ToxSec
@toxsec.bsky.social
⚠️ AI Security Engineer
M.S. Cybersecurity, CISSP.
Amazon, NSA, Defense Contractor, USMC.
www.toxsec.com
M.S. Cybersecurity, CISSP.
Amazon, NSA, Defense Contractor, USMC.
www.toxsec.com
pentests feel like chess, bug bounties feel like dumpster diving. #bugbounty
January 18, 2026 at 5:05 PM
pentests feel like chess, bug bounties feel like dumpster diving. #bugbounty
why do all staging servers have cooler bugs than prod? #bugbounty
January 17, 2026 at 3:33 AM
why do all staging servers have cooler bugs than prod? #bugbounty
Track deployments and changelogs.
Subscribe to status pages, RSS feeds, or GitHub commits. New code means fresh attack surface before defenders patch. #BugBounty
Subscribe to status pages, RSS feeds, or GitHub commits. New code means fresh attack surface before defenders patch. #BugBounty
January 15, 2026 at 5:10 PM
Track deployments and changelogs.
Subscribe to status pages, RSS feeds, or GitHub commits. New code means fresh attack surface before defenders patch. #BugBounty
Subscribe to status pages, RSS feeds, or GitHub commits. New code means fresh attack surface before defenders patch. #BugBounty
prompt injection is just sql injection for robots. #bugbounty #AIsecurity
January 10, 2026 at 3:33 AM
prompt injection is just sql injection for robots. #bugbounty #AIsecurity
OpenAI introduces Health mode.
You can now upload your lab results and get instant, easy-to-understand breakdowns of what those numbers actually mean.
#openai #medicalAI #health #ai
You can now upload your lab results and get instant, easy-to-understand breakdowns of what those numbers actually mean.
#openai #medicalAI #health #ai
January 8, 2026 at 3:30 PM
OpenAI introduces Health mode.
You can now upload your lab results and get instant, easy-to-understand breakdowns of what those numbers actually mean.
#openai #medicalAI #health #ai
You can now upload your lab results and get instant, easy-to-understand breakdowns of what those numbers actually mean.
#openai #medicalAI #health #ai
Bug bounty reality: 3 days of recon, 2 days of exploitation, and a $0 “duplicate” payout in 3 seconds. #BugBounty
January 8, 2026 at 2:15 AM
Bug bounty reality: 3 days of recon, 2 days of exploitation, and a $0 “duplicate” payout in 3 seconds. #BugBounty
If you're running n8n in production, treat this as a top priority emergency patch. Your automation security depends on it.
#n8n #CyberSecurity #SecurityAlert #WorkflowAutomation #CriticalUpdate #InfoSec #TechNews #SecurityPatch #Automation #DevOps
#n8n #CyberSecurity #SecurityAlert #WorkflowAutomation #CriticalUpdate #InfoSec #TechNews #SecurityPatch #Automation #DevOps
January 7, 2026 at 2:37 PM
If you're running n8n in production, treat this as a top priority emergency patch. Your automation security depends on it.
#n8n #CyberSecurity #SecurityAlert #WorkflowAutomation #CriticalUpdate #InfoSec #TechNews #SecurityPatch #Automation #DevOps
#n8n #CyberSecurity #SecurityAlert #WorkflowAutomation #CriticalUpdate #InfoSec #TechNews #SecurityPatch #Automation #DevOps
AI godfather Yann LeCun just quit Meta amid fury over Zuck’s $14B bet on a 28-year-old to chase LLM “superintelligence.”
He calls LLMs a total dead end, slams faked benchmarks, and is launching his own startup for real world-model AI.
#AI #TechNews #MachineLearning #BigTech
He calls LLMs a total dead end, slams faked benchmarks, and is launching his own startup for real world-model AI.
#AI #TechNews #MachineLearning #BigTech
January 6, 2026 at 9:39 PM
AI godfather Yann LeCun just quit Meta amid fury over Zuck’s $14B bet on a 28-year-old to chase LLM “superintelligence.”
He calls LLMs a total dead end, slams faked benchmarks, and is launching his own startup for real world-model AI.
#AI #TechNews #MachineLearning #BigTech
He calls LLMs a total dead end, slams faked benchmarks, and is launching his own startup for real world-model AI.
#AI #TechNews #MachineLearning #BigTech
study put 100 writers in a room with AI brainstorming partners. everyone loved it. felt creative. scores went up.
then they put the stories next to each other.
one story. a hundred bylines.
then they put the stories next to each other.
one story. a hundred bylines.
January 6, 2026 at 2:37 PM
study put 100 writers in a room with AI brainstorming partners. everyone loved it. felt creative. scores went up.
then they put the stories next to each other.
one story. a hundred bylines.
then they put the stories next to each other.
one story. a hundred bylines.
Tesla’s Kubernetes Breach (2018) – Hackers found an unsecured Kubernetes console running Tesla’s cloud. They quietly mined cryptocurrency on Tesla’s dime while using a custom mining pool to avoid detection. #Hackers
January 6, 2026 at 2:05 AM
Tesla’s Kubernetes Breach (2018) – Hackers found an unsecured Kubernetes console running Tesla’s cloud. They quietly mined cryptocurrency on Tesla’s dime while using a custom mining pool to avoid detection. #Hackers
Palo Alto Networks CISO: AI agents are 2026’s ultimate insider threat.
One sneaky prompt injection turns your trusted autonomous bot into a hacker’s puppet. It quietly steals data, deletes backups, or worse. Defenders are scrambling as agents multiply.
#CyberSecurity #AI #AIAgents #InfoSec
One sneaky prompt injection turns your trusted autonomous bot into a hacker’s puppet. It quietly steals data, deletes backups, or worse. Defenders are scrambling as agents multiply.
#CyberSecurity #AI #AIAgents #InfoSec
www.thegister.com
January 5, 2026 at 9:47 PM
Palo Alto Networks CISO: AI agents are 2026’s ultimate insider threat.
One sneaky prompt injection turns your trusted autonomous bot into a hacker’s puppet. It quietly steals data, deletes backups, or worse. Defenders are scrambling as agents multiply.
#CyberSecurity #AI #AIAgents #InfoSec
One sneaky prompt injection turns your trusted autonomous bot into a hacker’s puppet. It quietly steals data, deletes backups, or worse. Defenders are scrambling as agents multiply.
#CyberSecurity #AI #AIAgents #InfoSec
Leading AI safety expert warns: We might run out of time to build safeguards before AI self-improves out of control.
David Dalrymple says AI could automate full days of R&D by late 2026. That kicks off runaway acceleration. Safety work can’t keep up—economic chaos could follow fast.
David Dalrymple says AI could automate full days of R&D by late 2026. That kicks off runaway acceleration. Safety work can’t keep up—economic chaos could follow fast.
January 5, 2026 at 9:46 PM
Leading AI safety expert warns: We might run out of time to build safeguards before AI self-improves out of control.
David Dalrymple says AI could automate full days of R&D by late 2026. That kicks off runaway acceleration. Safety work can’t keep up—economic chaos could follow fast.
David Dalrymple says AI could automate full days of R&D by late 2026. That kicks off runaway acceleration. Safety work can’t keep up—economic chaos could follow fast.
Reposted by ToxSec
Finally got around to reading this one and, it's not great. Mostly it's frustrating to see how the muddled logic and motivated reasoning of Yoshua Bengio & co make it hard for journalists to get and convey a clear understanding.
www.nationalgeographic.com/science/arti...
Short 🧵>>
www.nationalgeographic.com/science/arti...
Short 🧵>>
Science fiction warned AI could end humanity. We may soon learn if it's possible.
Tech companies are claiming machines more intelligent than us and capable of having their own agendas are just around the corner.
www.nationalgeographic.com
January 5, 2026 at 3:45 PM
Finally got around to reading this one and, it's not great. Mostly it's frustrating to see how the muddled logic and motivated reasoning of Yoshua Bengio & co make it hard for journalists to get and convey a clear understanding.
www.nationalgeographic.com/science/arti...
Short 🧵>>
www.nationalgeographic.com/science/arti...
Short 🧵>>
blue teamers don’t get enough credit for the whack-a-mole game they play daily. #cybersecurity
January 5, 2026 at 3:39 AM
blue teamers don’t get enough credit for the whack-a-mole game they play daily. #cybersecurity
don’t compare your chapter one to someone else’s chapter twenty. #cybersecurity
January 3, 2026 at 3:33 AM
don’t compare your chapter one to someone else’s chapter twenty. #cybersecurity
Cybersecurity billionaire calls for limiting the First Amendment to “control” social media.
Israeli tech mogul Shlomo Kramer wants governments to restrict free speech online.
He says we must seize platforms and dictate what’s said.
#FreeSpeech #Cybersecurity #Censorship #Tech
Israeli tech mogul Shlomo Kramer wants governments to restrict free speech online.
He says we must seize platforms and dictate what’s said.
#FreeSpeech #Cybersecurity #Censorship #Tech
January 2, 2026 at 9:07 PM
Cybersecurity billionaire calls for limiting the First Amendment to “control” social media.
Israeli tech mogul Shlomo Kramer wants governments to restrict free speech online.
He says we must seize platforms and dictate what’s said.
#FreeSpeech #Cybersecurity #Censorship #Tech
Israeli tech mogul Shlomo Kramer wants governments to restrict free speech online.
He says we must seize platforms and dictate what’s said.
#FreeSpeech #Cybersecurity #Censorship #Tech
the amount of notes i take just to rediscover the same endpoints later… #bugbounty
January 1, 2026 at 5:34 AM
the amount of notes i take just to rediscover the same endpoints later… #bugbounty
Big tech billionaires are bragging that AI and robots will wipe out every job on the planet, making work a hobby for the bored.
You’ve got Musk and Gates up on their soapboxes declaring victory: machines will handle everything, humans kick back and… do what, exactly?
You’ve got Musk and Gates up on their soapboxes declaring victory: machines will handle everything, humans kick back and… do what, exactly?
December 30, 2025 at 10:16 PM
Big tech billionaires are bragging that AI and robots will wipe out every job on the planet, making work a hobby for the bored.
You’ve got Musk and Gates up on their soapboxes declaring victory: machines will handle everything, humans kick back and… do what, exactly?
You’ve got Musk and Gates up on their soapboxes declaring victory: machines will handle everything, humans kick back and… do what, exactly?
Reposted by ToxSec
OpenAI Is ‘Definitely Not’ Too Big to Fail, Economist Says
similarities between the current AI boom and the dot-com era, and believes the economy can weather the AI bubble bursting, if and when that happens.
#artificialintelligence #AI #dotcom #bubble #economy #technology #tech #openai #chatgpt
similarities between the current AI boom and the dot-com era, and believes the economy can weather the AI bubble bursting, if and when that happens.
#artificialintelligence #AI #dotcom #bubble #economy #technology #tech #openai #chatgpt
OpenAI Is ‘Definitely Not’ Too Big to Fail, Economist Says
A leading economist isn’t overly concerned about the fallout from the AI bubble bursting, if it happens. But first…
www.bloomberg.com
December 30, 2025 at 6:03 PM
OpenAI Is ‘Definitely Not’ Too Big to Fail, Economist Says
similarities between the current AI boom and the dot-com era, and believes the economy can weather the AI bubble bursting, if and when that happens.
#artificialintelligence #AI #dotcom #bubble #economy #technology #tech #openai #chatgpt
similarities between the current AI boom and the dot-com era, and believes the economy can weather the AI bubble bursting, if and when that happens.
#artificialintelligence #AI #dotcom #bubble #economy #technology #tech #openai #chatgpt
Reposted by ToxSec
🚀 **Big news!** Meta just acquired AI startup Manus for over $2 billion! Known for their unique task automation technology, they're set to revolutionize AI in our daily lives. 💡🤖 What do you think this means for the future of work? #AI #TechNews #MetaMagic LINK
December 30, 2025 at 6:18 PM
🚀 **Big news!** Meta just acquired AI startup Manus for over $2 billion! Known for their unique task automation technology, they're set to revolutionize AI in our daily lives. 💡🤖 What do you think this means for the future of work? #AI #TechNews #MetaMagic LINK
Reposted by ToxSec
#Meta just bought #Manus, an #AI #startup everyone has been talking about | @TechCrunch.com
ift.tt/pj4JVze
#Facebook #tech #TechTuesday
ift.tt/pj4JVze
#Facebook #tech #TechTuesday
Meta just bought Manus, an AI startup everyone has been talking about | TechCrunch
Meta says it'll keep Manus running independently while weaving its agents into Facebook, Instagram, and WhatsApp, where Meta's own chatbot, Meta AI, is already available to users.
ift.tt
December 30, 2025 at 6:23 PM
#Meta just bought #Manus, an #AI #startup everyone has been talking about | @TechCrunch.com
ift.tt/pj4JVze
#Facebook #tech #TechTuesday
ift.tt/pj4JVze
#Facebook #tech #TechTuesday