Spooky Magnus Hedemark (he/they) @magnus919.com · 27/09/2026groktop.usJev, Muse Charm, and the AI Beyond the Chat WindowJev brings zero-shot decisions to software, Meta’s Muse Charm makes an adult AI agent pocket-sized, and Claude spots a DNA repeat tied to a new enzyme system. 000
Spooky Magnus Hedemark (he/they) @magnus919.com · 27/09/2026I've been learning more about video production & vlogging. I should be doing this more for professional content but my heart is pulling me more towards "wandering idiot" content. For shits & giggles I tried making music in Suno for cinematic interludes on the motorcycle. Holy shit, it's good.suno.comIdiot SavantListen and make your own on Suno. 000
Reposted by Spooky Magnus Hedemark (he/they)Drew Harwell @drewharwell.com · 23/09/2026Five cops in Indianapolis were just criminally charged with abusing Flock to spy on their ex-wives, their wives' ex-partners and women they met on duty. Audit was triggered by us at the @washingtonpost.com, the prosecutor said. From last month: wapo.st/4yfNHng 12652561588
Spooky Magnus Hedemark (he/they) @magnus919.com · 23/09/2026If you like the idea of Jev but want a self-hosted option, here's a free & open source project I've started contributing to. This lets you host the Laya model, and currently presents a Jev-shaped API contract. I'm working with the maintainer on offering more native Laya-shaped endpoints, also.github.comGitHub - lkarlslund/laya.cpp: C++ inference for Laya typed decisions - supports CUDA, Vulkan, Core ML, CPUC++ inference for Laya typed decisions - supports CUDA, Vulkan, Core ML, CPU - lkarlslund/laya.cpp 010
Reposted by Spooky Magnus Hedemark (he/they)Groktopus LLC @groktop.us · 22/09/2026Why software engineers and AI researchers are so excited about Jev & Laya right now. And why, if you're a leader with any kind of technology product, you should be excited, too.groktop.usJev and Laya: Decision Models for Enterprise AIJev and Laya put probabilistic judgment inside deterministic workflows. Learn what decision models add, where calibration fails, and who should keep authority. 011
Spooky Magnus Hedemark (he/they) @magnus919.com · 21/09/2026Touching grass, getting out in the woods to just talk human-to-human about AI, trust & safety, *earned autonomy*. via @groktop.usyoutu.beAI & Earned AutonomyYouTube video by Groktopus 011
Spooky Magnus Hedemark (he/they) @magnus919.com · 20/09/2026Outtake from @jamesgunn.bsky.social "Man of Tomorrow". This raises all new questions about whether Brainiac is just a smokescreen for a much more existential challenge facing Kal-El in this film. /s 001
Spooky Magnus Hedemark (he/they) @magnus919.com · 18/09/2026The ADHD TARDIS is broken. Its destination dial has only two settings: Now and Not Now. Turns out, “time blindness” is several different mechanisms stacked up in a trench coat.magnus919.comThe ADHD TARDIS Is Broken: Now and Not NowADHD time horizon collapse: the lived-language gap between knowing the future matters and acting on it now. What the research says, and what it doesn't. 010
Spooky Magnus Hedemark (he/they) @magnus919.com · 16/09/2026So, what is it about Kane Parsons' Backrooms projects and this obsession with the sun? I did some digging, and there are some pretty cool connections going on.magnus919.comThe Sun in the Backrooms: Coincidence, Clues, and Kane Parsons's Unfinished MysteryKane Parsons's Backrooms rewards obsessive pattern-seeking. A fan's look at its Sun imagery, real solar events, and the strange fun of watching for more. 000
Reposted by Spooky Magnus Hedemark (he/they)Groktopus LLC @groktop.us · 08/09/2026𝗔𝗜 𝗚𝗶𝘃𝗲𝘀 𝗪𝗼𝗿𝗸𝗲𝗿𝘀 𝗧𝗶𝗺𝗲 𝗕𝗮𝗰𝗸. 𝗧𝗵𝗲 𝗕𝗲𝘀𝘁 𝗖𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀 𝗚𝗶𝘃𝗲 𝗧𝗵𝗲𝗺 𝗔𝗴𝗲𝗻𝗰𝘆. AI can create capacity. Human-centered leaders decide whether workers get agency... www.groktop.us/ai-gives-workers-tim… 011
Reposted by Spooky Magnus Hedemark (he/they)Groktopus LLC @groktop.us · 09/09/2026𝗧𝗵𝗲 𝗕𝗲𝘀𝘁 𝗔𝗜 𝗖𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀 𝗔𝗿𝗲 𝗛𝗶𝗿𝗶𝗻𝗴 𝗳𝗼𝗿 𝗠𝗼𝗿𝗲 𝗝𝘂𝗱𝗴𝗺𝗲𝗻𝘁 The strongest AI adopters are not simply buying tools. They are changing what human judgment is worth. www.groktop.us/hiring-for-judgment 011
Reposted by Spooky Magnus Hedemark (he/they)Groktopus LLC @groktop.us · 10/09/2026𝗧𝗵𝗲 𝗠𝗼𝘀𝘁 𝗛𝘂𝗺𝗮𝗻 𝗔𝗜 𝗦𝘁𝗿𝗮𝘁𝗲𝗴𝘆 𝗠𝗮𝘆 𝗕𝗲 𝗠𝗼𝘃𝗶𝗻𝗴 𝗣𝗲𝗼𝗽𝗹𝗲, 𝗡𝗼𝘁 𝗥𝗲𝗽𝗹𝗮𝗰𝗶𝗻𝗴 𝗧𝗵𝗲𝗺 The most human AI strategy treats automation as a reason to move people into better work, not discard them. www.groktop.us/moving-people-not-re… 021
Spooky Magnus Hedemark (he/they) @magnus919.com · 13/09/2026I keep hearing people asking what happens to software engineering when AI is writing and reviewing code. I don't pretend to have all of the answers. But I believe that humans remain critical, even if we have to roll with substantial career path changes.linkedin.comWhen AI Writes the Code, What Happens to the Engineer?I'm finding that an agent-led development loop lets me move faster and improve the quality of what I'm building, while making it harder to predict when a particular feature will reach production. It's... 010
Spooky Magnus Hedemark (he/they) @magnus919.com · 13/09/2026Spooky season is officially underway. #halloween #eldritch 101
Reposted by Spooky Magnus Hedemark (he/they)Groktopus LLC @groktop.us · 13/09/2026𝗦𝘂𝗻𝗱𝗮𝘆 𝗦𝗶𝗴𝗻𝗮𝗹 𝗦𝗲𝗽 𝟭𝟮, 𝟮𝟬𝟮𝟲 - 𝗖𝗵𝗲𝗮𝗽 𝗠𝗼𝗱𝗲𝗹𝘀, 𝗟𝗼𝘂𝗱𝗲𝗿 𝗔𝗹𝗮𝗿𝗺𝘀 OpenAI's agents spent May seeding a public software registry, DeepSeek made a large class of agent work several times cheaper, and a s... www.groktop.us/sunday-signal-2026-0… 012
Spooky Magnus Hedemark (he/they) @magnus919.com · 13/09/2026@magnus919.com has been blocked 230 times directly (1,351 incl. modlists) vs. 706 followers — cumulative chart: blockcurve.bisks.net/s/magnus919.... I should be on more anti AI mod lists 😂 Will have to try harder.blockcurve.bisks.netblockcurve: @magnus919.com has been blocked 232 timesCumulative chart of blocks received, built from public app.bsky.graph.block backlinks. 020
Spooky Magnus Hedemark (he/they) @magnus919.com · 11/09/2026New release: SlopSearX v0.5.0 Great modern replacement for SearXNG in the AI age. MIT licensed, self-hosted, Docker-friendly. Now with a human-friendly web portal built-in! Release notes…github.comRelease v0.5.0 · magnus919/SlopSearXSlopSearX 0.5.0: search becomes a workspace SlopSearX is a self-hosted metasearch engine built for both people and AI agents. It searches across many different kinds of sources, brings the results ... 000
Spooky Magnus Hedemark (he/they) @magnus919.com · 11/09/2026It's after Labor Day so it seems seasonably appropriate now to shift to Halloween headshot. 010
Spooky Magnus Hedemark (he/they) @magnus919.com · 11/09/2026It's been a lot of fun working on SlopSearX (SearXNG replacement), but also kind of amazing how few people have found it. But I use it myself and I'm making some major feature investments in it right now. Like it's finally getting a web portal, which is something I intentionally left out at launch.github.comGitHub - magnus919/SlopSearX: Cloud-native, stateless, AI-agent-first meta search engine. Drop-in SearXNG replacement built for the GroktoCrawl stack.Cloud-native, stateless, AI-agent-first meta search engine. Drop-in SearXNG replacement built for the GroktoCrawl stack. - magnus919/SlopSearX 001
Spooky Magnus Hedemark (he/they) @magnus919.com · 07/09/2026SlopSearX v0.4.0 has been released. This is an agent-first meta search engine, API-compatible replacement for SearXNG. But it's entirely original software, not a fork. github.com/magnus919/Sl... 000
Spooky Magnus Hedemark (he/they) @magnus919.com · 05/09/2026I'm starting to catch other AI newsletters pinching off mine, like right down to the signature aesthetic. 010
Reposted by Spooky Magnus Hedemark (he/they)Groktopus LLC @groktop.us · 03/09/2026𝗔𝗜 𝗜𝘀 𝗥𝗲𝗰𝗼𝗺𝗯𝗶𝗻𝗶𝗻𝗴 𝗝𝗼𝗯𝘀: 𝗧𝗵𝗲 𝗥𝗶𝘀𝗲 𝗼𝗳 𝘁𝗵𝗲 𝗕𝗿𝗼𝗮𝗱𝗲𝗿 𝗛𝘂𝗺𝗮𝗻 𝗥𝗼𝗹𝗲 AI changes the shape of work before it eliminates whole jobs. www.groktop.us/recombining-jobs 021
Reposted by Spooky Magnus Hedemark (he/they)Spooky Magnus Hedemark (he/they) @magnus919.com · 03/09/2026Meep! Meep meep meep! Meep! 121
Reposted by Spooky Magnus Hedemark (he/they)Groktopus LLC @groktop.us · 30/08/2026𝗦𝘂𝗻𝗱𝗮𝘆 𝗦𝗶𝗴𝗻𝗮𝗹 𝗔𝘂𝗴 𝟯𝟬, 𝟮𝟬𝟮𝟲 - 𝗧𝗵𝗲 𝗔𝗜 𝗙𝗿𝗼𝗻𝘁𝗶𝗲𝗿 𝗜𝘀 𝘁𝗵𝗲 𝗙𝗮𝗰𝘁𝗼𝗿𝘆 The AI frontier is now the factory: Google rations phone memory, Nvidia reportedly moves to buy the open-model hub, and data cen... www.groktop.us/sunday-signal-2026-0… 021
Spooky Magnus Hedemark (he/they) @magnus919.com · 30/08/2026They say "dress for the job you want". #aislop 010
Spooky Magnus Hedemark (he/they) @magnus919.com · 30/08/2026I might post a lot of AI slop images, but I'm not trying to kid anybody into believing that I'm a real artist. I'm just a talentless person with a pedestrian sense of humor. But when I saw this actual art from @kelseypaintz.bsky.social, I couldn't resist. I had to impulse buy. #meep 010
Reposted by Spooky Magnus Hedemark (he/they)Colin Campbell @raleighreporter.bsky.social · 27/08/2026New from me: A look at million-dollar historic houses in downtown Raleigh that state government owns and uses to store things like fire extinguishers. Should the properties be sold? www.wunc.org/politics/202... #ncpol #ncgawunc.orgShould NC's government sell its underused historic Raleigh houses?North Carolina’s state government owns multiple historic houses near the governor’s mansion in downtown Raleigh. But while some are home to offices, others are used as storage units. That’s prompting ... 023
Spooky Magnus Hedemark (he/they) @magnus919.com · 27/08/2026I think the people that complain about the show Lanterns haven't actually been watching it, or if they do watch it, all they know about Green Lantern is from the 2011 film with Ryan Reynolds, and not from actually reading comic books.static.klipy.comunclenchAlt: Hal Jordan in the series Lanterns, saying, "Jesus Christ Almighty, unclench." 120
Spooky Magnus Hedemark (he/they) @magnus919.com · 27/08/2026When AI breaks the law, who is held accountable? magnus919.com/2026/08/the-...magnus919.comThe Foundation Labs Case File: OpenAI, Hugging Face, and the Getaway CarOpenAI's models showed real autonomous cyber capability, but the Hugging Face incident also exposes evaluation design, containment, monitoring, and ordinary security failures. 000
Reposted by Spooky Magnus Hedemark (he/they)Cake or Death @johngcole.bsky.social · 25/08/2026don't be sad today marvel at the fact that out of all the billions and billions of people who have ever existed throughout time, you were lucky enough to be alive at the same time as Dolly Parton 191485227
Spooky Magnus Hedemark (he/they) @magnus919.com · 25/08/2026Best Star Trek crew, wrong answers only. 030
Spooky Magnus Hedemark (he/they) @magnus919.com · 25/08/2026I didn't realize until now that SQLite is governed like the Hobby Lobby of open source projects 🤮 sqlite.org/codeofethics...sqlite.orgCode Of Ethics 100
Spooky Magnus Hedemark (he/they) @magnus919.com · 24/08/2026The show is called #Lanterns, not “Green Lanterns”. If you’re a new or casual fan, here’s a sense of what they are laying the foundations for. 030
Reposted by Spooky Magnus Hedemark (he/they)Hillary Monahan @hillarymonahan.bsky.social · 23/08/2026I love that the entire arc of the original Alien movie is if the men had just listened to the woman, they wouldn't have died. 1553600410
Spooky Magnus Hedemark (he/they) @magnus919.com · 24/08/2026Where, oh where, is the pro AI community on Blue Sky? How do I find them? Where are the people that are actually doing cool things with harnesses and skills and who don't think this is the end of the world? I tried finding them on X, and what I found was so toxic it leaves me ill. 131
Spooky Magnus Hedemark (he/they) @magnus919.com · 21/08/2026Big updates to my /site-reliability-engineering skill. If you're an SRE or sometimes get roped into SRE-adjacent work, this should work with any mainstream AI agent and really help you out. github.com/magnus919/ag... 210
Spooky Magnus Hedemark (he/they) @magnus919.com · 17/08/2026In brightest day, in blackest night, No evil shall escape my sight. Let those who worship evil's might, Beware my power, Green Lantern's light! 000
Spooky Magnus Hedemark (he/they) @magnus919.com · 14/08/2026WTF does Go To Market (GTM) even mean? It depends... magnus919.com/2026/08/wtf-...magnus919.comWTF does GTM even mean? It depends...GTM began as a channel problem, expanded into a strategy and system, then became an identity. Here's how to decode what leaders mean by it. 000
Spooky Magnus Hedemark (he/they) @magnus919.com · 12/08/2026Yo, new season of #reacher just started in Philly, and it starts right out with him ordering a cheesesteak the right way. This is going to be so good. 200
Spooky Magnus Hedemark (he/they) @magnus919.com · 11/08/2026The DJI Wireless mic is the hot setup for people who use Wispr Flow in their work every day. This is proving to be really useful for having voice-to-text sessions with my AI agent. 010
Spooky Magnus Hedemark (he/they) @magnus919.com · 09/08/2026If you use Meshcore and you live in or near Raleigh, Durham, or Chapel Hill (North Carolina) you need to make some changes to your settings: rdumesh.org/meshcore-reg...rdumesh.orgMeshCore Region Scoping Setup Guide | RDUMeshConfigure MeshCore region scopes across repeaters, companion radios, channels, and room servers, with migration steps and firmware compatibility notes. 000
Spooky Magnus Hedemark (he/they) @magnus919.com · 07/08/2026You can't spell "felon” without “Elon”. 000
Spooky Magnus Hedemark (he/they) @magnus919.com · 06/08/2026local.ai/access?mode=...local.aiI just claimed local.ai/magnus919. Claim your name.I just claimed local.ai/magnus919. Claim your name. 000
Spooky Magnus Hedemark (he/they) @magnus919.com · 05/08/2026The tighter America tries to squeeze China, the more it empowers China to become the dominant global AI superpower.magnus919.comWashington Tried to Starve China's AI. It Fed It.US export controls on AI chips were meant to slow China. They funded Huawei's silicon, CANN's software, and a parallel AI ecosystem. 000
Spooky Magnus Hedemark (he/they) @magnus919.com · 04/08/2026My Agent-Skills repo has gotten pretty large and densely packed, and you might wonder: why does it need to be so huge? Well, here it is. Ever wanted to be a solopreneur but were afraid of all the things you don't know how to do? Here's your help.magnus919.comEvery Hat, One CompanionA solo founder is ten people on Monday and zero reviewers on Saturday. Here's what changes when the agent carries the discipline. 010
Spooky Magnus Hedemark (he/they) @magnus919.com · 27/07/2026AI Agent Skills v0.5.0 is out: - evidence-aware life coaching - cyberpunk - llama.cpp - Grafana - deeper Raleigh civic-data workflows Now backed by reproducible, paired, rubric-based evaluations. github.com/magnus919/ag... 010
Spooky Magnus Hedemark (he/they) @magnus919.com · 20/07/2026AI transformation free insight: it's the people, dummy.groktop.usYour Org Chart Is Your Rate LimiterMIT NANDA found 95% of organizations received no return from generative AI. Organizational infrastructure determines what scales. 010