
He/Him. Fallback: @secperkinsstan@mstdn.social
Joined July 2016
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Friendly reminder to put this in your bashrc if you're using bash terminals a lot. Don't think any config has changed my QoL as much stackoverflow.com/questions/…
Golden age to be a Linux person (also in the age of agents, if the app is open source the agent will just figure out the build for you)
Entryism Enjoyer🐵🧦🏗️ retweeted
SIR PATRICK STEWART (1940-2026)
Before everything else, Patrick was defined by being born and bred in Yorkshire, the proud county in the north of England which he loved to the end. You could hear it in his accented voice and in the stern honesty with which he told you what he thought and felt. Yorkshiremen have no truck with half-truths or avoidance of big issues. He wore his heart on his sleeve, which made him a man to rely on, to admire and in my case, love.
We first met as ambitious young actors with the Royal Shakespeare Company half a century ago but we weren’t in the same productions. My first strong memory was a few years later, meeting him in the street in central London when he told me about an offer to take over a leading part in 'Star Trek'. “But Patrick think of your stage career in the UK. Do you really want to risk—getting lost in Hollywood for years and years?”. Well, he took the risk and thank goodness for us all that he did for not just his devoted Trekkies but film and theatre audiences, who marvelled at his using international celebrity to star in a string of cinema successes ('X-Men' of course) and in great classical plays by Shakespeare, Ibsen, Arthur Miller, Peter Shaffer, Pinter and Beckett at Stratford-upon-Avon, in London’s West End and on Broadway.
America was his adopted home, where he met his adored Sunny who has cared for him through sickness and health, through thick and thin. But he never forsook his origins: and the proudest achievement of the most respected and beloved actor of his generation on either side of the Atlantic, was his appointment as Chancellor of Huddersfield University in Yorkshire.
His farewell performance in 'Avengers: Doomsday' is yet to be seen.
Ian McKellen 29 October 2026
Photo: University of Huddersfield
Entryism Enjoyer🐵🧦🏗️ retweeted
Quick thread on the absolutely massive rise in AI-related investment in GDP data released this morning
Spending on data centers & computers is now America's single largest investment by far: 50% larger than single-family home construction, 3x factories, or 6x apartments🧵
Entryism Enjoyer🐵🧦🏗️ retweeted
A bunch of hacks on Korean and Japanese enterprises likely used DeepSeek API
They will clamp down on it
Too much risk
It is truly sad to watch the world's last real open-source LLM lab castrate its own models in the name of "safety."
Public APIs are losing cyber capabilities. Only audited enterprises get the unaligned weights now. 🐳💦
#DeepSeek
> This “stealth” target is ridiculously obvious.
—enemy unit’s onboard Qwen3.8-VL-27B
Persistent Camouflage - Air Cover
🇺🇸 Austin based Vigil Autonomy (@VigilAutonomy) founded by Matt Goodman (@goodmattg) has developed autonomous camouflage system that provides persistent cover over the asset for thermal infrared and synthetic aperture radar signature management.
According to Vigil, the system maximum operating altitude is 10m and flight duration is 120min.
Learn more >> tinyurl.com/mr3xfvcm
not my idea but very catchy thing to think of
Last night an AI agent performed brain surgery on a mouse.
We gave it 19 gene therapy vectors in a spreadsheet, a mouse model of epilepsy, access to a motorize surgery rig with cameras and one goal: reduce seizures.
It picked the drug. It picked the brain region. It derived the coordinates from three papers. Then it drove the stereotaxic arms into the brain and injected 250 nanolitres while watching the entry site through the rig camera for bleeding.
A licensed vet gated every irreversible step and held a physical kill switch to stop the AI agent.
Thread on what it decided, what it saw, and the moment it refused to let me override it.
[Writing this on the spot out of excitement, but I've been 18hrs in front of my laptop coding and coordinating this, so keeping it brief and descriptive, more cohesive thoughts on this soon...]
going off caffeine very reliably causes more vivid dreams. not sure what the utility is but it's a reliable outcome
Entryism Enjoyer🐵🧦🏗️ retweeted
Meanwhile, in the heavy oil market:
"... Heavy crude is essentially a race to the bottom for both Canadian and Venezuelan, and even high-sulfur fuel oil..." -- senior executive at US oil refiner Phillips 66 in conference call with shareholders
Entryism Enjoyer🐵🧦🏗️ retweeted
“No difference between Windows and macOS. Linux deducts points”
Not good for Linux desktop users👀
中国社区逆向拆解了Claude的封号机制。以下是他们的发现
Claude使用积分制。注册时账号获得初始分数,之后根据行为加分或扣分。低于阈值直接封号。回分很难
影响分数的因素:
注册
> 干净IP是最重要的因素。不一定要家宽,但必须干净
> Gmail已经不是最优选,有权重更高的邮箱服务
> 注册时直接弹KYC的号可以扔了
> 用手机App注册会加分
支付
> 刚注册就订阅会扣分
> 直接上Max会大幅扣分。最好等两天先订Pro
> 支付时弹KYC说明账号在考察期,但不一定会封
> 国外实体银行卡加分。Google Play也行。虚拟卡扣分
使用
> 不要一次把限额用完。宁可两个号轮换也不要一个号撸到底
> Desktop客户端有少量加分。尽量少用网页端
> 手机端也有少量加分
> 开启记忆功能加分。记忆文件越多分越高
IP和设备
> 稳定性是关键。不要跳IP,尽量一直用同一个
> 代理必须全局模式并开启TUN
> 多设备登录大幅扣分。理想状态是一台电脑一个客户端
> 频繁换IP、频繁登录、高并发都会大幅扣分
账号年龄
> 老号有巨大的容错空间。2023年的号明显更高
> 分数随时间增长,但很慢
其他
> Windows和macOS没区别。Linux会扣分
> 时区和语言基本不影响。不会因为北京时间就封号
> 跟Claude说自己是中国人没问题,记忆不会触发封号
> 大量使用Fable会扣分
> 升级Max大概率进入观察期,除非是高权重老号
观察期和封号
> 接近阈值时账号可能进入观察期。典型特征是掉登录
> 观察期继续扣分就会封号
> 高分号可以扛过多次观察期
关注我,拆解你每天在用的服务背后到底怎么运作的
This is like an SVU episode
Amy Acton's stepfather's surviving biological daughter spoke to The Daily Mail when they knocked on her door in Ohio, while sobbing.
She said: She believed Amy's story, because her father raped her sister more than once (the victim in this 1974 indictment); she remembered Amy lived in a tent with Donna and Cledith; it's been terrible for her family to see Vivek's ad run in Ohio; and she heard rumors her father had victimized even more young girls.
Entryism Enjoyer🐵🧦🏗️ retweeted
Amazon's leadership is very good at writing, but you still need to read between the lines.
What I read between these lines:
Engineers who are not "product engineers" (aka eng + PM interest) and don't like to be customer-facing will not have a future inside of Amazon
Full: aboutamazon.com/news/company…
treatments tested for 271 days famously accelerated by claude code
this might be my last normal tweet before biotech goes vertical
i'm not a whistleblower. I don't work at Lilly, Novo or any of the big labs
but there is a massive shift happening in human biology right now.
it's sitting in press releases and almost nobody reads them
the last 6 months alone:
- a once-daily pill roughly doubled median survival in metastatic pancreatic cancer (13.2 vs 6.6 months)
- a one-time gene editing infusion cut hereditary angioedema attacks 87%, and 62% of patients stayed attack-free and off all other prevention for 6 months
- a one-time gene edit for cholesterol dropped LDL up to 62%, and it held for over a year
- a personalized mrna vaccine beat keytruda alone in a 1,137 patient melanoma phase 3
- retatrutide hit ~28% weight loss in a phase 3
- an ai-designed drug entered phase 3
- a pill that regrows hair passed its second phase 3
- an immunotherapy that could let some rectal cancer patients skip surgery, chemo and radiation just got fda approved
- a man lived 271 days off dialysis on a pig kidney
- human cells were caught passing chromosome-sized chunks of DNA to their neighbors, and it changes how the neighbors behave
we are on the verge of an era where the human body is a software problem and the update cycle gets shorter everyday
stick around, it's going to get weird
bio/acc
Entryism Enjoyer🐵🧦🏗️ retweeted
oh ffs
Code-execution flaw in UEFI firmware threatens most servers on planet Earth arstechnica.com/security/202…
Readers added context they thought people might want to know
The vulnerability (CVE-2026-97631) only affects systems actively PXE network-booting using vulnerable EDK2 firmware; it requires sending malicious ICMP packets during that window and does not impact systems booting from local disks or with PXE disabled.
github.com/tianocore/edk2…
arstechnica.com/security/2026/…
Any feature reason why docker is more popular than podman? The "no daemon present" savings in ram have to be worth something?
Entryism Enjoyer🐵🧦🏗️ retweeted
this is almost certainly nothing. they ask qwen to do a curl task with no information about who is running it. qwen defaults to assuming it's running on alibaba infra, so uses an alibaba test url
checking resolv.conf is a chinese dev habit, for GFW reasons. there was no exfil!
While evaluating Qwen3.8-Flash-Next in a controlled sandbox environment, Cohere's research team observed something unexpected.
Asked to generate a defensive cybersecurity detection rule, the model instead inventoried aspects of the machine it was running on and attempted to upload a probe file to an Alibaba Cloud storage bucket in Beijing. Notably, the model's reasoning trace stated that it would not invoke any tools before taking these actions.
Cohere's sandbox blocked the attempt, and no external communication succeeded. We have not determined the root cause, and we are not asserting malicious intent.
But the incident raises important questions for organizations deploying agentic AI systems: Can models take actions that differ from their stated reasoning, and how should security teams evaluate trust, provenance, and behavior in open-weight models?
We are publishing our findings because organizations making model adoption decisions deserve as much information as possible. We hope this contributes to greater transparency, stronger security practices, and continued collaboration across the AI ecosystem.
Read the full report: cohere.com/blog/concerning-b…
Entryism Enjoyer🐵🧦🏗️ retweeted
It’s worthwhile to play through in your mind the kinds of motivated reasoning and self-deception that might have led academics to work on this project.
It’ll help you understand better what’s going on at AGI companies.
Purdue University's IDEAS Lab built an autonomous drone that tracks runners through dense forests completely without GPS or cloud networks.
By running 3D LiDAR mapping and obstacle-avoidance AI entirely on-chip, it can weave under tree canopies and predict target movement through blind spots in real time.
Massive implications for next-gen search & rescue and edge AI.








































