<h2>Must know</h2>
<ul>
<li><strong>NVIDIA and Lilly team up for AI drug discovery</strong>: NVIDIA and pharmaceutical giant Lilly are investing $1 billion into an AI co-innovation lab to revolutionize drug discovery. Announced at the J.P. Morgan Healthcare Conference, the lab will integrate computational modeling with experimental wet labs, leveraging NVIDIA’s DGX SuperPOD with B300 systems and Lilly’s biopharmaceutical expertise. The goal is to model biological complexities more accurately and accelerate the discovery of new molecules, combining in silico and in vitro research, as reported by NVIDIA. <a href="https://app.daily.dev/posts/TcHQkCPbq" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI agents face reality check in software development</strong>: While AI agents like Claude Code can assist in coding workflows, practical experiences show significant limitations. Developers report AI-generated code often lacks product context, leads to architectural debt, and can introduce subtle bugs, requiring extensive refactoring—sometimes more effort than writing from scratch. This highlights a disconnect between public AI hype and the realities of complex software development, emphasizing that AI is a collaborative tool, not a replacement for developer expertise, according to multiple practitioner accounts. <a href="https://app.daily.dev/feed-by-ids?id=6XeVWOBXO&amp;id=STWE5tRXe&amp;id=UAphs9F5B&amp;id=euzGVQGzQ&amp;id=iukrPGTg6&amp;id=m6P4U0J0b&amp;id=wCQfiCXDa" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Microsoft pushes unified AI governance and marketplace</strong>: Microsoft is doubling down on enterprise AI with a new unified governance platform, recognized by IDC MarketScape as a leader for 2025-2026. This platform integrates responsible AI standards, offering centralized oversight for traditional ML, generative AI, and agentic AI across multicloud environments. Concurrently, Microsoft’s Marketplace now boasts over 11,000 AI models and 4,000 applications, including pre-vetted solutions from Anthropic, OpenAI, and NVIDIA, aiming to accelerate enterprise AI adoption with a focus on compliance and security. <a href="https://app.daily.dev/feed-by-ids?id=VuTiPUrsF&amp;id=XdBf9IqBR" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>NVIDIA expands AI infrastructure and edge computing</strong>: NVIDIA unveiled DGX Spark and DGX Station deskside AI supercomputers for local model development, enhanced its Enterprise AI Factory with BlueField cybersecurity, and showcased AI-powered industrial and care robotics at CES 2026, including a voice-controlled excavator and humanoid robots for elderly care. <a href="https://app.daily.dev/feed-by-ids?id=4rJ96gwiU&amp;id=J1BKrq2u6&amp;id=JE89HgTw1&amp;id=JItr1KihQ&amp;id=bXoqeH8eP&amp;id=EtoX78bjl&amp;id=Yuaq0Gyje&amp;id=SCEwsKfyS" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI solves a long-standing math problem</strong>: GPT 5.2 Pro reportedly solved Erdos problem #281, a previously open mathematical problem, with mathematician Terence Tao calling it a significant milestone for AI in mathematical research. <a href="https://app.daily.dev/posts/pRkd3CPEF" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Major AI players expand capabilities and forge partnerships</strong>: Anthropic released Claude Co-work for desktop automation, Google’s Gemini introduced Personal Intelligence and upgraded its Veo video model, ChatGPT added a translation feature, and Apple partnered with Google to integrate Gemini models into Siri for complex queries. <a href="https://app.daily.dev/posts/3e5iSak1o" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>ClickHouse acquires Langfuse for LLM tracing</strong>: ClickHouse acquired Langfuse, an open-source platform for LLM tracing and evaluation, aiming to enhance its performance and reliability while maintaining open-source commitments. <a href="https://app.daily.dev/feed-by-ids?id=O5KxwsHsv&amp;id=dliP781v1" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>NVIDIA DRIVE expands automotive partnerships</strong>: NVIDIA DRIVE AV software will be integrated into the new Mercedes-Benz CLA by late 2026, focusing on level 2 driver assistance, while NVIDIA also expanded its DRIVE Hyperion ecosystem for level 4 autonomous driving with partners like Bosch and Magna. <a href="https://app.daily.dev/feed-by-ids?id=kCsBTg7xZ&amp;id=pTE08FtLn" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>New JavaScript compiler and microkernel OS emerge</strong>: Porffor, a new ahead-of-time JavaScript compiler, targets WebAssembly and native code for smaller, faster binaries in embedded systems, while Xous, a microkernel OS, emphasizes strict process isolation and minimal kernel complexity for ‘medium’ embedded devices. <a href="https://app.daily.dev/feed-by-ids?id=xTAvQVuAU&amp;id=xU3ZYAZlY" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Redis RCE vulnerability exposed</strong>: JFrog researchers discovered a remote code execution (RCE) exploit in Redis databases (CVE-2025-62507) triggered by the XACKDEL command, allowing arbitrary code execution, with a patch released in Redis version 8.3.2. <a href="https://app.daily.dev/posts/WxRVVmFMH" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>AI agents are just APIs, nothing has changed</strong>: Apparently, the ‘revolutionary’ concept of AI agents is just a fancy new name for good old API and web automation, according to some technical experts. It seems the hype around ‘agentic automation’ is more about investor-driven rebranding for financial gain than any substantive technological leap. So, while your favorite AI guru is touting the next big thing, remember it’s probably just a well-dressed API call. <a href="https://app.daily.dev/feed-by-ids?id=4rJ96gwiU&amp;id=J1BKrq2u6&amp;id=JE89HgTw1&amp;id=JItr1KihQ&amp;id=bXoqeH8eP" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Claude Co-work: A taste of AGI, if you can get it to work</strong>: Anthropic’s new Claude Co-work desktop app promises to bring AGI to the masses, letting non-developers automate tasks like organizing files and controlling Chrome. However, early reports suggest it’s plagued with UX issues, broken authentication, and UI glitches, making it more of a ‘taste of frustration’ than AGI. It seems even with sandboxed Ubuntu VMs, the path to seamless AI automation is still paved with bugs. <a href="https://app.daily.dev/posts/OemgIV2rY" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>NVIDIA’s DLSS 4.5: More frames than you can shake a stick at</strong>: NVIDIA is hyping DLSS 4.5 with ‘Dynamic Multi Frame Generation,’ claiming it can add up to five extra frames per rendered frame, targeting 240+ FPS path-traced gameplay on RTX 50 Series GPUs. While the numbers sound impressive, these are, of course, NVIDIA’s own uncorroborated claims, typical of corporate press releases. One has to wonder if we’re generating more frames than our eyes can even process, or if it’s just another way to sell more GPUs. <a href="https://app.daily.dev/posts/jXjzYY9vI" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
