gigilau

Security @LilaSciences, @defcon 34 speaker, AI Security @KhouryCollege @UCLA alum

[gigilau @gigilauuu]

@vv474172261 这个summit怎么样？

[gigilau @gigilauuu]

@SecBoxer Hi

[gigilau @gigilauuu]

@SecBoxer 哇你拿到12k的bounty了吗 好厉害

[DeepSeek @deepseek_ai]

🚀 Introducing DeepInfer, our in-house inference framework, now fully open source!

Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. We’re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable.

🔗 https://t.co/JGAik1kgk0

1/4

[Dario Amodei @DarioAmodei]

We Must Pace the Frontier: I’ve written a new essay on why the AI industry should slow down, with a three-part plan for doing so.

Anthropic is unilaterally committing to the first of these steps. We’ll provide third-party evaluators with permanent, employee-level access to our systems, so that they can verify adherence to our safety measures, report on incidents, and assess models’ alignment during training.

You can read the full post here: https://t.co/OGyPb7yaYt

[gigilau @gigilauuu]

@knowixbuilds Wow this is insane! Awesome work!

[gigilau @gigilauuu]

Making Usage & Context window Mods. This will replace my plugins in the bottom row

https://t.co/VT0Z9AG4Wn

#claude #mods

[Thariq @trq212]

a things about mods is that you can spin off forked agents to do additional work

e.g. make your own memory harness but spinning off a custom classifier every turn and then writing memories if it matches

I'm still working on making plan mode into a mod, more to come!

[gigilau @gigilauuu]

Excited to be a part of this journey

[gigilau @gigilauuu]

@nutlope Random AI security search😂

[gigilau @gigilauuu]

This is a good mental model. It even applies to the work today.

Breaking down AI into different layers, and that’s also how frontier lab company segment their teams.

[Hassan @nutlope]

First, here's a picture of the entire mental model (courtesy of @Coding_Career).

Let's dive into it by starting at the lowest level: the hardware layer.

[Claude @claudeai]

The Claude Startups program is expanding to more founders.

Members can get a year of Claude Team, API credits, special offers on the tools a startup runs on, and office hours with Anthropic’s Applied AI team.

[Cyber (In)Security @cybersec]

I've decided to finally release my vulnerability hunting methodology that I've been using for several months now, both in testing as well as live engagements with great success.

I was inspired by (and huge congrats to) the @Blackfrost_AI team open-sourcing Cyber-Frost Harness, their reproducible security-agent runtime with procedural skills, an evidence ledger, and isolated Docker targets for red/blue/purple work. 🎉

If you like the Cyber Frost Harness, and want some out of the box vulnerabilty hunting and POC development kit to go along with it - check out my VulnHunter.

It's already loadable: their harness reads standard SKILL.md skills. Point skill_dir at VulnHunter's (or run its installer), and the hunting, falsification, and PoC disciplines load immediately.

Repo: https://t.co/tK2fhcxwrI

CREDITS: This is fork of @CapitalOne original repo. I simply took it a step further on POC development and model agnostic. I'm also actively developing in my forked repo as I make more changes to it and welcome the contributions from the community as well.

I think I'm doing the whole "respect who you give credit to" drama, and I asked my model to double and triple check it. So i can blame the model if its wrong. Otherwise, dont put me on blast on X if i suck at credits. /s

Looking forward to developing on this further with the community.

[Lila Sciences @LilaSciences]

Get ready #SFTechWeek is coming! On Oct 7 we'll be at @trellis.social for breakfast + a panel for women and non-binary people in science and AI/ML, then MEET LILA 1–4pm. Come join us! https://t.co/v7tf9YhX6Z · https://t.co/PyIPFC27HZ #SFTechWeek

[gigilau @gigilauuu]

“Here’s to wanting. Here’s to dreaming”

Nicely written, people need real courage to face their own desire, want, needs, and flaws.

To those who dare to chase their dreams and face their true self

[Alexandr Wang @alexandr_wang]

Here’s to the wanting. Here’s to the dreaming. Here’s to everyone. https://t.co/FHcmqU3fYf

[gigilau @gigilauuu]

也是参加过世锦赛的人了👽

premium elite athlete 的title ☑️

有幸在全美第二、全球第九的女队🚣

下半年😭就只能安静工作了

风平浪静 的下半年

[gigilau @gigilauuu]

惊叹 @jasonzhou1993 的高效产出！已经看不过来了， 必须得用上obsidian webclipper lol

[Jason Zhou @jasonzhou1993]

We rebuilt Clay for agents
Powered by Jev + @treg_ai

No more $600 subscriptions, just $0.0089/lead

Try it at https://t.co/c1hpuBiL5J

- 85% cheaper than Clay
- #1 on people search bench accuracy
- Plugin to any agent

Fully open source, 0% markup

Git Repo below 👇

[gigilau @gigilauuu]

Mind blowing!! Need to test Jev asap!

[Jarrod Watts @jarrodwatts]

I built a trading bot with Jev!

Jev decides if it should "buy" or "sell", given the price feed of an asset pair, and executes real trades.

It uses Monad to place the orders on Kuru's on-chain order book in every 300ms block.

Demo link → https://t.co/vwl2SUu4jm

[gigilau @gigilauuu]

👀

[Odyssey @odysseyml]

Today we’re unveiling Odyssey-3, a big step forward for foundation world models.

It can control robots, power humanoids, drive cars (on the roads of India!), train AIs, pilot drones, and even play video games.

We can’t wait to see what intelligent systems it enables.

[WquGuru @wquguru]

工业革命：动力织机替代手工织工用了七十年；汽车替代马车用了大概40年。

信息革命：电脑替代打字员用了二十年；电子表格替代大批核算员花了不到十年。

每一次的模式基本都是先降薪再减人，最后整个职业消失殆尽。大模型是否会替代程序员？答案无疑是肯定的；新的职业机会会不会出现，答案同样是肯定的。