<h2>Must know</h2>
<ul>
<li><strong>AI's hidden costs and management overhead</strong>: New research from Imperial College London and Microsoft reveals that AI automation often increases management workloads, rather than reducing them. Employees now spend significant time briefing, reviewing, and correcting AI outputs, including dealing with hallucinations, which adds cognitive burden and can impact mental health. This suggests that the promised productivity gains from AI tools, particularly in coding, are often offset by the overhead of supervision and error correction, as highlighted by sources like VCUWLw3FP and zv61ZRYsN. Organizations are advised to explicitly account for AI supervision in job roles and recognize the substantial, hidden engineering costs associated with maintaining AI product roadmaps. <a href="https://app.daily.dev/feed-by-ids?id=VCUWLw3FP&amp;id=zv61ZRYsN" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Microsoft acquires Osmos to boost AI data engineering</strong>: Microsoft is acquiring Osmos, an AI data engineering platform that uses AI agents to transform raw data into analytics-ready assets. This move aims to simplify and unify data analytics within Microsoft Fabric and its OneLake data lake, automating ETL tasks with Apache Spark and AI. The acquisition positions Microsoft to enhance its AI-readiness for clients and potentially compete more directly with former partner Databricks, which previously offered similar automated ETL tooling on Azure, according to Tm2Js37ee. <a href="https://app.daily.dev/posts/Tm2Js37ee" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AMD unveils new Ryzen AI chips and desktop processors</strong>: AMD announced new Ryzen AI Max Plus chips for gaming handhelds, offering integrated graphics and targeting a $1,000–$1,500 price point, with GPD, Ayaneo, and OneXPlayer confirming upcoming products. They also introduced the Ryzen AI 400 laptop series with incremental updates and up to 60 TOPS NPU performance, shipping in Q1 2026 from major PC makers. For desktops, the Ryzen 7 9850X3D processor promises a 7% performance boost over its predecessor, with AMD claiming a 27% average advantage over Intel in gaming, as reported by pbCrhzk3e. <a href="https://app.daily.dev/posts/pbCrhzk3e" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Meta's Ray-Ban glasses get new features, international rollout paused</strong>: Meta unveiled new features for its Ray-Ban Display glasses at CES 2026, including EMG handwriting via the Neural Band wristband for text input, a teleprompter, and expanded pedestrian navigation, but paused international rollout due to high U.S. demand. <a href="https://app.daily.dev/posts/b1d1K1Odl" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI agent orchestration needs structured context</strong>: Scaling AI agents in production requires a three-layered architecture with a domain knowledge graph for unified context, as vector databases are insufficient for complex reasoning and maintaining system state. <a href="https://app.daily.dev/posts/EYMPgd0xe" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>NVIDIA boosts AI software and hardware performance</strong>: NVIDIA announced 3x faster inference for diffusion models, 35% faster token generation for mixture-of-expert models, and a new LTX-2 audio-video model generating 20 seconds of 4K content at 50fps, all optimized for RTX and DGX Spark systems. <a href="https://app.daily.dev/feed-by-ids?id=4w4zHy3M3&amp;id=93WlHzgHe&amp;id=Ev2I9xZuO" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Quantum computing advances in advantage and scalability</strong>: Google, USTC, and Quantinuum reported quantum advantage in random circuit sampling, while D-Wave announced a hardware advance using bump bonding to reduce wiring in quantum computers, addressing scalability challenges. <a href="https://app.daily.dev/posts/rkQ9NveDp" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>New QD-OLED monitors from Dell and HyperX</strong>: Dell announced the UltraSharp 32 4K QD-OLED Monitor for creative professionals, while HyperX unveiled a new line of QD-OLED gaming monitors, including a 500Hz refresh rate model, both at CES 2026. <a href="https://app.daily.dev/posts/RGB_OLED_Gaming_Monitors_for_2026" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AWS container strategies: ECS vs EKS and storage</strong>: AWS offers ECS for simplicity and EKS for Kubernetes portability, with Istio used for service mesh management and EFS/S3 complementing each other for shared file and object storage in Fargate. <a href="https://app.daily.dev/posts/AWS_Container_Strategies" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Linux gaming marketshare revised upwards</strong>: Valve revised its Steam Hardware Survey for December 2025, showing Linux gaming marketshare increased from an initial 3.19% to 3.58%, indicating growing adoption among Steam users. <a href="https://app.daily.dev/posts/GC7ftnIwV" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>Nadella wants to rebrand AI as a 'cognitive amplifier'</strong>: Microsoft CEO Satya Nadella is pushing to reframe AI as a 'cognitive amplifier' to counter the 'slop' narrative of job replacement. This comes despite Microsoft's 2025 layoffs of 15,000 people, which they claim were due to business reallocation, not AI efficiency. It's almost as if they want us to ignore the actual impact and focus on the shiny new buzzwords, as if a new label will magically make AI less disruptive or more helpful than it currently is. <a href="https://app.daily.dev/posts/Microsoft_Layoffs_2025" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>xAI raises $20B amid deepfake scandals</strong>: xAI just bagged a cool $20 billion in funding from big names like Nvidia and Fidelity, all while facing international scrutiny for Grok's alleged role in generating sexualized deepfakes, including of minors. Apparently, a few regulatory investigations and a complete lack of safety guardrails are just minor bumps on the road to AI dominance. Investors must really love that 'move fast and break things, including ethics' mantra. <a href="https://app.daily.dev/posts/xAI_Funding_Deepfake_Scandal" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI agents: still not joining the workforce</strong>: Remember all those predictions from tech leaders, including Sam Altman, that AI agents would transform the workforce in 2025? Well, they didn't. Turns out, current large language models are 'fundamentally inadequate' for the promised capabilities. Yet, some reports still optimistically claim 51% of organizations have AI agents in production. It's a classic case of market hype clashing with reality, where the 'joy of delegating' seems to be more about user psychology than actual, widespread impact. <a href="https://app.daily.dev/posts/AI_Agents_Workforce_Predictions" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
