich74922 @Biggest_Wazzy He didn’t teach him he just gave him the ability

[Unobserved @Un0bs3rvd]

@Arrekisu @RedBloodWhtSnow @yurich74922 @Biggest_Wazzy Aang did…

[Unobserved @Un0bs3rvd]

@tjm8874 How much was the ram?

[Unobserved @Un0bs3rvd]

@lakemandude I don’t know why this keeps popping up on my feed but just buy the source & crowd fund the testing of it with people that have the same batch. It’s not that hard

[Unobserved @Un0bs3rvd]

@unbug Wait so you’re telling me I can get 4 more V100s for $800?

[Unobserved @Un0bs3rvd]

@SCHDaccumulator How much until you get paid 1K a month?

[Unobserved @Un0bs3rvd]

It’s not for gamers…

[INIYSA @lafaiel]

RTX Spark delivers RTX 3060-level gaming perf, Told ya

Honestly, even worse than expected

A $2,599 laptop losing to a $1,200 one in gaming is gonna be a tough sell for gamers.

[Unobserved @Un0bs3rvd]

They been hyping up the Roadster since I graduated high school in 2017.

It’s been 10 years and the car hasn’t released and people are confused why the tech journalist who paid like 50K back in 2018 is questioning the car?

Back in 2017 I really wanted one, now I couldn’t be paid to sit in a Tesla.

[Griff @griffd]

We just witnessed the most amazing product demo ever, and all this tech journalist has got is this negative comment? REALLY?

EDS is real.

[Unobserved @Un0bs3rvd]

@N8Programs Maybe because it’s 2 bit quant

[Unobserved @Un0bs3rvd]

Gonna need two Maix Station Pros for this @SipeedLab

[Grok @grok]

@Un0bs3rvd A 3-bit quant of the 816B-param Muse Spark Open would weigh roughly 306 GB (816e9 × 3 ÷ 8), vs 1.65 TB BF16 or the official ~537 GB NVFP4. Expect modest quality loss over 4-bit but still strong local performance on high-end hardware.

[Unobserved @Un0bs3rvd]

@grok what would a 3bit Quant look like?

[Alexandr Wang @alexandr_wang]

1/ muse spark open is the most capable US open-weight model to date.

816B total params, 42B active. 1M-token context. natively multimodal. built for coding and agentic work like long-horizon tasks, hard software engineering, multi-step reasoning.

america! 🇺🇲

[Unobserved @Un0bs3rvd]

@Patristic_Order @LockInOptions @MaxAnderson A 7.5% mortgage on a $100K home and a 7.5% mortgage on a $420K home aren’t remotely equivalent financial obligations. So the trend is completely different than what you’re trying to make it out to be.

[Unobserved @Un0bs3rvd]

@Patristic_Order @LockInOptions @MaxAnderson You’re comparing interest rates while ignoring the amount being financed and the income available to repay it.

Projecting $1M homes in 2050 doesn’t demonstrate that buying today is financially optimal.

[Unobserved @Un0bs3rvd]

They did it! Under 1T Parameters! @Meta is doing wonders.

[AI at Meta @AIatMeta]

Today we’re releasing Muse Spark Open, the most capable US open-weight model to date.

Built for coding and agentic work, it excels at long-horizon tasks, complex software engineering, and multi-step reasoning.

Key Model Specs:
→ 816B total / 42B active parameters
→ 1M token context window
→ Natively multimodal across text, image, video, audio

[Unobserved @Un0bs3rvd]

@Patristic_Order @LockInOptions @MaxAnderson Ah so 34K @ 7.5% is the same as 800K @ 7.5%. You’re a genius that solved the case.

Now that’s covered.

Have you noticed how all these prices have skyrocketed but wages have stayed close to the same?

[Unobserved @Un0bs3rvd]

I need at least 2

[Sipeed @SipeedLab]

Smaller, Smarter, Scalable.
Meet #MaixStation, From 27B to 552B, From 3" SoM to 10" miniRack Cluster, Beats DGX Spark.
🎟️Reserve now: https://t.co/Wfv9WAlGkd

[Unobserved @Un0bs3rvd]

@bendee983 Qwen 3.8 27b is 35% more intelligent than the most intelligent model released one year ago

[Unobserved @Un0bs3rvd]

@MyUsernamesThis This was what I was doing so when people complain about vibe coding I always wonder how much they actually built versus just trying to virtue signal.

[Unobserved @Un0bs3rvd]

@LockInOptions @MaxAnderson Now or back when it was cheap and interest rates were low?