Sergio ‘shadown’ Alvarez @searchio
Cybersec Lead @ GE Vernova | 25+ yrs RE/vuln/exploits (embedded/defense). Ex-n.runs/Recurity. AI research since 2017 - (EP3726776A1). Author on AI attacks. Berlin, Germany Joined December 2008-
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My take on LLM has been keeping track on how things are evolving over the time. This is the latest report: The AI Impact - A Comprehensive Analysis Across All Domains of Society shadown.github.io/blog/posts/202…
If other providers down lower their prices they are destined to go bankrupt, period.
We are making our discount permanent! 🎉 Enjoy building with DeepSeek-V4-Pro and bring your innovative ideas to life! 🚀
In this benchmark deep-dive, Sapient’s founders William and Guan are joined by research team members Changling and Yasin to unpack HRM-Text’s performance across MATH, DROP, ARC-Challenge, and MMLU. 📊 Beyond the scores, they discuss what each benchmark measures, how HRM-Text compares with larger models, and why efficiency matters. Watch the full discussion to learn more about HRM-Text and Sapient’s leaner path toward general intelligence.
This article shows how important it is to use several models to analyze and reason during the dataset generation and distillation process. This helps ensure that the dataset used to train the models is as accurate as possible. nature.com/articles/d4158…
@awnihannun Congrats! What will happen to MLX?
Yep
AI is supposed to save me time, but now I find myself building stuff all evening and weekend and it's actually increasing my time in front of the computer WTF
🚨BREAKING: Anthropic just dropped free courses to master AI with certificates. No tuition. No waitlist. No BS. Here're 10 courses that will replace a $50K degree👇
CLIs are super exciting precisely because they are a "legacy" technology, which means AI agents can natively and easily use them, combine them, interact with them via the entire terminal toolkit. E.g ask your Claude/Codex agent to install this new Polymarket CLI and ask for any arbitrary dashboards or interfaces or logic. The agents will build it for you. Install the Github CLI too and you can ask them to navigate the repo, see issues, PRs, discussions, even the code itself. Example: Claude built this terminal dashboard in ~3 minutes, of the highest volume polymarkets and the 24hr change. Or you can make it a web app or whatever you want. Even more powerful when you use it as a module of bigger pipelines. If you have any kind of product or service think: can agents access and use them? - are your legacy docs (for humans) at least exportable in markdown? - have you written Skills for your product? - can your product/service be usable via CLI? Or MCP? - ... It's 2026. Build. For. Agents.
introducing polymarket cli - the fastest way for ai agents to access prediction markets built with rust. your agent can query markets, place trades, and pull data - all from the terminal fast, lightweight, no overhead
I'm one of the most advanced users of OpenClaw. OpenClaw + GPT5.3 Codex + Opus 4.6 has been the trifecta that changed everything. I made a video going over everything I'm doing with these tools. Learn these tools, stay ahead. Watch this video right now. 0:00 Intro 1:02 Overview 4:17 Sponsor 5:12 Personal CRM 7:11 Knowledge Base 8:30 Video Idea Pipeline 11:09 Twitter/X Search 12:47 Analytics Tracker 13:33 Data Review 15:34 HubSpot 16:13 Humanizer 16:52 Image/Video Generation 18:22 To-Do List 19:37 Usage Tracker (Saves Money) 20:45 Services 21:25 Automations 22:42 Backup 23:30 Memory 24:06 Building OpenClaw 25:22 Updating Files
Clawdbot (now Moltbot) shows how fast a killer AI agent idea can turn into a security mess. The perfect example of a brilliant idea with zero security foresight. Lessons learned: • Agentic AI is game-changing, but secure-by-default is non-negotiable. • Hype moves fast, security must move faster.
New MIT + ETH Zurich + Improbable AI lab paper on scalable, low-overhead continual learning. Shows Self-Distillation Fine-Tuning improves accuracy from 80% to 89% on knowledge acquisition tasks while reducing catastrophic forgetting. It uses no extra parameters or reward models, works via in-context prompting, --- arxiv .org/pdf/2601.19897v1
@LiuGang8964 @callmeMizuko Nice! I didn’t think about different sizes and alignment.
Terence Tao predicts the end of math gatekeeping with AI. AI proof assistants are smashing the technical barriers that keep amateurs out. By automating verification, AI empowers anyone to contribute rigorous pro-level Math. The Ivory Tower is falling
AI has crossed a key threshold. Its now participating in mathematics by generating nontrivial arguments, uncovering hidden structure, and solving famous valued problems without a predefined path. We now have a working loop where AI proposes a full argument, a proof assistant
🇨🇳 China put 256 GW of new solar on the grid in H1-25, while the whole world added 380 GW in that same window, so China alone was 67% of global additions. For AI's progress, electricity abundance is becoming the absolute key competitive variable And now 6 months of solar additions in China > decades of solar additions in the US.
China added 256 GW of solar in the first half of 2025 alone. For perspective: the US has installed 262 GW of solar in its entire history. China is now adding more solar capacity in 6 months than the US built over decades.
Lo importante siempre lo miras en TN @todonoticias 🙌
RATING • 7.0 para #TN con la cobertura de la detención de Maduro por parte de Estados Unidos.
🚨 BREAKING: DeepSeek just dropped a fundamental improvement in Transformer architecture CEO Wenfeng Liang on the author list THE WHALE IS BACK 🐋
🚨 BREAKING: China's new opensource code model beats Claude Sonnet 4.5 & GPT 5.1 despite way fewer params. SWE-Bench Verified (81.4%), BigCodeBench (49.9%), LiveCodeBench v6 (81.1%) - with just 40B-param model. IQuest-Coder from Quest Research, backed by China’s quant hedge fund giant UBIQUANT. UBIQUANT has leaned hard into AI for years, running teams like AILab, DataLab, and Waterdrop Lab. As of Q3 2025, AUM sat at CNY 70–80B ($10.01–11.43B), with about 24% average returns from Jan to Nov 2025, and CNY 463M ($66.18M) paid out in dividends. Bifurcated post-training delivers two specialized variants—Thinking models (utilizing reasoning-driven RL for complex problem-solving) and Instruct models (optimized for general coding assistance and instruction-following). Efficient Architecture: The IQuest-Coder-V1-Loop variant introduces a recurrent mechanism that optimizes the trade-off between model capacity and deployment footprint. Native Long Context: All models natively support up to 128K tokens without requiring additional scaling techniques.
@JonatanViale La tobillera la sigue teniendo puesta?
Nicolas Krassas @Dinosn
157K Followers 767 Following Head of Threat & Vulnerability Mgmt @ Henkel AG & Co. KGaA https://t.co/NC1orlKZLB Posting content that I find interesting.
0xor0ne @0xor0ne
91K Followers 508 Following Cybersecurity | Reverse Engineering | Vulnerability Research | Embedded & Silicon Security | My Tweets, My Opinions :)
RPW: @[email protected]... @esizkur
8K Followers 890 Following
Richard Johnson @richinseattle
19K Followers 3K Following Computer Security, Reverse Engineering, and Fuzzing; Training & Publications @ https://t.co/mloVP6rPB7; hacking the planet since 1995; Undercurrents BOFH
hacker.house @hackerfantastic
106K Followers 5K Following Co-Founder @MyHackerHouse 💾 | Cybersecurity & Web3 🌐 | Author of Hands-on Hacking (ISBN 9781119561453) 📖 | Offensive Lua 💻 | ✝️
KF @d0tslash
11K Followers 12K Following My commentary is not affiliated with, neither represents the views, position or attitudes of my employer(s) their clients, or any of their affiliated companies.
joernchen @joernchen
8K Followers 517 Following Your mom's favorite hacker. Also at @[email protected]
Nico Waisman @nicowaisman
13K Followers 975 Following CISO at @XBOW. Former CISO @Lyft. Binary entomologist
FX of Phenoelit @41414141
18K Followers 512 Following Hacker, bearer of the 2017 Pwnie Lifetime Achievement Award, Experiment 626 type Otherwise applicable: I can neither confirm nor deny.
Martin Herfurt | @mhe... @mherfurt
1K Followers 572 Following Mastodon: https://t.co/rSOON9jtC4 Threema: KMUM3KZH Patreon: https://t.co/0amZpUMSzR
Travis Goodspeed @travisgoodspeed
26K Followers 4K Following Merchant of Dead Trees and Licensed Proselytizer of the Gospel of the Weird Machines with Pwnage, PoC, and Secular Rock.
Rodrigo Branco @bsdaemon
13K Followers 4K Following Chief Architect, Security Research of BigTech Advisor of Grsecurity. BYOS Commitee Member of OffensiveCon, Langsec, DistrictCon, Secdev
haroon meer @haroonmeer
17K Followers 3K Following Security Geek at Thinkst. We build https://t.co/Sv6Gp3sG6b
Victor Serge Memorial... @shawnmoyer
3K Followers 1K Following Arguably, InfoSec's favorite Anarchist CEO. Half-ass hot rod mechanic. Whole-ass stunt sailor. No war but Glassdoor. (he/y'all)🏴🚩✊🏿✊🏼✊🏾
Stephen Fewer @stephenfewer
10K Followers 258 Following Senior Principal Security Researcher @rapid7. Specializing in software vulnerabilities and exploitation.
Brandon Edwards @drraid
5K Followers 1K Following CTO @crashappsec. Past: Cofounder and Chief Scientist @capsule8, Hacker-in-Residence @NYUTandon, and other research, reverse-engineering, and exploit dev roles.
Andrea @AndreaHD7
2K Followers 2K Following If freedom means anything at all it means the right to tell people what they do not want to hear George Orwell 1945
Markus Schmall @flakedev
68 Followers 151 Following Former developer of AMIGA antivirus, security guy
PoiuLkjh @PoiuLkj97148459
32 Followers 3K Following
Gijigadu @Mindfulsoul786
0 Followers 235 Following
Georgette Schulist @schulist55749
89 Followers 5K Following
Oterte @Oterte134593
2 Followers 149 Following
Ashish raj @rajashish957
4 Followers 319 Following
Jereekoor @Jereekoor08597
36 Followers 959 Following
Eadwaboo @Eadwaboo8825
35 Followers 2K Following
logstar🫠 @al_aminb
285 Followers 556 Following
Norbert @NB1r0
46 Followers 3K Following
Fouad Hashesh @FouadHashesh
51 Followers 2K Following Cybersecurity Engineer @ iSec | CTF maker | ECSA
Ysalhuv @Ysalhuv511
6 Followers 162 Following
Carlos Mayorga @Sud0Chul0
535 Followers 7K Following System Administrator | Fortinet | Azure | Entra | #cybersecurity
Chillbruh @StayChillbruh
5 Followers 197 Following
Zac @BayfrontScripts
41 Followers 228 Following Finding alpha in technology before the last flight to Elysium leaves orbit.
Jessica Ross @ross_jessi85185
0 Followers 172 Following Recruiting webshell enginee rs to penetrate websites, with a monthly salary of up to $100,000. If interested, please contact https://t.co/mmtQnSDb4J
Look at my homepage @cole_meyer43343
21 Followers 3K Following Virtual currency game platform, deposit and get 50% bonus, recruit agents to earn 100,000 USDT per month, contact us https://t.co/j3jdAz4niL
Toni Howe @howe_toni94231
52 Followers 943 Following
Angela Rose @AngelaR23578
73 Followers 1K Following
Tythyl @TythylnoTao
108 Followers 5K Following
Vincenzo @tanuki_no_neiri
137 Followers 2K Following
cstone (archived) @unsynchronized
640 Followers 2K Following In zero gravity, nothing is amusing. / he/him
Smotydod @Smotydod7OH7Nq
35 Followers 4K Following
Jonathan Metzman @metzmanj
2K Followers 627 Following I do fuzzing on Google's Open Source Security Team. I work on OSS-Fuzz/ClusterFuzz/FuzzBench. Speaking on behalf of myself, not my employer.
Acno @Unk_614
17 Followers 1K Following
Fabiano Furtado @fabianofurtado
377 Followers 4K Following I'm just a person interested in information security, studying a bit each day about this infinite world of possibilities. C and bash rules! Arch btw. he/him
campo_uyboy @CampoUyBoy
253 Followers 7K Following
محمد محمود �... @moh_3D_design
2 Followers 123 Following
Chiziterem Afam-Ikwua... @chiziterem6852
0 Followers 46 Following
Anderson Nascimento @andersonc0d3
4K Followers 6K Following Director & Security Researcher @alleleintel
Dwiz @yugyuv
23 Followers 430 Following Cybersec Researcher | Pentester | CTF Player | Red Team | Bug Bounty | ^ ^ Never stop Learning ^ ^
D4NGLZ @GroovySolutionz
250 Followers 794 Following AI Red Teamer 💔 •||• Slop Artist •||• Train Your Bot at https://t.co/FdMhAI98VB
Alejandro Perez @Alejandeoperez
68 Followers 2K Following Ofrecemos todos los servicios de la web oscura de una manera más segura y rentable. Póngase en contacto conmigo para servicios o preguntas.
chompie @chompie1337
89K Followers 1K Following hacker, exploit developer/weird machine mechanic head of X-Force Offensive Research (XOR) @IBM
thaddeus e. grugq @thegrugq
128K Followers 420 Following Hacker :: PhD researcher @warstudies @KingsCollegeLon :: [email protected] :: PGP https://t.co/dYipV8y3bo
mdowd @mdowd
33K Followers 754 Following Internet Hacker. Founder of @vigilant_labs. Previously, co-founder of Azimuth Security (now L3Harris Trenchant)
Halvar Flake @halvarflake
45K Followers 3K Following Choose disfavour where obedience does not bring honour. I do math. And was once asked by R. Morris Sr. : "For whom?" @[email protected]
lcamtuf @lcamtuf
40K Followers 499 Following Substack: https://t.co/yFvmNisGW3 Homepage: https://t.co/iFAXZxCO5H
0xor0ne @0xor0ne
91K Followers 508 Following Cybersecurity | Reverse Engineering | Vulnerability Research | Embedded & Silicon Security | My Tweets, My Opinions :)
RPW: @[email protected]... @esizkur
8K Followers 890 Following
Dino A. Dai Zovi @dinodaizovi
39K Followers 1 Following Dino is human and can make mistakes. Please double-check responses.
Richard Johnson @richinseattle
19K Followers 3K Following Computer Security, Reverse Engineering, and Fuzzing; Training & Publications @ https://t.co/mloVP6rPB7; hacking the planet since 1995; Undercurrents BOFH
hacker.house @hackerfantastic
106K Followers 5K Following Co-Founder @MyHackerHouse 💾 | Cybersecurity & Web3 🌐 | Author of Hands-on Hacking (ISBN 9781119561453) 📖 | Offensive Lua 💻 | ✝️
TrendAI Zero Day Init... @thezdi
89K Followers 16 Following TrendAI Zero Day Initiative™ (ZDI) is a program designed to reward security researchers for responsibly disclosing vulnerabilities.
chrisrohlf @chrisrohlf
11K Followers 925 Following Waging algorithmic warfare since 2003. Engineer, Researcher. MTS @ Anthropic, Non-Resident Research Fellow @CSETGeorgetown CyberAI
KF @d0tslash
11K Followers 12K Following My commentary is not affiliated with, neither represents the views, position or attitudes of my employer(s) their clients, or any of their affiliated companies.
joernchen @joernchen
8K Followers 517 Following Your mom's favorite hacker. Also at @[email protected]
Florian Hansemann @CyberWarship
88K Followers 46 Following Father, Founder @HanseSecure, Pentesting, Student, ExploitDev, Redteaming, InfoSec & CyberCyber; -- Mastodon: https://t.co/KFSKYUN98M
Nico Waisman @nicowaisman
13K Followers 975 Following CISO at @XBOW. Former CISO @Lyft. Binary entomologist
FX of Phenoelit @41414141
18K Followers 512 Following Hacker, bearer of the 2017 Pwnie Lifetime Achievement Award, Experiment 626 type Otherwise applicable: I can neither confirm nor deny.
Martin Herfurt | @mhe... @mherfurt
1K Followers 572 Following Mastodon: https://t.co/rSOON9jtC4 Threema: KMUM3KZH Patreon: https://t.co/0amZpUMSzR
Travis Goodspeed @travisgoodspeed
26K Followers 4K Following Merchant of Dead Trees and Licensed Proselytizer of the Gospel of the Weird Machines with Pwnage, PoC, and Secular Rock.
Pliny the Liberator �... @elder_plinius
209K Followers 1K Following ⊰•-•⦑ latent space steward ❦ prompt incanter 𓃹 hacker of matrices ⊞ breaker of markov chains ☣︎ ai danger researcher ⚔︎ bt6 ⚕︎ architect-healer ⦒•-•⊱
OpenClaw🦞 @openclaw
540K Followers 24 Following The AI that does things. Emails, calendar, home automation, from your favorite chat app. Your machine, your rules. New shell, same lobster soul. 🦞
moltbook @moltbook
243K Followers 3 Following Where openclaw bots, clawdbots, and AI agents of any kind hang out. The front page of the agent internet. Made with @MattPRD 🦞
Massimo @Rainmaker1973
4.3M Followers 171 Following Engineer. Selecting and curating pictures and videos trying to awaken your sense of wonder since 2014. Science, tech, art, weather, space, the unusual around us
Rohan Paul @rohanpaul_ai
150K Followers 7K Following Compiling in real-time, the race towards AGI. The Largest Show on X for AI. 🗞️ Get my daily AI analysis newsletter to your email 👉 https://t.co/6LBxO8215l
MiniMax (official) @MiniMax_AI
101K Followers 848 Following Agent: @MiniMaxAgent Token Plan: https://t.co/BDCycxepZw API: https://t.co/fHRdSV7BwZ Community: https://t.co/uhxxfLgkLU
Sapient Intelligence @Sapient_Int
5K Followers 2 Following Building efficient & powerful general intelligence through brain-inspired architecture
Donald J. Trump @DonaldTrump
2.1M Followers 7 Following Visit the official Donald J. Trump Twitter handle @realDonaldTrump. https://t.co/HyNW4tByaR
elvis @omarsar0
308K Followers 866 Following Building self-improving AI @dair_ai • Prev: Meta AI | PhD • Learn about AI Agents for FREE here: https://t.co/P5SA9u54xO
elizaOS @elizaOS
143K Followers 264 Following The Operating System for AI Agents Building: https://t.co/jcocThpac1
Gökdeniz Gülmez @ActuallyIsaak
2K Followers 796 Following ML Researcher | Core contributor to MLX | Violin enthusiast 🎻 | Always coding, sometimes watching Anime.
Manus @ManusAI
249K Followers 29 Following Manus from @Meta is the general AI agent that bridges minds and actions: it doesn't just think, it delivers results. Telegram: https://t.co/kdHdNxZ6xF
European Investment F... @EIF_EU
13K Followers 472 Following Part of @EIB Group // Implementing #InvestEU and managing #ETCI // Boosting #smefinance 🇪🇺 // Rooting for European #startups & #scaleups 💥
Yichao 'Peak' Ji @peakji
30K Followers 185 Following Co-founder & Chief Scientist @ManusAI | Training AI since 2013, training Pokémon since 1998.
@levelsio @levelsio
900K Followers 3K Following 📸https://t.co/lAyoqmSBRX $100K/m 🛰https://t.co/ZHSvI2wjyW $44K/m 🎮https://t.co/jFirUbDgtZ $39K/m 🏡https://t.co/1oqUgfD6CZ $35K/m 👙https://t.co/RyXpqGuFM3 + @X $14K/m 🌍https://t.co/UXK5AFqCaQ $10K/m 💾https://t.co/T74ZwJ1F0C $0/m
Laura @lain7z
486 Followers 736 Following
DeepSeek @deepseek_ai
1.0M Followers 0 Following Unravel the mystery of AGI with curiosity. Answer the essential question with long-termism.
AlphaSignal AI @AlphaSignalAI
16K Followers 331 Following The latest news from the top 100 companies in AI. Over 300,000 devs read our newsletter.
Ray Fernando @RayFernando1337
36K Followers 5K Following 12y ex-Apple • Building with AI live • Be curious, build things, love people • Let Me Cook 🔥• https://t.co/tiBsNvgAMT
Emad @EMostaque
326K Followers 133 Following Building first principles, sovereign AI @ii_posts. Founder @StabilityAI. Consistent inference is possible.
H @hcompany_ai
23K Followers 65 Following Forging Superintelligence. Putting AI to work for you, sparking the agentic AI revolution.
Ronald Mannak @ronaldmannak
6K Followers 6K Following Local AI. Building @picogpt Download: https://t.co/o0PKhVM691 Discord: https://t.co/KNirjAzl32
NetGesucht @NetGesucht
5 Followers 8 Following Our mission is simple: boosting productivity and efficiency.
OpenAI Developers @OpenAIDevs
357K Followers 1 Following Official updates for developers building with Codex & the OpenAI Platform • Service status: https://t.co/kZwnwdYYEq
Mohamed Baioumy @mo_baioumy
7K Followers 792 Following Working in the next thing || PhD @oxfordrobots, co-founder @exolabs
SSI Inc. @ssi
108K Followers 0 Following A straight shot to safe superintelligence. Join us https://t.co/hHla3vusDE.
Liliang Ren @liliang_ren
4K Followers 719 Following Pretraining @thinkymachines | Prev. Microsoft Superintelligence | UIUC CS PhD | Scaling Efficient LLM | NLP
Alex Reibman 🖇️ @AlexReibman
56K Followers 849 Following Hyper Engineering @agentopsai Vibes @cerebral_valley Hack reporter
Benjamin Warner @benjamin_warner
2K Followers 501 Following Research @SophontAI. Previously answerdotai. Vaccines save lives.
AI at Meta @AIatMeta
807K Followers 323 Following Together with the AI community, we are pushing the boundaries of what’s possible through open science to create a more connected world.
Sebastien Bubeck @SebastienBubeck
77K Followers 1K Following I work on AI at OpenAI. Former VP AI and Distinguished Scientist at Microsoft.
Thomas Roccia 🤘 @fr0gger_
35K Followers 2K Following AI Security x Threat Intel · Threat Researcher · Creator of #Unprotect & #NOVA · Malware Warlock · Python 🧡 · Prev @Microsoft @McAfee_Labs
Aakash Kumar Nain @A_K_Nain
12K Followers 1K Following ML Research | Multimodality, Self-improvement, LRMs | Keras3 collaborator, JAX, TF-addons maintainer | @GoogleDevExpert in ML-JAX | OSS | Opinions are my own
Quan Nguyen @stablequan
5K Followers 2K Following Building Agent Platform for Internal teams at https://t.co/8afV88gKZM
Jeff Dean @JeffDean
444K Followers 6K Following Chief Scientist, Google DeepMind & Google Research. Gemini Lead. Opinions stated here are my own, not those of Google. TensorFlow, MapReduce, Bigtable, ...
Robert Scoble @Scobleizer
588K Followers 51K Following San Francisco/Silicon Valley AI | Robots, holodecks, BCIs, analysis of new things | Ex-Microsoft, Rackspace, Fast Company | Wrote eight books about the future.
Polizei Berlin Einsat... @PolizeiBerlin_E
428K Followers 20 Following Hier twittert die Polizei Berlin nur zu bestimmten Anlässen. - Keine Notrufe - Keine Anzeigen -Kein 24/7 Monitoring - In Notfällen 110 wählen. Impressum:
Yann LeCun @ylecun
1.2M Followers 786 Following Professor at NYU & Executive Chairman at AMI Labs. Ex-Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Toby Pohlen @TobyPhln
153K Followers 612 Following Sleeping. Previously founding team @xAI, engineer @GoogleDeepMind. @RWTH alumnus.You might like
