e/acc Tech Nerd. Golf Addict. Shut Up and Ship It. 🇺🇸
Earth
Joined May 2011
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MJ retweeted
T3 Code version 0.1.3 is now live! Stable is fully caught up to the nightly :)
Pretty small release, here's what's changed since v0.1.2:
- Complete redesign of the app to look significantly better
- Share threads with a guest in 2 clicks
- Opening a thread loads 85% less data, and cold connects send up to 93% less.
- Cmd+K search is comically better.
- T3 Connect promotes to LAN for using other boxes on same network
- File preview overhaul, now supporting office files, mermaid diagrams, sqlite dbs, audio files, pdf annotations, svg attachments, and more
- T3's agent instructions are 60% shorter, and the MCP tool schemas are a third smaller.
- "steer" is default (queueing sucks)
- More reliable PR linking
- You can now add custom instructions for title gens
- Muse Code now shows in usage tab
- All emdashes removed forever
- Various accessibility wins for screen reader support
- Code highlighting got way faster with @.pierre/highlights
- PR timeline, code tab, summary and search got way faster
- Streaming text updates are batched, so long runs use less CPU
- ~480 other things got merged that I forgot lol
...okay maybe it's a big release.
MJ retweeted
Day 23/
Your agents will now use the tools in T3 Code 4x better while using 79% less context.
This one deserves more info, let me explain:
MJ retweeted
The next prompt injection your coding agent reads might be an error report.
So Sentry screens for it first, spending $263 a day on Jev to check 10M events. Now the team is testing its own classifier, aiming to match Jev's accuracy for 90% less. @grichadev explains how.
I don't know how to read good. But is Terra beating Astra?
MJ retweeted
GPT-6.1 Terra means business.
Our new fast, efficient model pairs sharper visual reasoning and precise computer use with clearer, more natural writing.
From decoding technical drawings to drafting proposals, filling forms to editing videos—it’s built for the whole workday.
GPT-6.1 Terra is rolling out today to Plus, Pro, Enterprise, and Edu users in ChatGPT Work and Codex.
🤖 Made with AI
well well well
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…
MJ retweeted
Anthropic has filed an S-1 registration statement with the SEC related to its proposed IPO.
Read more: anthropic.com/news/s1-sec
Legal disclaimer: A registration statement relating to these securities has been filed with the SEC but has not yet become effective. These securities may not be sold, nor may offers to buy be accepted, prior to the time the registration statement becomes effective. This post does not constitute an offer to sell or the solicitation of an offer to buy these securities, nor shall there be any sale of these securities in any state or jurisdiction in which such offer, solicitation or sale would be unlawful prior to registration or qualification under the securities laws of any such state or jurisdiction.
MJ retweeted
T3 Code Nightly users who just updated: I'm sorry. We shipped a broken one.
Revert to stable for now. Stay there if you want fewer breaks (probably for the best). New build will be live in 10 or so mins to fix this.
Pretty much.
As of the past few weeks, debt markets have almost entirely shut off access to money for any company that doesn’t have substantial revenue independent of AI data centers.
SpaceX closed $40B of debt for GPUs, but we’re investment grade and have Starlink & launch revenue.
That means the 200+ neoclouds are going to see guppy-level death and consolidation. Some will make it through, but not many.
This should also mean that every base has sufficiently powerful SI capabilities onsite.
Expanding the plan this week.
americansovereignsi.com/
BREAKING: The U.S. is preparing all major US military base to survive at least 90 days completely cut off from outside power, fuel, water and supplies, per Fox News.
The plan, called FORTRESS, is built for a major war that could cripple power grids and break supply chains on American soil.
Bases would run on portable nuclear reactors, large scale batteries and microgrids that can unplug from the civilian grid entirely.
MJ retweeted
Grandparents, you are going to like this one. Point your agents at it and see if you can get it going.
github.com/unclebob/family-a…
The mission: making all my projects driven by bot like processes (grok bot or dots or Hermes etc) and have it be fully manageable from my phone.
Ultimate productivity and freedom