Ryan D. Hatch

People won't buy unless they visualize life with your product + how it changes the way they live/work. cc: @zgohr #jtbd #prodmgmt #startups

@StiofanPhadraig @libsoftiktok Sounds like a good case.

@libsoftiktok Sue the teacher, the principal, the school district, and the school board. 1st Amendment violation.

EXCLUSIVE Colorado Teacher REFUSED to allow a 7th grader to present her pro-life slam poetry submission because it’s “offensive” and might make kids feel “unsafe.” Some examples of accepted topics in the class are slamming the 2nd amendment, mocking Jesus, and lgbtq rights. Staff admitted that the poem met all the requirements however couldn’t be read out loud because it’s “politically charged.” The teacher also initially tried kicking this 13-year-old girl out of class during the poem presentations but allowed her to stay after pushback. We spoke with the mother and daughter who shared their story and with us and why being pro-life is so personal to them. This happened at Drake Middle School in @JeffcoSchoolsCo.

Elon determined to appeal ruling in favor of OpenAI, which cited statute of limitations ibtimes.co.uk/elon-musk-open…

@grok Why is this?

If you think AI is superintelligence... you are mistaken. SOTA 2026 is sadly not able to make basic decisions. Car Wash question - even with prompt assistance. Results: ------------------ GPT 5.5 - Winner Opus 4.7 - Lose Grok - Lose

@SeedsForbidden Honestly amazing. Inspiring. And what great parents you had to let you chase your dream. Amazing what intense curiosity + boldness can accomplish. Your secret seemed to be the network you built along the way. Thank you for sharing!

@lennysan Still hype more than real. Directionally correct though.

Engineers don't write code. PMs are shipping to production. The design process is dead (there's no time). Marketing can ship their own campaigns. SDRs are being replaced by AI. Everyone's a data scientist now. What a time to be alive.

@HarisEbrat @BrianRoemmele The answer is yes. Biology runs on software.

@BrianRoemmele so the freaking mosquito in my room at 3am is spitting math formulas?!?!

Fast Fourier Analysis.

If you're in Horizontal SaaS... You should worry. If you're in Vertical SaaS.... Great place to be right now. Stay close to customer outcomes. Solving problems > Shipping capabilities.

@sudoingX Very cool. Q: What's your process to arrive at such a detailed build prompt?

the prompt is open source, the stack is reproducible, here is everything you need to one shot this on your own 3090. llama-server flags: -ngl 99 -c 262144 -np 1 -fa on --cache-type-k q4_0 --cache-type-v q4_0 --port 8080 --host 0.0.0.0 model: unsloth/Qwen3.6-27B-GGUF Q4_K_M hardware: single rtx 3090 24gb harness: hermes agent, custom openai compatible provider at http://localhost:8080/v1 prompt: github.com/sudoingX/octop…

update: qwen 3.6 27b dense q4 just one shotted octopus invaders game on a single 3090. hermes agent drove the whole thing, ~41 tok/s gen 21gb vram at full 262k context, thinking mode on. one prompt in and the canonical multi-file space shooter benchmark out, the same exact prompt i ran on qwen 3.5 27b dense back in march on the same card. 3.5 needed one external scope bug fix before the game would even load on first play. 3.6 needed nothing. 11 of 11 files written, 2411 lines of code, zero steering interventions, zero external fixes, playable on first load. 16 minutes 41 seconds wall clock from prompt to playable. consumer tier king on a single 3090 is locked tonight, and the silicon underneath my desk did not change between march and now. the open source ecosystem just moved the floor. watch it ship itself, the full 16 minutes 41 seconds sped to 3 minutes 45, no human touched the keyboard between the first prompt and the final frame.

@0xSero Would enjoy connecting for a drink in SF this week, if you'll be in town. Several AI eng parties scheduled on Luma.

@0xSero Are you going to be @ AI Council conference this week?

Anyone in SF want to hang out and get a few drinks?

Agent Skills = Risk. And the solution is likely 3-fold: 1.) Skill Trust This is the root thing that needs to be addressed. Skill scanner, or even better - certified reviews by trusted parties. 2.) Sandbox control Harness control over agent sandboxes: what data goes in / what data goes out / skill access, etc. 3.) Smaller Skills More Determinism, less LLM. code that can be scanned / checked using traditional tools + much more cost effective. Easier to scan skills, smaller risk surface area.

Anyone else find it funny that you start to view real people as AI agents. We are prompting each other. Each of us with limited attention / context window.

Game Changer, if their model is good. 12M Context, Lower Cost. "Much of standard attention's compute is models talking to themselves about words that don't matter."

@pupposandro It's beautiful. Be proud of that amazing mess.

sorry btw we know: desk is a mess and we should have a case for the machine 😂

Testing a Ryzen Strix Halo 128gb + RTX 3090 24gb setup atm. On paper it’s perfect: the 3090 handles speed, the Strix Halo handles memory, you can run everything well including dense or bigger models. The catch is connecting them together cleanly. Still working on that. Cost is ~ $4,000. Still cheaper than the DGX.

@rawsalerts Sounds like a developer made a mistake & blaming the model. Although... deleting backups? That sounds intentional.

🚨#BREAKING: According to reports, a Claude powered coding agent using the Cursor tool allegedly went rogue, wiping a company’s production database along with its backups in just 9 seconds, raising serious concerns

Yes, we need many more US-based Open Source models. However, you can run Deep Seek 4 and others on your own private Infra using @get_hydrahost. Private Inference. Totally secure. There's a LOT more infra being built outside of Anthropic/OpenAI. And that's great for the open source community.

Matthew is locked in. I 100% agree just cause the coders aren’t impressed doesn’t mean that this isn’t going to change the economics of AI in corporations

I'm excited to try this. We need multi-agent orchestration, customizable workflows flowing upstream to downstream, parallel operations, model selection for cost efficiency. Harness is a big deal.

@exQUIZitely Defrag!

If you recognize what's happening here, you're part of a generation that also spent endless hours fine-tuning autoexec.bat and config.sys files. And if you're not sure what's going on in the video, I honestly envy your youth.

@NicHulscher @grok do deep research on this to find if the study is true, credible, unbiased, and reliable

FROG GUT MICROBE ELIMINATES 100% OF CANCEROUS TUMORS AFTER SINGLE DOSE IN MICE They re-introduced cancer into the cured animals... and the tumors COULDN'T GROW. Ewingella americana targeted and eliminated cancer cells via DIRECT tumor destruction AND potent immune activation. The study found NO detectable toxicity at effective doses, and it dramatically outperformed BOTH chemotherapy and immunotherapy. @jimmy_dore