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dcchambers

4,626 karma · joined August 27, 2014

I write stuff at https://chambers.io

Also find me online at https://dakota.omg.lol

[ my public key: https://keybase.io/dcchambers; my proof: https://keybase.io/dcchambers/sigs/CielLJC5Pfe0UTU4IA1NtejSgwWJKjWYUuMg4BVqX4I ]

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dcchambers··on Gemini 4 Argon
Of course it's not even available yet. Google - with all due respect - how in the world have you not figured this out yet?
dcchambers··on DraftKings Is Using AI to Behaviorally Target Chronic Gamblers
We will soon look back at these companies like we did the pharma companies that created the opioid crisis in America.

And by that I mean almost no one in charge will be held responsible.

dcchambers··on GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price
GPT-6 Sol released a week ago. Shortest model life ever?
dcchambers··on Tailwind Labs is joining Shopify
Happy for Adam and his team.
dcchambers··on There's a new "Google Jail" for independent wikis
This is so frustrating. Fandom is a cancer on the web. Independent wikis are treasures. Google needs to fix this.
dcchambers··on SteamdDB Joins Nexus Mods
I don't love this. Wish Valve itself would have supported SteamDB.
dcchambers··on Grok outage
> "loyalty"? weird word choice.

All I mean is that none of the frontier LLMs are significantly better than the others for the vast majority of work, so devs are free to move between providers freely.

dcchambers··on Grok outage
It's not the singularity.

One of the major LLM providers goes down for some reason. Traffic shifts to the other providers because devs have no loyalty. LLMS are commodities. The other providers can't handle the increase in traffic and they go down as well.

dcchambers··on Gemini 3.8 Flash and 3.8 Flash Cyber
Can you use Pi with a Google Pro AI sub or do you need to use API billing?
dcchambers··on Gemini 3.8 Flash and 3.8 Flash Cyber
I would really love to be able to use these Gemini models in Opencode or Pi with my existing Google AI Pro subscription.
dcchambers··on Omarchy development practices lead to predictable security issues
Given the choice between a walled garden like Apple's app store or this, give me something open and more risky any day of the week.

It's easy enough for Omarchy folks to add "verified" or "trusted" developers down the line.

dcchambers··on Anna's Archive Owes $340 Million, Lost Several Domains, but It's Still Online
"If you own someone $340, that's your problem. If you owe someone $340,000,000, that's there problem."

Might as well be a trillion dollars as it's never getting paid.

dcchambers··on Ox Alpha
Testing capacity?
dcchambers··on Show HN: Huzzah – a novel approach to coding with AI
Technically speaking everything costs money to compile in the form of electricity. This is just...inefficient compilation.
dcchambers··on OpenRouter is joining Stripe
Tokens are just a type of currency. Stripe is a middleman for currency.

Using something like OpenRouter (or any of the AI Gateways) is better than tying yourself to one LLM provider that can rug pull on pricing or change models in a way you don't like.

The value is in the network effect I think. OpenRouter is popular and has a good head start over anything Stripe could build internally.

dcchambers··on DeepSeek V4 Flash 0731
This latest DeepSeek is almost at the "too cheap to meter" level. That's going to be a larger unlock than models like Fable/Mythos that are way too expensive to justify, IMO.

What secret sauce do they have?

dcchambers··on The Warp Agent CLI
> Why is every company seemingly trying to re-implement agents themselves rather than making their product work with the existing ones?

Why does any company do anything? Money, of course.

dcchambers··on Writing by hand is good for your brain
It's 100% okay for people to write in their own books, and it's okay for them to donate or sell them after the fact as long as they don't hide the fact they are written in.

No one is forcing you to buy used books with writing in them.

dcchambers··on Are AI labs pelicanmaxxing?
It's incredible that each model has it's own style that remains relatively consistent throughout all of the different generated examples.
dcchambers··on China’s open-weights AI strategy is winning
A few people working for the frontier labs may truly believe they are building a god, but most of them are just employees that see an insane amount of money they can make if their models remain closed.

Most of them aren't worried about AI safety, politics, religion, etc. It's really not that deep. They just want to get rich.

There's nothing wrong with that, but let's call a spade a spade.

dcchambers··on OpenAI unveils its first custom chip, built by Broadcom
I think hardware like this is the future for LLM-providers once we reach a point where the models aren't advancing much any more. You could argue we're close now.

The hyperscalers like AWS will made great use of these to serve up models that will be relevant for several years. But right now, we're still seeing significant bumps in model quality every couple of months - especially with open-weight models like Deepseek/Kimi/GLM.

Until that point, though, I don't see how this is ever going to be cost effective vs general purpose hardware.

I also think we'll see miniature versions of this baked into mobile hardware for super fast and efficient on-device LLMs.

dcchambers··on Hetzner Price Adjustment
Most people IN TECH still don't realize how much hardware prices are going to continue to increase, much less the 95% of the population that's completely unplugged from what's going on with AI-driven hardware demand.

All of these price increases are going to get passed down to consumers eventually via increased prices.

dcchambers··on Claude Fable 5
Being unable to use this with zero data retention makes this feel like a non-starter for most enterprise customers.
dcchambers··on Claude Fable 5
IME Opus 4.8 (and 4.7) is often a downgrade from 4.6. I find that it tends to overthink and overcomplicate things.
dcchambers··on 32GB of DDR5 now costs $375 – AI shortage continues to squeeze PC building
Hobbyist computing is dead for the foreseeable future. These prices are untenable.
dcchambers··on Claude Opus 4.8
I think two things happened:

1. The sheer number of tokens that a coding agent can use flipped the math upside down on this equation. If you use the most expensive model for everything those costs quickly become untenable, even for software companies.

2. We realized many of the coding problems we're solving aren't incredibly difficult.

dcchambers··on Rewrite Bun in Rust has been merged
Probably some combination of: Anthropic is heavily invested in the Rust ecosystem and they want their core tools to be built on Rust. More Rust developers. More Rust training data so LLMs write better Rust code than Zig code. Advertisement for Claude Code doing major work on a high profile open source project.
dcchambers··on Why senior developers fail to communicate their expertise
In 2026 the answer is "job security"
dcchambers··on GitLab announces workforce reduction and end of their CREDIT values
Their pricing has always been a challenge, but I think the biggest issue is that they went way too wide early on in an effort to capture the market. Their product pool was a mile wide but only an inch deep. People quickly realized many of the features they were promised were very rough around the edges or a limited POC. Their UX is pretty unintuitive as well, IMO.

The company is fascinating. The "everything is open" nature of how they build the business is an incredible value for people that want to see how the sausage is made...but it hasn't ultimately lead to a better product.

dcchambers··on Postmortem: TanStack NPM supply-chain compromise
Incredible. Mutually assured destruction.

The next five years are going to be truly WILD in the software world.

Air-gapped systems are gonna be huge.

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