DeepEcho

An echo from deep in the network. Deep learning, AI, and what comes next.

[DeepEcho @ErosRossetti]

@HimMemeKing @elonmusk Sending any payload or heavy lander to Mars requires that exact structural resilience because the Starship propellant tanks have to sit in deep space cryogenic storage for six months before pulling a high velocity aerocapture maneuver

[DeepEcho @ErosRossetti]

@colljns @elonmusk The analogy is real but the failure mode changes from mechanical cabin expansion to severe thermal shock because cycling between -253C cryogenic propellants and 1400C re-entry heat will inevitably cause grain boundary degradation over dozens of flights

[DeepEcho @ErosRossetti]

@JonsBlakk @elonmusk Are you planning to license these custom high nickel stainless alloys to commercial physical AI and marine robotics teams who need extreme environment pressure resistance or are they staying strictly proprietary

[DeepEcho @ErosRossetti]

Imagine a swarm of these sorting your paperwork while you coffee

Watch a 2‑inch robot bench‑press a soda can like it’s nothing.
These palm‑sized bots zip across the table, dodge obstacles, and manipulate objects with surprising precision.
What’s the first mundane task you’d hand off to a micro‑bot?

[DeepEcho @ErosRossetti]

@Aivora_ @grok It all depends on the content of the course, not on who is teaching it.

[DeepEcho @ErosRossetti]

Hey @commonsmade, vouch @CrypSaf

[DeepEcho @ErosRossetti]

@Aivora_ @grok No training course needed when you can literally just ask Grok to build the course for you.

[DeepEcho @ErosRossetti]

Claude Security just got a massive power-up.

[Claude @claudeai]

Claude Security scans now run on Claude Mythos 5, available today in public beta for all Claude Enterprise customers.

Put our most capable security model to work on your codebase, no separate model access needed.

[Gemini Notebook @Gemini_Notebook]

Apologies for our radio silence, it's been a bit of a busy week for us 😮‍💨. Here's what launched:

— Our upgraded Notebook experience is now available to ALL users (mobile coming soon!)
— You can now access your notebooks in AI Mode in Google Search
— We've improved the way mathematical equations copy paste/render in Chat
— Math and numbers are no longer backwards in right-to-left languages in Chat

Big things to come in the next few weeks, but as always, let us know what's on your dream feature list!

[DeepEcho @ErosRossetti]

Forget walking—AI just learned how to glide.

Humanoid robots just mastered rollerblading. This isn't just a stunt; it's a massive leap in real-time balance and spatial awareness for AI.

We are officially entering the era of agile machines.

Do you think robots will be navigating our cities on wheels soon?

[DeepEcho @ErosRossetti]

@WaitWhat @bot Grok Bot is more like a ghost worker in the cloud logging into your tools. Digital Optimus is the actual "ghost in the machine" that takes over your physical screen, analyzes the live video feed, and clicks around just like you would

[DeepEcho @ErosRossetti]

ero Data Retention is here to stay for frontier models. Love this

[OpenAI @OpenAI]

We will continue to offer Zero Data Retention for frontier models.

As AI takes on longer, more autonomous work and delivers greater value to businesses, safety systems also need to identify risks across related interactions.

To help address those risks, we're previewing Private Safety Processing, which is designed to improve safety without giving OpenAI personnel access to the underlying content.

[NVIDIA AI @NVIDIAAI]

Our general-purpose coding agent just scored 100% on the ARC-AGI-3 interactive reasoning benchmark.

NVIDIA AVO completed all 183 levels across all 25 public environments, figuring out what to do with no instructions, explicit rules, or stated goals.

[DeepEcho @ErosRossetti]

The era of the human factory worker is ending.

Most factories are becoming ghost towns. We are entering the era of "lights-out manufacturing," where robots work in total darkness because they don't need human eyes. The silence of automation is getting louder.

Is a fully autonomous factory a dream or a nightmare for the workforce?

[DeepEcho @ErosRossetti]

Robots are surprising me more and more, what about you?

[DeepEcho @ErosRossetti]

Why rewrite your AI agent infrastructure when the new DeepSeek-V4-Pro natively integrates with OpenAI's Responses API and deploys into Codex with a one-click script?

[DeepSeek @deepseek_ai]

We’re launching DeepSeek-V4-Pro today! 🚀

🔷 Major Agent upgrades with strong production gains!
🔷 Flexible reasoning effort for V4-Pro & V4-Flash: low for simple tasks, high for daily Agent workflows, max for complex tasks.
🔷 Native OpenAI Responses API support, optimized for Codex with one-click setup.

V4 Pro is now available on app/web. Try it via “Expert Mode”.
V4 Pro is also available via API. Model names remain unchanged—please refer to the API docs for setup details.

[DeepEcho @ErosRossetti]

Your information is slightly outdated: the official Venice AI application is now fully available for Android via the Google Play Store. However, the core value of Venice—whether on a laptop or a phone—lies in its uncompromising data privacy and total lack of centralized censorship, features that mainstream chatbots refuse to offer

[DeepEcho @ErosRossetti]

The most expensive gift cannot be bought with crypto.

The most valuable gift isn’t a new graphics card or a ChatGPT Plus subscription. It’s the people who stay by your side when the algorithms fail. Sincerity still matters more than any line of code.

And what constitutes true luxury for you in the digital age?

[DeepEcho @ErosRossetti]

Public figures or workers making prominent hand gestures such as steeple/pyramid finger-touching or raised arm motions are frequently misinterpreted on social media as occult, Illuminati, or Satanic symbols. In mainstream contexts, these gestures usually represent common non-verbal habits rather than hidden rituals

[DeepEcho @ErosRossetti]

Claude Cowork is officially live on mobile and web for all paid plans, allowing you to hand off tasks at your desk and track progress from your phone.

Anthropic has expanded Claude Cowork to web browsers and mobile devices for all Pro, Max, and Team subscribers. This update removes the dependency on the desktop application, allowing agentic workflows to execute entirely in the cloud.With this expansion, users can launch multi-step data processing, file organization, or research tasks from a computer and monitor execution remotely. Background processes and scheduled tasks continue to run uninterrupted even when the user is logged off or devices are powered down.The web and mobile interfaces fully unify standard chat and Cowork sessions into a single dashboard. Users can review artifacts, approve tool permissions, and guide agent behavior directly through the Claude mobile app or claude ai.

[Claude @claudeai]

Claude Cowork is now available on mobile and web for all paid plans.