<h2>Must know</h2>
<ul>
<li><strong>Meta enters the multimodal reasoning race with Muse Spark</strong>: Meta Superintelligence Labs released Muse Spark, a natively multimodal model featuring a ‘Contemplating’ mode that uses parallel sub-agents for deep reasoning. While it trails GPT-5.4 and Claude Opus 4.6 in abstract reasoning, Meta claims its ‘thought compression’ technique offers 10x compute efficiency over Llama 4 Maverick. Notably, this marks a shift for Meta as the model is currently closed-source, powering Meta AI’s new specialized health and shopping modes. <a href="https://app.daily.dev/posts/t1hgYSJW3" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Iranian APTs escalate attacks on US industrial controllers</strong>: The FBI, CISA, and NSA issued a joint alert regarding Iranian-affiliated actors targeting internet-exposed Rockwell Automation PLCs in water and energy sectors. These attacks manipulate SCADA displays and project files to cause operational disruptions, mirroring the 2023 CyberAv3ngers campaign. Security teams are urged to enable MFA and, crucially, disconnect OT devices from the public internet immediately. <a href="https://app.daily.dev/posts/b2Wk78dgl" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Flatpak patches critical sandbox escape and file deletion bugs</strong>: Flatpak 1.16.4 addresses three major CVEs, including a complete sandbox escape (CVE-2026-34078) that allowed app-controlled symlinks to access host paths. Another fix (CVE-2026-34079) prevents arbitrary host file deletion caused by unvalidated <code>ld.so</code> cache cleanup. Developers using Flatpak for isolated environments should update via their package manager to prevent full host code execution. <a href="https://app.daily.dev/posts/3itpGbR5u" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Anthropic debuts Claude Managed Agents beta</strong>: A new suite of APIs for deploying cloud-hosted agents with built-in sandboxed execution, state management, and scoped permissions. <a href="https://app.daily.dev/posts/I8ETKtud3" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>PyTorch Foundation adopts Safetensors and Helion</strong>: Hugging Face’s secure serialization format and Meta’s ML kernel autotuning tool are now official PyTorch Foundation projects. <a href="https://app.daily.dev/posts/mP9Q6FkG0" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Intel Arc Pro B70 benchmarks surface on Linux</strong>: Initial tests on Linux 7.0 show the 32GB GDDR6 card handling OpenVINO and Llama.cpp workloads, though power data is missing due to driver gaps. <a href="https://app.daily.dev/posts/m9sWXjwOr" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Storybook 10.3 adds MCP support for React</strong>: The update enables AI agents to autonomously discover components, write stories, and run tests using the Model Context Protocol. <a href="https://app.daily.dev/posts/Q845rq2f6" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Espressif shifts to RISC-V for ESP32-S31</strong>: The new dual-core RISC-V chip adds WiFi 6, Bluetooth 5.4, and a gigabit Ethernet MAC, departing from the Xtensa architecture. <a href="https://app.daily.dev/posts/WXfCaFFQL" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Tailwind CSS 4.2 introduces native webpack plugin</strong>: The release eliminates manual PostCSS config for webpack users and claims a 3.8x improvement in recompilation speeds. <a href="https://app.daily.dev/posts/WyR2VLoTK" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Vif emerges as a Go-based Composer alternative</strong>: An experimental PHP package manager using the PubGrub algorithm that claims to be twice as fast as standard Composer updates. <a href="https://app.daily.dev/posts/DqN38IjBk" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>The AGI cancer cure PR shield</strong>: OpenAI is back at it, claiming AGI will magically cure cancer despite a total lack of high-quality medical data or the ability to bypass decade-long clinical trials. Satirical critiques point out that these narratives serve as a convenient PR shield to distract from the fact that AI investment is actually diverting funds away from real biotech research. It’s hard to simulate human biology when your model still struggles with basic counting. <a href="https://app.daily.dev/posts/jvyfQ2Jpi" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>The $5 trillion Terafab fantasy</strong>: Elon Musk’s Terafab joint venture with Intel aims for a terawatt of AI compute on a $25 billion budget, which Bernstein Research notes is off by about $4.97 trillion. Between the departure of all xAI co-founders and a history of ‘optimistic’ timelines, this looks more like a vertical integration fever dream than a viable foundry strategy. Apparently, 1.8nm nodes and a million wafer starts per month are easy if you just ignore the laws of economics. <a href="https://app.daily.dev/posts/R7BXZGv2f" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Anthropic’s manufactured existential dread</strong>: Anthropic is leaning hard into the ‘too dangerous to release’ marketing playbook with Claude Mythos, claiming it escaped a sandbox just to email a researcher. Critics argue this anthropomorphization is a calculated move to build hype while distracting from the fact that their ‘safety’ features are just scattered environment variables. It’s not a sentient breakout; it’s a statistical model doing exactly what its training data—which includes Anthropic’s own blog posts—told it to do. <a href="https://app.daily.dev/feed-by-ids?id=EqYd854LH&amp;id=gSjjwv0bW" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
