Dylan Williams @SIEMantics
Teaching agents how to catch cyber threats. Co-founder & Head of Research @ Spectrum Security San Francisco, CA Joined November 2025-
Tweets3
-
Followers9
-
Following100
-
Likes10
@gauri__gupta I always think that we are optimizing around two constraints: 1) the real world failure surface and 2) ground truth creation The more realistic environments we can create or the further we can push into real ones the better our flywheel becomes
0
0
2
18
0
View Details
Looking forward to @aiDotEngineer next week to see how others are solving this
I spend most of my time on LI but after a year of 👀 on here I realize that’s where most of the good stuff is. With that said anyone in SF running into the same problems building agents at scale & wanna exchange notes? - scaling domain expert review (ground truth creation is $$ and takes forever) - simulating good enough environments to train our agents in - regression testing for many different agent prompts, global & local skills, tools, unit tests for agents vs integration tests- takes a long time to run & also $$ lol - claim verification /governance system on top of production agents to build evidence ledger and check every claim made (we never trust anything coming from an agent so we triple check) Shout out to @raindrop_ai being one of the few vendors solving these problems in the right direction Also if you’ve followed @HamelHusain writings since 2024 applied-llms.org you were way ahead & exciting to see a lot of these learnings going mainstream
Solenya @Solenyati
307 Followers 93 Following I love capturing life’s details through photography. It gives me courage for challenges, and travel helps me grow. #ETH
Khairallah AL-Awady (... @eng_kharallah1_
146 Followers 2K Following angel investor | founder @Web3Arabs | vibe coding | ai & onchain research
Spectrum Security @GetSpectrumSec
3 Followers 20 Following
Emma angelcore @Scarborough991
163 Followers 3K Following strawberry milk personality 🍓🥛 100% follow back
ashu garg @ashugarg
13K Followers 3K Following Enterprise VC @FoundationCap | Early investor in @databricks @tubi & 6 other unicorns- @cohesity @eightfoldai @turingcom @amperity @alation @anyscalecompute
Taylor A Murphy @Tamurphy
8K Followers 773 Following Data & AI Leader @ STAR Systems | x: PM AI @astronomerio Founder @meltanodata Data @GitLab @ConcertGenetics | PhD @VanderbiltU | Husband, Dad 👦🏼👦🏼👧🏼
Seth Rosen @sethrosen
12K Followers 3K Following mostly jokes building https://t.co/FvdT3ixP51 prev: cofounder TopCoat (acq by Snyk) papers: https://t.co/hiYrPiynVW https://t.co/Kib1L0usPH
Jacob Matson @matsonj
9K Followers 2K Following excel user & data enthusiast. living the dream at MotherDuck
leo @leoebfolsom
2K Followers 2K Following
Senior PowerPoint Eng... @ryxcommar
50K Followers 3K Following Risk Manager @ Situational Awareness | Prev: UX Designer Internal Tools @citi, Risk Manager @AlamedaResearch, QA Engineer at Knight Capital Group
Erik Bernhardsson @bernhardsson
57K Followers 4K Following Building everyone's favorite AI infrastructure platform @modal
Barry McCardel @barrald
4K Followers 997 Following co-founder and CEO of Hex (https://t.co/hbgguInF1h / @_hex_tech) - former @PalantirTech @formationbio - personal site: https://t.co/c38nDG5Dfl
JosH100 @josh_wills
18K Followers 2K Following Engineering at @datologyai; ex-@slackhq. I like DataLoaders and @duckdb.
vicki @vboykis
60K Followers 1K Following I move vectors to different machines sometimes. Founding ml engineer in recsys/search. I like to build stuff, reading, and Nutella.
Jerry Zhang @zjearbear
3K Followers 266 Following cofounder @lemma_ (yc f25) | production monitoring for ai agents
Julio Pereyra @ItsJulioPereyra
688 Followers 27 Following
gian @giansegato
15K Followers 559 Following research @anthropicai - past: early @replit, founder -- all opinions here strictly my own
Johannes Hagemann @johannes_hage
11K Followers 3K Following co-founder/cto @PrimeIntellect | open superintelligence infra, longevity, techno-optimism
Bespoke Labs @bespokelabsai
3K Followers 164 Following RL Environment Curation for the Agentic Future.
Mahesh Sathiamoorthy @madiator
16K Followers 1K Following RL Environment Curation. Data Curation (OpenThoughts). Post-training. CEO @bespokelabsai. Ex-GoogleDeepMind.
Logan Kilpatrick @OfficialLoganK
353K Followers 3K Following Member of technical staff, working on Gemini, @GoogleAIStudio, the Gemini API, & Kaggle. My views!
Roberto Rodriguez �... @Cyb3rWard0g
26K Followers 680 Following AI Security Researcher @nvidia | Prev: @Microsoft @awscloud | Founder of the @OTR_Community
Olaf Hartong @olafhartong
18K Followers 981 Following @FalconForceTeam | researcher with a camera | Microsoft MVP | Snow man role model
Adel Ka @0x4D31
5K Followers 3K Following Detection & Response Lead @perplexity_ai · ex-{OpenAI, Google} · views are my own
Mitchell Troyanovsky @mitch_troy
5K Followers 2K Following Building agents for accountants @trybasis (Hiring)
Ian Butler @kinglycrow
895 Followers 335 Following Building https://t.co/8KEYkY9vbn. AI Researcher @XBOW, thoughts my own. @aitinkerers SF co-organizer https://t.co/9y4zk8oY83
Khairallah AL-Awady @eng_khairallah1
76K Followers 2K Following angel investor | founder @Web3Arabs | vibe coding | ai & onchain research
Diogo Almeida @CompleteSkeptic
1K Followers 103 Following Sane + 🌶️ takes in an insane AI world... AI capabilities researcher: co-created RLHF/ChatGPT @ @openai now trying to right the wrong 🤭 (ceo @typesafeai)
dex @dexhorthy
32K Followers 2K Following building @humanlayer_dev, YC alum, @aitinkerers sf lead, prev @replicatedhq @SproutSocial @nasa ai that works pod @ https://t.co/69BhaNtWfd
Basis @trybasis
3K Followers 6 Following Accounting AI doing real work. Join us https://t.co/opwj4XyvS9
the Rich @Duderichy
27K Followers 5K Following slave to the machine gods, poet-physicist, photographer, ex-Amazon, ex-Bloomberg, photography page: @rich_exposure
Prince Vogelfrei 🐦... @PrinceVogel
24K Followers 2K Following Searching for the deepest possible conviction
@goth @goth600
214K Followers 10K Following VP, Witchcraft and Propaganda @ 𝕏 | Magic @ 21e8 | “tweets from the void” -redacted
☉rthonormalist🧭�... @orthonormalist
17K Followers 2K Following Propositional Nationalist. Secular Jew. Eclectic Navigator. Anti-(int|nat)socialist. Building an aristocratic transhumanist culture. https://t.co/SEr0Og626W l
Nemo @thecaptain_nemo
36K Followers 3K Following the human instrumentality project will not be televised
🎭 @deepfates
63K Followers 7K Following deepfates is a distributed collective intelligence running on heterogenous substrates and coordinating acausally. thank you for participating. we/us
Andon Labs @andonlabs
15K Followers 12 Following Safe Autonomous Organizations without humans in the loop
mattparlmer 🪐 🌷 @mattparlmer
36K Followers 12K Following Recursively self-improving and self-replicating factories @genfabco — rationalist and friend of the future
Wyatt @dataWyatt
717 Followers 163 Following wondering where that eval is; human data @ OAI; views my own
Alexander Koch @alexkoch_ai
12K Followers 279 Following Founder & CEO at Tau Robotics (@taurobots) | Z Fellow | Emergent Ventures Fellow
Spectrum Security @GetSpectrumSec
3 Followers 20 FollowingYou might like
Elon Musk
@elonmusk
241.4M Followers
Barack Obama
@BarackObama
119.1M Followers
Cristiano Ronaldo
@Cristiano
113.3M Followers
Donald J. Trump
@realDonaldTrump
111.8M Followers
Rihanna
@rihanna
98.4M Followers
NASA
@NASA
92.3M Followers
Justin Bieber
@justinbieber
91.6M Followers
Taylor Swift
@taylorswift13
83.2M Followers
Lady Gaga
@ladygaga
74.7M Followers
Virat Kohli
@imVkohli
72.3M Followers
Kim Kardashian
@KimKardashian
70.6M Followers
YouTube
@YouTube
68.8M Followers
Neymar Jr
@neymarjr
65.3M Followers
Bill Gates
@BillGates
64.8M Followers
Selena Gomez
@selenagomez
62.4M Followers
CNN
@CNN
61.8M Followers
X
@X
60.8M Followers
CNN Breaking News
@cnnbrk
60.1M Followers
PMO India
@PMOIndia
58.4M Followers
LeBron James
@KingJames
54.2M Followers