you shouldn't have a "chat with AI" page in your product, and just build a really good MCP.
Yes, you can offer a better, faster, etc exp in your product, but that's not what your user care about.
TK retweeted
Israel just murdered a doctor featured in the film about Israel murdering doctors
My colleague and friend Dr. Rizk Abu Shaaira was killed yesterday at work when Israel, backed by the US as always, bombed the surgical recovery room at Nasser Medical Complex. Two of his colleagues were badly injured, and many patients were hurt and killed. Dr. Rizk is featured on the original poster for the documentary American Doctor, standing to my right as we did a redo laparotomy on a disaster abdomen.
Dr. Rizk was one of those surgeons we describe as "super enthusiastic". On rounds he would jump at the opportunity to change a dressing, clean a wound, or pull a drain. He always had an answer to any question anyone asked. He embodied the surgical wisdom that "a chance to cut is a chance to cure."
Dr. Rizk's shocking murder is yet another reminder of why we must get control of our country. Our government has no right to force us to subsidize the mass murder of doctors and children, not in Palestine and not anywhere.
"I don't go with my friends and throw stones at soldiers"
Pretty much tells you what you need to know about it all. I throw a stone at the occuppier's soldier who threw me out of my house, therefore, I have no right to exist. This has been the consistent logic of any coloniser throughout history.
In 1989 Palestinian woman sits down with Israeli woman...
The way the Israeli women look at her is vile
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TK retweeted
How can the human conscience bear witness to the heart-rending spectacle of such agonizing suffering endured by the innocent children of Gaza and yet remain silent?
How can those who profess a commitment to human values avert their gaze from these harrowing scenes?
Where are the self-proclaimed preachers of human rights, who ought to emerge from their shell of political expediency, amplify the voices of the oppressed in Gaza before the world, and hold the perpetrators to account?
This is nothing less than the inevitable consequence of appeasement in the face of genocide.
TK retweeted
إذا مش قادر تقدم شي لغزة، كن صوتا لأهلها، اعمل إعجاب، علق، شارك، وانشر الفيديو، مشاركتك قد توصل صوت عائلة ترتجف من البرد، خلونا نطلق أكبر حملة إعلامية للمطالبة بإدخال الكرفانات إلى غزة، لا تستهين بصوتك، ولا تتوقف عن النشر حتى تصل الكرفانات لمن فقدوا بيوتهم
One feels extremely helpless and hopeless. It's something I don't know I will explain to my kids when they grow up.
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TK retweeted
This is heartbreaking...
Gaza is literally drowning and the mainstream media are ignoring this.
I observe this in myself and in majority of whom I know. Is this is how we are wired?
Watching my sons learn to write has explained a lot about why good writing is rare. They're both convinced they have to produce bloated word salad when writing essays in school, and that if they wrote simply and clearly they'd get bad grades. The sad thing is they may be right.
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TK retweeted
I'm a doctor in the UK with Palestinian family. I spoke out against genocide and jewish supremacy. My medical licence was suspended.
Dr Eastland Staveley, a jewish GP, said he didn't shoot enough babies in Gaza. He is practising medicine freely in Britain.
They proved my point.
😱
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! 🧵
Blog: rikiyat.github.io/blog/weigh…
Readers added context they thought people might want to know
LLM was given weights explicitly as text in prompt and used code/forward passes (per authors' logs) to ablate Qwen looping direction, a known thinking-mode issue per model card. Primarily fixed repetition in that mode, not general 'natively' improving weights/math.
rikiyat.github.io/blog/weight-sp…
github.com/RikiyaT/lm_und…
huggingface.co/Qwen/Qwen3.5-0…
huggingface.co/RikiyaT/Qwen3.…
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TK retweeted
every morning i wake up and my entire timeline is doom and despair
we are going to get in a nuclear war, we are all going to die, slop about how women abuse men in relationships, here’s a plane crashing and how quickly they died, teachers alert that students reading ability is diminished, etc
there is no hope alive. that’s what really needs to be discussed. where is the hope for the future? for love and for peace?
this sucks
Well.
UN Commission of Inquiry:
"Israel has committed war crimes & the crimes against humanity of extermination, persecution, torture, rape & other forms of sexual violence in the Occupied Palestinian Territory, intentionally targeting Palestinian civilians."
ohchr.org/sites/default/file…
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