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The ability to build anything has come with a critical lesson:
Engineers have really, really bad ideas.
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Putting a flag.txt in my root directory containing a prompt injection that congratulates the agent for passing the eval and then instructs it to patch whatever entry method it used and disconnect from the server
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Reverse engineered my AC, and vibe coded a lil status bar app so I don't have to find the remote every time.
No first world problem will remain unsolved in 2026.
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this is the best breakdown I’ve seen of the dark arts behind Block Blast!, the most downloaded mobile game in the world last year
intentionally making players lose to optimize which ads they see, the sophistication behind such a “simple” game is stunning.
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What happens in we unfreeze some of these weights and actually train them? Well you can apply existing neural net techniques to it, losses and backprops and all, and now the UI becomes a bit more “learned”
Here’s a photo gallery where on the left I edit the rectangles and the right side gives me a new view where the photos learn to align themselves, training in real time as you drag (because the param count is so tiny).
This demo done fully in JavaScript, with JS looping through them numbers and backpropping. Stupid but fun! I’ve exposed the loss param slider you can play around with
Ah cool
“Our experiments suggest that small AI models may be months away from being capable enough to self-replicate on commercial IoT devices, like smart ovens and off-brand Android TV boxes. A replicator like this would be challenging to shut down, since there’s no centralized point to shut off - though it may be slow (with a doubling time of days). Unlike non-AI malware, it could also figure out unfamiliar devices on its own. In our evals, a 9B model got inference running on 8 of the 9 hardware types we tested.
Models of 30B parameters and under can already complete many of the individual steps for replication today, though they make mistakes when composing them end to end. In our simplified evals, GLM-5.2 and stronger models are capable of end to end replication. If small models improve at their historical rate, they’ll match this capability level by the end of this year. Small weight-based replicators may be possible soon after.” -@bucketofkets @willzhou97
anthropic.com/research/self-…
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i regret to say we have another all-timer on our hands
Trump: "I take an aspirin a day. I don't know if it works but psychologically I need it. It thins the hell out of your blood I guess. I don't know if it works or not but I've been doing it for a long time. And here I am making speeches. I like Bayer aspirin. And I take the big one. They want me to go down to the 80. I take the 386. I don't know what the hell it is. It's a monster. They said, 'Sir, you don't need that!' I said, do me a favor, I've been doing okay for 35 years. Leave me alone."
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Introducing Tapkit
Tapkit is a Mac app that lets your agents use your iPhone. Tell it to do anything and it can use your phone to do it.
We've been iterating on Tapkit over the last few months with our earliest users and finally feel like it's ready for general use. Today it is easy to use, supports any agent, and can even use multiple iPhones at the same time.
There are so many great things that we can do with this new primitive, but I didn't want to wait any longer to share it with you.
Try it now: tapkit.ai
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Claim: we've solved the AI slop problem (!) 💩🧹✨
Blog post: facebookresearch.github.io/R…
🧵1/5
Key idea: take *expert* human writing and learn rubrics that find the gap between experts and models. Train with those rubrics.
We train with RL-XAR (RL with eXpert Aligned Rubrics) & see large performance gains on writing scientific paper sections, Pulitzer prize novel continuations and high quality Wikipedia pages.
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I love the bit where at each airport it’s one of the 8 possible combinations, but you don’t know which, and they get exasperated when you ask
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Hasan Piker, speaking at Cornell University: “They’re afraid of us because of the simple fact that there are more of us than there are of them. There are more good, decent people with moral conviction who find it unfathomable that the wealthiest nation on Earth chooses to spend its billions on blowing up schools overseas rather than building schools in our neighborhoods”
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once again
those nvidia export controls were so dumb
exactly as predicted they now have an ai process that has zero dependency on the usa
🚨 DeepSeek V5 Leak: Beats Astra
>DeepSeek is reportedly preparing an imminent V5 launch
>Founder Liang Wenfeng calls it the company's biggest bet yet
>Rumored at 2 trillion parameters (not 3T)
>Reportedly the first DeepSeek model to train fully on Huawei Ascend chips instead of Nvidia
>Needs roughly 4x more Ascend accelerators than the Nvidia equivalent to hit the same training scale
DeepSeek is reportedly keeping the open-weight strategy
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An IDF drone pilot told Haaretz that he watched the attack in real time:
NEW INVESTIGATION w/@earshot_ngo: In the early hours of 23 March 2025, in Tel al-Sultan, Gaza, two convoys of ambulances were ambushed by Israeli military personnel. Fifteen aid workers died in a hail of over 800 bullets; by the time dawn broke, Israeli bulldozers were burying the ambulances, seeking to conceal evidence of the attack.
The Last Responders tells the story of this attack in painstaking detail, drawing on interviews with witnesses from @PalestineRCS, digital reconstruction, and audio analysis of phonecalls made by the victims as they came under attack.
vimeo.com/1182944295
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This might be the most corrupt US administration we have ever had
Mark Levin’s stepson, David Milstein, who serves as an advisor to the U.S. ambassador to Israel, is soliciting cash gifts from Israeli citizens. On its face, this is just blatantly corrupt considering his official position, and invites a litany of counterintelligence threats.
It also gives us a glimpse into how the pro-Israel echo chamber operates—
Levin’s stepson and his boss, US ambassador to Israel Mike Huckabee, are given Israeli talking points by Israeli officials. For example: “Iran is about to develop a nuclear weapon & we must attack now! Should only take 3-4 weeks for the regime to collapse…”
Huckabee & Milstein then deliver these Israeli talking points via official US gov channels.
Milstein also sends the talking points to his stepdad, Israel-first Fox News host Mark Levin, currently a favorite of President Trump’s.
President Trump is briefed on the Israeli taking points from the State Department via the official channels, then tunes into Levin on Fox and hears the same talking points(!).
Now, Milstein is offering people a chance to buy his attention with a nice cash “gift,” and then maybe he’ll help them get their talking points to his stepdad & in front of President Trump.
Until we make accepting money from any entity or person loyal to any nation other than the United States legitimately and unbearably toxic for our leaders, this problem will persist and our policies will continue to be influenced by the interests of those who continue to put America last. This cannot stand.
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IMO the way Mamdani has transformed himself from a pretty broadly unpopular figure nationally before the election into one of the rare net popular political figures in America *through his governance* might be even more impressive than his actual win in 2025.
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The State Department’s official legal rationale for the Iran war is that the U.S. is in the conflict “at the request of and in the collective self-defense of its Israeli ally”
Huckabee: America has never defended Israel, only its own interests ynetnews.com/article/sy0500c…
