Anthony Brushwood

Software Engineer

[Jonas Mueller @jomulr]

AI promises to cure disease, but can frontier models interpret the images biotech/pharma scientists handle every day?

To evaluate this, we built the ATLAS Visual Life Sciences (VIALS) benchmark: 161 visual interpretation tasks from professional life sciences workflows including gel blots, plasmid maps, molecular structures, and phylogenies. These are the images/results that experiments actually produce, not polished figures from papers or textbooks.

We benchmarked today’s 10 leading multimodal models. Opus 5, GPT 5.6, and Gemini 3.7 all fail to crack 27% accuracy, and the other models like Kimi K3 & Grok 4.6 perform much worse.

In contrast, PhD-level biomedical scientists find these visual interpretation tasks straightforward. AI that cant interpret such images will have limited utility in life sciences R&D, where such artifacts are central to how scientists reason, communicate, and make research decisions.

We hope VIALS drives progress toward models that can.

[W @_common_W_]

Argentina are the only team out of all 48 participants not to have a single VAR intervention against them, despite committing the most fouls in the tournament. Do you even realize how insane that is?

[Paddy Power @paddypower]

Throwing a headbutt towards another player: Yellow card.

Touching someone's ponytail: Off you go.

[UtdXclusive @UtdXclusive]

Mockery 😂

[Anthony Brushwood @wdpk83point7]

@MartyPhee @daniel_cooper Legit idea though https://t.co/jsZ6AhsNXk

[Anthony Brushwood @wdpk83point7]

@havaianas help! I placed an order last night but it’s the wrong address can I change it before it’s ships?

[Anthony Brushwood @wdpk83point7]

@MartyPhee Only getting busier!

[Anthony Brushwood @wdpk83point7]

London showing up!

[Anthony Brushwood @wdpk83point7]

@MartyPhee I can’t breath

[Anthony Brushwood @wdpk83point7]

@resident_link Are you actually in business? The website no longer works and I have heard nothing from my last 3 emails.

[Anthony Brushwood @wdpk83point7]

@British_Airways if I book a flight to Austin, TX, will the flight be automatically re-routed currently (because of CDC requirements)? If so, how will I end up where I want to be.

[Anthony Brushwood @wdpk83point7]

@USAinUKConsular Thank you!

[COL Anne McClain @AstroAnnimal]

1/ One thing astronauts have to be good at: living in confined
spaces for long periods of time. Find yourself in a similar scenario? Here are
some pro tips...a thread.

[Anthony Brushwood @wdpk83point7]

@ACRO_Police_CST I haven't been sent a confirmation email after I paid and I have sent you another email and still nothing back. Can someone please look into this?

[Anthony Brushwood @wdpk83point7]

@USAinUK I have an appointment for report of birth, but my computer crashed before I could save the appointment sheet. I cant re-print one because I dont have the generated password. Is it required to come in?

[Tomek Sułkowski @sulco]

That feeling when you first discovered `document.designMode`

[eileencodes @eileencodes]

If you are using Rails, please update your applications as soon as possible. There is a critical and high vulnerability in every version. ❤️ 💎

[Anthony Brushwood @wdpk83point7]

@angetomasco @inboxbygmail @gmail Wow, it takes 13 minutes to switch. What kinda crazy SLA do they got going on

[Peter Cooper @cooperx86]

If you're on macOS and have Homebrew installed, run `brew cask install quicklook-json` and Quick Look will let you look into JSON files properly.

[Anthony Brushwood @wdpk83point7]

@wandbc What do I have to do to get a response. I tried calling, redirects me to website which doesn't give me anything. Like it was done purposefully to frustrate people. I just want to register for council tax. I have tried a couple forms on the website and nobody gets in touch