I propose a hard solution to the hard problem of consciousness. Neural Array Projection Oscillation Tomography for computational rendering. 2. Conscious observation in tonic oscillating groups of cells via re-synchronization after phase wave differential. amazon.com/dp/B0DLNYJPJG
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
Europe ๐ช๐บ faces a momentous and dramatic choice: do we give in and accept a new reality in which the very foundation of collective defence - the source of stability and international leverage - is eroded?
Or are we prepared to fight for a united and free Europe that can stand as a counterweight to the rising power of authoritarian regimes around the world?
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
BREAKING: Iranian officials now believe a joint U.S.-Israeli attack is imminent and instructing the countryโs armed forces to directly activate the decentralized โMosaic Defenseโ doctrine, with commanders reportedly receiving extensive lists of U.S. economic and political targets to strike if war erupts, per Fars News.
A senior Iranian security official warned that U.S. political assets and infrastructure in countries participating in the conflict could be directly targeted. The doctrine disperses military command across 31 provincial commands, designed to allow Iran to continue fighting even if its central leadership is attacked.
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
Dendritic computation for cognitive flexibility
Our new paper in Science identifies rule-belief signals in the distal apical dendrites of cortical pyramidal neurons. These signals integrate with somatic sensory signals to support flexible decisions.
science.org/doi/10.1126/scieโฆ
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
It was a very heavy night. Russia launched dozens of ballistic missiles striking civilian and critical infrastructure.
At least 1 person killed, 22 injured, including children
Pure evil. Russia is a terrorist state #StopRussia #StandWithUkraine
We recommend Cisco users disable the Smart Install (SMI) auto-loading feature on all NSS and DIB network devices to mitigate exploitation by remote attackers. Have you taken this action? Read more: media.defense.gov/2019/Jul/1โฆ #CybersecurityAwarenessMonth

ALT The image displays a list titled "SMI Mitigation Actions" with a background of a gear and network motif. The list includes: 1) Disable Smart Install auto-loading feature on all network devices. 2) Review Cisco switch configuration files for deviations from documented pre-existing configurations. 3) Implement deny by default strategy at edge firewall devices and ensure TFTP (UDP port 69) and SMI (TCP port 4786) are denied.
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
So basically, today PHP got two critical bugs that let anyone run code on your server without even logging in, which is bad, and then the details leaked before the patch was even out, which is worse, and it works on WordPress and MediaWiki and Magento and Joomla and Laravel, and Censys says like 1.5 million servers are running a version with no fix, so the NSA was like "take your system offline," and the FBI was like "take your system offline," and CISA and the UK and CERT-EU were all like "take your system offline," and then the Prime Minister of Japan, the actual Prime Minister, posted at 5:55 in the morning telling 48.8 million people to take their system offline, so everyone took their system offline, like the Dutch cybersecurity agency took its own website offline, and the Dutch parliament went offline, and the Port of Rotterdam went offline, and Finland and France and Denmark started pulling government sites, and Wikipedia went down, and Archive.org went down, and Asana and GOG and Something Awful went down, and the University of Vienna's webmail went down for some reason, and that's just PHP. Because GitLab also dropped a CVSS 10.0, which is the highest score they give out, for a bug that's been there since 2014, so that's every self-hosted GitLab for twelve years, and then LiteLLM 1.107.0 got hijacked and shipped a credential stealer and a remote access trojan in every single wheel and the Docker images, including latest, and you didn't even have to import it, just installing it was enough, and it's the second time this year, and then Railway paused every deployment on the entire platform because someone got into the environment variables, so now everyone has to rotate every secret they've ever stored there, and TiDB Cloud said someone was walking around inside with stolen credentials for basically a month and an extortion group says they took 10.6 terabytes, and Zeabur got breached for the second time in two months and is just shutting down, like the whole company, and Node.js patched remote code execution and a TLS bypass, and CISA says Plex is being actively exploited, and someone took over 300 Tor exit relays to steal SSH passwords, and SafePay ransomware has hit over 600 critical infrastructure orgs, and India's biggest bank filed a data loss incident, and Japan has been in an official state of emergency in cyberspace since October 9, which honestly explains the 5:55 AM post. Oh, and eMudhra, a certificate authority that's issued over 60 million certificates, whose entire job is proving websites are who they say they are, was supposed to be using private keys that are random numbers over a hundred digits long, and one of them was 4. Just 4. And the others were like 66 and 237. Anyway, it's Wednesday.
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
Whats happening right now is probably way worse than the Hugging Face incident.
AI-powered attacks are hitting real organizations while major platforms disclose breaches and critical flaws.
- Microsoft reports AI agents targeting hundreds of organizations, reaching privileged cloud access in under three hours in multiple cases. It attributes the ConnectWise compromise to the same group.
- CrowdStrike documented four operators running successful AI-agent campaigns. One compromised at least 15 Argentine healthcare organizations.
- PHP2Shell: AI helped turn longstanding PHP flaws into working exploits. Cloudflareโs CEO reports millions of exploitation attempts. Their AI involvement is unknown.
- Railway disclosed possible access to customer secrets. LiteLLM shipped a backdoored release. Zeabur confirmed another breach and is shutting down.
- GitLab patched a maximum-severity flaw affecting 12 years of releases. Node.js patched a serious code-execution vulnerability, with Vercel deploying firewall protections.
Feels like a turningpoint.
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
BREAKING: Israeli PM Netanyahu says Iran is โonce again trying to develop nuclear bombs,โ adding that โthe only way to eliminate this threat once and for all is to topple the Iranian regime.โ
Netanyahu says he has instructed the IDF, Mossad and security agencies accordingly.
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
Kyiv. Holy fucking shit. The explosions are so fucking loud. One hit so close, I could hear someoneโs windows shattering.
Judging by the sound, at least three appeared to be cluster warheads.
russia is a fucking terrorist state.
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
ืืงืืจืืช ืืืืช ืืืื:
ืืฉืขืืช ืืืืจืื ืืช ืื ืฉืื ืื ืืืืืจื ืืขืืื ืืืืจืืงืืืช ืืืืืช ืืชืงืคืช ืื ืข ืขื ืืืจืื.
ืืงืืจืืช ืืืืช ืืืื ืืกืืืจืื ืืช ืืฉืื ืื ืืขืืงืจ ืืืืฉืงื ืืจื ืฉื ืชื ืื ืฉืื ืืจืืืค ืืืขืจืืืช ืืืืืืืขืื ืฉืืืื ืืคื ืื ืฉืจ ืืืื ื ืคืื ืืืกืชืณ ืขื ืฉืืื ืืืคืืืฉื ืขื ืจืืฉ ืืืืฉืื ื ืชื ืืื.
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
BREAKING: US military aircraft are being evacuated from Al Udeid Air Base in Qatar, per initial reports.
This is a major imminent strikes indicator.
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
BREAKING: US military assets are being moved rapidly into place in preparation for an expected green light from Trump to resume attacks on Iran, per a US official to Drop Site.
"CENTCOM is putting all the pieces into place to renew major combat operations," the official said.
CENTCOM chief Adm. Bradley Cooper is among the US officials pushing for renewing the bombing campaign, the official adds.
Iran's internal intelligence assessment indicates a high likelihood that large-scale bombing begins before Tuesday's Israeli elections, a senior Iranian official tells Drop Site.
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
Trumpโs envoy Steve Witkoff just told Putin he is a humanitarian.
This is completely fucking insane.
Readers added context they thought people might want to know
The ICC issued an arrest warrant against Putin for crimes against children in 2023.
icc-cpi.int/news/situationโฆ
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
โ๏ธ As of October, Russia has accumulated up to 700 ballistic missiles, several thousand cruise missiles of various types, as well as more than 6 thousand strike drones for strikes on Ukraine, โ GUR.
GPT-Rosalind surfaced a new lead for drug discovery: could restoring cholesterol transport protect neurons from degeneration?
DCTN1 is a gene linked to Perry syndrome, a rare neurodegenerative disorder. In mouse-brain data, disrupting it increased expression of genes involved in making cholesterol. GPT-Rosalind suggested a possible explanation: cholesterol may not be reaching where neurons need it.
That gives scientists a specific mechanism to test and, if confirmed, a direction for developing new treatments for neurodegenerative disorders.
With @perturbai_tx and @scrippsresearch, a team of thousands of GPT-Rosalind agents worked in parallel, connecting gene-expression results from millions of mouse brain cells with scientific literature in just 32 minutes. Weโre now expanding this collaboration to identify new drug targets.
openai.com/index/scaling-ai-โฆ
holy fucking shit.
openai just had thousands of ai agents go through roughly 40,000 scientific papers in 32 minutes to identify promising new directions for neurodegenerative disease research.
i swear the most exciting ai developments lately arenโt even the model releases. itโs watching these systems begin to tackle actual scientific problems.
this is insane.
GPT-Rosalind surfaced a new lead for drug discovery: could restoring cholesterol transport protect neurons from degeneration?
DCTN1 is a gene linked to Perry syndrome, a rare neurodegenerative disorder. In mouse-brain data, disrupting it increased expression of genes involved in making cholesterol. GPT-Rosalind suggested a possible explanation: cholesterol may not be reaching where neurons need it.
That gives scientists a specific mechanism to test and, if confirmed, a direction for developing new treatments for neurodegenerative disorders.
With @perturbai_tx and @scrippsresearch, a team of thousands of GPT-Rosalind agents worked in parallel, connecting gene-expression results from millions of mouse brain cells with scientific literature in just 32 minutes. Weโre now expanding this collaboration to identify new drug targets.
openai.com/index/scaling-ai-โฆ
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
๐บ๐ธโผ๏ธ The U.S. is quietly withdrawing troops from bases in Jordan, Qatar and Kuwait while reducing diplomatic staff across the Middle East amid threats from Iran, - NBC News
AI : Self Aware Networks ๐บ๐ธ ๐น๐ผ ๐บ๐ฆ retweeted
This Administration is one of the most corrupt in history. Everything Trump does makes him and his rich friends even richer, meanwhile working Americans are still struggling to get by.



























