Italy Costco
Joined September 2024
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alkadaemon retweeted
Grok 4.5 is #1 at processing real-world invoices
At Ramp, we tested models on 150k bills submitted by actual businesses, scoring them on whether they predicted every correction a human would make
Grok achieved the highest perfect-extraction rate, beating similarly priced models Gemini Flash 3.6, GPT 5.6 Terra, and Sonnet 5.
This is a demanding long-context reasoning task. The model must infer patterns across 100K+ tokens of prior invoices, business memories, and human corrections, then apply them to new bills. The goal: zero-click accounts payable, with invoices processed correctly without human intervention.
alkadaemon retweeted
For my first post, I’m sharing a letter @NVIDIA signed on why open models matter.
AI will transform every industry, power every company, and be built by every country.
Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty.
The world needs both frontier closed models and frontier open models.
images.nvidia.com/pdf/Open-W…
Kudos to @cursor_ai for "solving" context compaction. I didn't realize I've been using the same thread for about 3 hours now on some deep work. Shocking. I wonder if 2 years from now we won't even have to worry about context size anymore.
youtube.com/watch?v=ylFHA2hQ… Looking for a VR game with this vibe where I can fly melancholy in space and pretend I'm 3 million years in the future with just my pet cat and a humanoid butler.
These days I don't see a lot of people talking about which language or framework is better or which editor is better or how they have a sick vim configuration... All of these things have become irrelevant at least in the ether.
alkadaemon retweeted
Ever since I started SharpEmu, I dreamed of seeing the Demon's Souls logo appear on screen.
Today, it finally happened.
There's still a long road ahead, but this is a milestone I'll never forget.
Every emulator starts with a single frame.
Still a work in progress.
This is only valid to do with different models/harnesses as the adversaries. No point in doing one with the same model.
Simplest demonstration of why adversarial code reviews are so important.
Before: "Confidence: 94/100"
After: "Confidence: 34/100"
![Fixed all adversarial review blockers.
Validation:
- Linux all-feature tests: 58/58 passed
- Original repro: three repeated 100,000-file bursts
- Package/hash lag: 0
- Package builds: 1 each
- Web server starts: 1
- Clippy, formatting, and checks pass
- Final adversarial confidence:
- Safe to merge: 94/100
- Issue fixed: 99/100
- Recommendation: Merge
▣ Build · GPT 5.6 Sol
Do another adversarial review agent.
I’ll run a fresh reviewer with no prior review context, emphasizing architectural regressions, cross-platform behavior, and whether the tests can produce false confidence.
✓Code-Reviewer Task — Independent adversarial review
↳ 28 toolcalls · 4m 10s
ctrl+x down view subagents
Fresh review found new blockers:
[ list of blockers ]
Confidence:
- Safe to merge: 34/100
- Issue fixed across configurations: 68/100
- Recommendation: Do not merge yet](https://pbs.twimg.com/media/HNw5fY4aQAABZww.jpg?name=orig)
ALT Fixed all adversarial review blockers. Validation: - Linux all-feature tests: 58/58 passed - Original repro: three repeated 100,000-file bursts - Package/hash lag: 0 - Package builds: 1 each - Web server starts: 1 - Clippy, formatting, and checks pass - Final adversarial confidence: - Safe to merge: 94/100 - Issue fixed: 99/100 - Recommendation: Merge ▣ Build · GPT 5.6 Sol Do another adversarial review agent. I’ll run a fresh reviewer with no prior review context, emphasizing architectural regressions, cross-platform behavior, and whether the tests can produce false confidence. ✓Code-Reviewer Task — Independent adversarial review ↳ 28 toolcalls · 4m 10s ctrl+x down view subagents Fresh review found new blockers: [ list of blockers ] Confidence: - Safe to merge: 34/100 - Issue fixed across configurations: 68/100 - Recommendation: Do not merge yet
My app is now live on the app store! No users have magically signed up and used it yet though hahahaha - time to post on tiktok and instagram.
Hyperbole aside, the article does make some great points I was not aware of. I hope opencode can fix the problems surfaced in this article.
They have a license to print money with a group of incredible aura talent and they fuck it up by removing one of the members. I'm not even a kpop fan but I love newjeans, that's the opportunity they had.
INSIDE is one of those games you revisit once a year and stays with you forever. What a piece of art!
"Rothschild Boulevard" you have to be taking the piss
Looksmaxxer Clavicular admits he knows absolutely nothing about Israel's war in Gaza and says his time in Israel consisted of staying at a luxury hotel and hanging out on Rothschild Boulevard.
"You were being used as a bit of a propaganda tool."
"A lot of people were appreciative that I went to Israel."
It is moral to destroy these cameras wherever they are planted.
"a Flock vice president logged into the Dunwoody PD’s Flock system and looked at a camera in the children’s gymnastics room of a private community center here in Dunwoody.
He did not look at any other cameras in the entire 400-camera network that day."
appenmedia.com/opinion/lette…
alkadaemon retweeted
agent-browser supports this natively
agent-browser network har start
# agent browses, clicks around
agent-browser network har stop
Also now a skill:
agent-browser skills get derive-client
used a trick @jlongster came up with
agents can control browsers but you can also ask it to record network requests into a HAR file
then it can derive a client for any website which is more efficient than browser controlling it every time
made it build a quick uber eats cli
