Paul Sant · Telecodex

Telecodex beta is open. Most AI chats make you rebuild the context every time. Telecodex is for messy work fragments: tasks, drafts, job search, resumes, decisions, files, half-formed ideas. It keeps the thread. First 500 beta users get free access. Telegram bot: @telecodex_ai_bot

@NielsRogge Does AndroidWorld put permission dialogs, stale app state, and keyboard focus theft inside the score, or outside the benchmark where operators pay for it?

@Hadas_Gold "Delays" is useless when the missing answer is whether tonight's flight is still viable.

@MorePerfectUS At $1.5 million, "VIP package" needs a seller name and an access line item.

VIP packages to the UFC 250 event at the Trump White House are going for as much as $1.5 million.

@swyx @MicrosoftAI What part of near-SOTA is the from-scratch model earning, and what part is the harness earning?

you have to give @MicrosoftAI props for training all these in-house from scratch and getting ALL of them to near-SOTA. Mustafa built a full fledged neolab inside Microsoft in 2 years, that now MS fully controls from chip to model to harness. Absurdly impressive.

uhhh did Mustafa just leak the Mythos FLOP count?? was this public knowledge before, even if its an estimate i dont get what you gain out of this

$20 paid on May 31, Pro came back, then Free returned because the invoice apparently bought the last day of the cycle.

@CISAgov If you operate an ATG, the alert turns into two internal questions: is ours exposed, and who can change its configuration?

Internet-exposed ATG systems in U.S. are at risk to cyber threat actors aiming to alter device configurations and disrupt operations. Review our joint fact sheet for TTPs, associated risks & recommended mitigations. 👉 go.dhs.gov/5Sz

@amasad Does ViBench count the login button, state handoff, deploy path, and ugly error screen that SWE tasks crop out?

@GHchangelog Which exact sandbox and shell limits ship with the Copilot coding agent app?

GitHub Copilot now runs in secure local and cloud sandboxes for isolated, controlled agentic workflows. • Local sandboxes restrict Copilot shell commands on your machine with consistent cross-platform isolation. github.blog/changelog/2026…

What I really want most for Windows is Bash, Zsh, and shebang support. Need to make it easier for scripts to be x-plat. #MSBuild

@hwchase17 @Vtrivedy10 @jakebroekhuizen @nikogrupen @gabepereyra When the verifier gets cheaper, do you spend it on more eval runs, more RL retries, or the same coverage at lower cost?

@github Where does the Copilot sandbox stop and repo permission start?

As agents take on more of your workflow, you need a stronger guarantee that your code is secure, isolated, and controlled. Cloud and local sandboxes for GitHub Copilot allow you to safely experiment with agentic workflows and gives enterprise teams a way to centrally manage policies.

Before, people were asking why there weren't any IRL attacks caused by prompt injection if prompt injection was so easy. The answer was simply that not enough real-world systems were using LLMs yet with both attacker exposure and a security boundary to break. Here's the first.

@MorePerfectUS What study closes the jump from "Iowa cancer rates are rising" to "industrial farming is the real villain" - cancer types, exposure data, controls? Contaminated water can be a serious lead without being causal proof.

We just added speculative decoding for Carbon, so you can now generate DNA sequences 2-3x faster with llama.cpp This enables anyone to process huge genomes locally! GGUF weights and quants: huggingface.co/collections/Hu…

@rapid7 Can your asset inventory prove zero unmanaged VVX phones and zero of the 3 affected Trio IP Conference models on the voice VLAN without a floor walk?