Azwan HM π¨π»βπ»π retweeted
Can we help discover new, unknown small molecules using modern generative AI and scientific agents?
Excited to share our work, led by superstar @zyxiong123, on ChefNMR2π§βπ³βοΈ, a new approach for structure elucidation from NMR spectra!
Paper: chefnmr.cs.princeton.edu/
π§΅ 1/
Azwan HM π¨π»βπ»π retweeted
We got your back, New York!
Readers added context they thought people might want to know
Several figures here arenβt federal results or NY-specific. The $472B combines US wide pledges: Micron's $250B is nationwide (NY site $100B) Anthropic's $50B covers TX and NY. The 48% murder drop is from NY's state run GIVE program (28 departments, Jan β May 2026).
arkolith.com/news/news-micrβ¦
therepublic.com/?p=843020
governor.ny.gov/news/safer-strβ¦
Azwan HM π¨π»βπ»π retweeted
Now it makes perfect sense.
According to reporting from the New York Post, the co-pilot of the private learjet that crashed yesterday in Florida has been identified as a 20-year-old Nathalia Gadelha. The article stated that Gadelha was aboard a Learjet 60 that departed Austin, Texas, bound for the Bahamas when it entered a steep, high-speed descent and crashed in a residential area of Greenacres in Palm Beach County. All nine people on board were killed.
U.S. Secretary of Transportation Sean Duffy also publicly confirmed the nine fatalities.
Flight-tracking data and air-traffic-control recordings show the crew reported icing, turbulence, and precipitation before declaring an emergency.
According to the Post, Gadelhaβs mother, Camila, and her stepfather confirmed to the newspaper that she was the co-pilot. The outlet further reported that she had grown up in Palm Beach County and previously received local media attention.
In October 2023, while a senior at West Boca Raton High School, she earned her private pilotβs license through the School District of Palm Beach Countyβs Aviation Academy before obtaining a driverβs license.
According to CBS12 there was documented evidence that she had accumulated approximately 88 hours of flight time, trained in part with her father, and expressed the goal of becoming a commercial airline pilot.
Later social-media activity and family posts indicated she had progressed to commercial, multi-engine, instrument, and instructor ratings and had flown business jets, including the Learjet 60 type.
At the time of publication, neither the NTSB nor the FAA had released the names of those on board, which is consistent with standard practice in the immediate aftermath of a fatal aviation accident while identification and next-of-kin notification processes continue.
Azwan HM π¨π»βπ»π retweeted
Man, I love drawing on this Duo. Might as well get the Apple Pencil soon.
It only costed my $2 to scrape all user data on certain websites.
βΌοΈ Apps built with the AI app-maker Lovable left passport numbers, payment information and 200,000 chat messages open to anyone, no login needed.
German security firm Crissy Field scanned 159,041 Lovable projects and found databases with email addresses readable on 7,403 sites.
Lovable promises no coding skills are needed. Its terms make customers responsible for their apps and data.
Lovable told German business daily Handelsblatt the problem is industry-wide.
Azwan HM π¨π»βπ»π retweeted
This is for the fools who think they know so much about aviation mocking the woman. The Lear jet fell from 35,000 ft to 10K ft in 1 min! This plane fell 7000 ft. Itβs real easy to speak idiocy from a keyboard vs actually experiencing it.
Readers added context they thought people might want to know
The video uses real ATC audio from a 2009 Cessna 172 N9815L incident (VFR into IMC, spin recovery with Fort Dodge FSS help; pilot landed safely). Visuals are a Microsoft Flight Simulator recreation, not real cockpit footage.
youtube.com/watch?v=dh9bq0β¦
youtube.com/watch?v=rnDmqgβ¦
Azwan HM π¨π»βπ»π retweeted
Absolutely incredible: MIT researchers say GPT-6 Astra improved a small Qwen modelβs math score from 7.9% to 48.1% by directly editing just 0.016% of its weights, without gradient-based training.
The result points toward AI systems that can diagnose and improve other models directly, a potential step toward self-improving AI.
We asked GPT-6 Astra to edit Qwen3.5-0.8B weights to improve math.
It directly changed only 0.016% of weights, fixing 0.8B's reasoning loops & improving math up to 6x and even instruction following 3x, without gradients or training.
We call this Weight-Space Programming: frontier LLMs can now natively read/write neural network weights! π§΅
Blog: rikiyat.github.io/blog/weighβ¦
Actually yg vibe code with knowledge and discipline ni not a problem pun. Boleh guna project tu waktu interview showcase. It's better than "I have passion in....". Masuk interview tanpa tangan kosong.
Terbaca pasal ni. Not gonna comment on distribution part, but the data.
Grab has sophisticated data team (I have friends) so if KA need some data driven optimisation, he can just request a dashboard, or access the API securely, or consult with account managers. Anything happen, protection coverage/laws dah ada.
Yg baru nak vibecode queue system ni takyah la. Good try, cuma korang belum scale. Keep trying.
Azwan HM π¨π»βπ»π retweeted
Replying to @azwan_
The previous vendor oversold on expectation. It was already written on day one when the system keeps crashing. Grab uses AWS. He can get a million bookings and still the system can take it
Azwan HM π¨π»βπ»π retweeted
pernah join grab punya data analytics lead punya talk
gila babeng detail how they use the data to improve the platform
Terbaca pasal ni. Not gonna comment on distribution part, but the data.
Grab has sophisticated data team (I have friends) so if KA need some data driven optimisation, he can just request a dashboard, or access the API securely, or consult with account managers. Anything happen, protection coverage/laws dah ada.
Yg baru nak vibecode queue system ni takyah la. Good try, cuma korang belum scale. Keep trying.
Terbaca pasal ni. Not gonna comment on distribution part, but the data.
Grab has sophisticated data team (I have friends) so if KA need some data driven optimisation, he can just request a dashboard, or access the API securely, or consult with account managers. Anything happen, protection coverage/laws dah ada.
Yg baru nak vibecode queue system ni takyah la. Good try, cuma korang belum scale. Keep trying.
Fking doomers and warmongers.
Under pressure from Israeli prime minister Benjamin Netanyahu, the Trump administration may be within days of launching a nuclear strike on Iran. The target would be Pickax Mountain in central Iran, where Israeli intelligence claims the Iranian government has restarted its nuclear enrichment program. No conventional weapon in the American arsenal can penetrate 300 feet of solid granite to destroy the tunnels where enrichment is supposedly taking place. The only military option is a nuclear strike. Netanyahu has been pushing hard for one. βBibi calls Trump about it every day,β says an informed observer.
Netanyahu is cornered and desperate. After last weekβs election results, he canβt form a government unless Trump intervenes directly in Israeli politics and brokers a deal with other parties that gives Netanyahu 61 seats in the Knesset. Otherwise, he is out as prime minister and on his way to ignominy, investigations and possibly jail. Netanyahu must stay close to Trump. He needs this war.
To that end, heβs applied maximum pressure to his closest allies in the administration, including Secretary of Defense Pete Hegseth and CENTCOM commander Brad Cooper. Both oppose a negotiated settlement to the war theyβve so grievously mismanaged; both are pushing to restart major combat operations. Secretary of State Marco Rubio and CIA director John Ratcliffe are also following Netanyahuβs lead, as are leaders of the Democratic Party. In a recent meeting on the subject, former president Barack Obama said he opposes the current Iran peace deal being drafted in Doha.
The rest of Americaβs longtime allies in the Middle East are terrified by the prospect of more war. On September 27th, Netanyahu flew secretly to Abu Dhabi to enlist the UAE in his lobbying effort for a final attack on Iran. The Emiratis refused. After eight months of conflict, Gulf economies are teetering. So are global energy and fertilizer markets. They wonβt recover soon. Globally, there are a total of about 850 supertankers used to transport oil from producers to the rest of the world. In October alone, 11 of them were badly damaged in Hormuz. At this pace, a global depression is imminent. A nuclear strike would radically accelerate the destruction. Fallout from a ground explosion at Pickax Mountain would contaminate the Persian Gulf, poisoning the water supply for 100 million people.
And those are just some of the immediate consequences for the region. The rest of the world is every bit as exposed. No country other than the United States has ever used a nuclear weapon in war. Some would like to. An American nuclear attack on Iran would set a new precedent. The Russians have already told at least two other governments that an American nuclear strike on Iran would free them to use nuclear weapons against Ukraine. Pakistan and India would be tempted to do the same against each other, as would North Korea against Seoul. After the first nuclear strike, World War Three is inevitable. That war would be short and final.
Weβve been sleepwalking toward this moment for months. Since February, the administration has quietly rewritten Americaβs nuclear doctrine to make first use of so-called βbattlefield nukesβ easier and therefore more likely. No one in Washington in either party seems bothered by this. Now weβre on the brink of it.
Close observers say Trump is likely to decide by next weekend whether or not to use nuclear weapons. That would be November 7, six days from now. To his credit, heβs hesitating. At the moment, Trump is listening to his vice president, JD Vance, and to his envoy and friend Steve Witkoff, both of whom argue a deal with Iran can be made.
Theyβre right, though it wonβt be simple. The Iranians are famously frustrating to negotiate with under any circumstances, and elements of that government have become more radical since Ayatollah Ali Khamenei and his family were killed in February. After decades of isolation, even relatively moderate Iranian leaders seem confused by how decisions are made in the West. (There is a widespread belief in Tehran, for example, that the United States government controls Israel.) But overall, people who have spoken to decision-makers in Iran say there is consensus there that more war is bad for everyone and a deal is worth making.
One group that hasnβt been consulted so far is the global population β the hundreds of millions of people who will be killed along with their children if Trump is pushed by Netanyahu into launching a nuclear strike next week. Now would be the time for them to speak up.






































