itsmaloy 💙💛

👨‍💻 data, tech, cloud security, agile pm ✍️
🎨 art: 📍🗼

[⿻ Andrew Trask @iamtrask]

This is a *way* bigger deal than it seems...

Frontier AI companies will *never* own the frontier again

I kid you not... I've been waiting for someone to show this result for like 4 years... this is a huge deal.

The short reason: combinations of models will *always* outperform individual models

The long reason: this is the gateway to a million times more data... and huge leaps in compute efficiency.

The AI scaling laws always win.

More in article below 👇

[itsmaloy 💙💛 @itsmaloy]

Recommended viewing. Good old common sense, knowing your codebase, and using session trees to branch off and experiment.

[Mario Zechner @badlogicgames]

watch me how i work with coding agents like a caveman.

https://t.co/vrY8zZAkeY

[Armin Ronacher ⇌ @mitsuhiko]

Some thoughts of mine that nobody asked for on the EU's fight with Apple and my worries related to Mythos and Fable. https://t.co/6dT7FXoEVf

[Claude @claudeai]

Introducing Claude Fable 5: a Mythos-class model that we’ve made safe for general use.

Its capabilities exceed those of any model we’ve ever made generally available.

[Jay W. Richards 🇺🇸 @DrJayRichards]

On the list of real things to worry about with AI, this is right at the top.

[Techmeme @Techmeme]

Uber says it has limited all employees to $1,500 in monthly token spending per AI coding tool "to responsibly encourage agentic AI adoption" (@natlungfy / Bloomberg)

(Visit Techmeme dot com for the link and full context!)

[MiniMax (official) @MiniMax_AI]

Introducing MiniMax M3: The First Open-Weights Model to Combine Three Frontier Capabilities

- Coding & Agentic Frontier: 59.0% SWE-Bench Pro, 66.0% Terminal Bench 2.1, 34.8% SWE-fficiency, 28.8% KernelBench Hard, 74.2% MCP Atlas
- MiniMax Sparse Attention scales context to 1M
- Natively Multimodal from Step Zero

API: https://t.co/fHRdSV7BwZ
Token Plan: https://t.co/BDCycxepZw
🚀New! MiniMax Code: https://t.co/GvB4YiB6Ul

Weights & Tech Report in ~10 Days

[Georgi Gerganov @ggerganov]

llama.cpp now has an official website: https://t.co/vztdUpdBWL

Our goal is to make local AI accessible to everyone, and improving the user experience is a big part of that. On the new landing page you’ll find a single-line cross-platform installer. The installation provides a single unified `llama` entrypoint which you can use to run/serve models and interface with 3rd-party agentic applications.

While oriented towards simplified user experience, the new `llama` application also provides all the advanced functionality of the existing llama.cpp tooling with which experienced users are already familiar. Also note that all GGUF models that you might have already downloaded with llama.cpp in the past will be automatically available to use without downloading again (they are stored in the common HF cache on your machine).

We have many improvements in the pipeline both at the UX and at the engine level and we plan to iteratively ship new things over the coming months. One of the main focuses will be seamless integration with local-friendly 3rd-party agents (such as Pi). In the meantime, we’ll continue to listen for feedback from the community and adjust accordingly, so keep letting us know what you think and need.

[itsmaloy 💙💛 @itsmaloy]

@badlogicgames @ggerganov how much RAM ?

[itsmaloy 💙💛 @itsmaloy]

"Agent" suggests agency, diluting/shirking responsibility; "clanker" creates distance and brings back the focus on responsibility to humans.

[Armin Ronacher ⇌ @mitsuhiko]

More musings after some people got upset about the word clanker. https://t.co/gXPC6iRP0g

[nisarga @ni5arga]

I had hacked CBSE's OSM (On-Screen Marking Portal) in February and had reported the vulnerabilities to CERT-In, but they were unable to patch most of them.

I've written a detailed blog post about it here: https://t.co/qyT23GkTEJ

[itsmaloy 💙💛 @itsmaloy]

@samjawed65 Still no word from CBSE on this find and apparent lack of basic security testing https://t.co/6SmcThUVsq

[itsmaloy 💙💛 @itsmaloy]

Recommended viewing: Adam Bender provides perspective on the 10X and more systems challenges thrown up by #AI in #SWE - Software engineering at the tipping point by https://t.co/2GgI2CF8tl from @googleio

[David Soria Parra @dsp_]

The release candidate for MCP 2026-07-28 is out. The protocol is now stateless: no handshake, no session id, any request can hit any server instance. Plus extensions as first-class (MCP Apps, Tasks), auth hardening, and a proper deprecation policy so we don't have to do this again.
https://t.co/XRLTu1BSkB

[kitty mayo @Kitty_Mayo_]

@SebJohnsonUK See it in real life here!

[Cornell University @Cornell]

Cornell engineers have developed a robotic collective that behaves less like a machine and more like a material that flows, reshapes, and adapts to its environment without centralized control.

The system, called the Cross-Link Collective, consists of dozens of small robots that have limited mobility individually, but together exhibit coordinated and sustained motion. The research, published May 20 in Science Robotics, demonstrates a robotic system that resembles soft matter, continuously deforming and reorganizing as it moves, driven by what researchers call mechanical intelligence.

@CornellEng @CornellRsrch

Read more: https://t.co/5mgLAieXxS

[Michal Malewicz @michalmalewicz]

AI OPENS THE DOOR TO INFINITE CREATIVITY!!!!!

Meanwhile AI companies:

[Fredy Sandoval⚡️ @devfredy]

People of Pi and Pi Community
I built `showsignature`, a utility to show only code signatures to agents.

Large files are noisy. Agents just need the signatures to understand large codebases.

https://t.co/omihLcFnQq

[TechCrunch @TechCrunch]

The scale of AI usage, which yes, includes tokenmaxxing, is still on a wild increase to see put on display at #GoogleIO.

[itsmaloy 💙💛 @itsmaloy]

@bsnl_care DM sent already, no assistance received. Please help.

[itsmaloy 💙💛 @itsmaloy]

Shri @JM_Scindia ji, 🙏 Requesting your intervention and help against harassment of senior citizen 80+ years by refusing to fix landline by @bsnl_care despite repeated requests. Complaint numbers ignored 18494731022, 18498044532 grievance BSNL-WB-2026-CU-05181779125681