What's happening: India AI Impact Summit pledges $240B AI investment
The India AI Impact Summit 2026 announced a historic $240 billion AI investment pledge. Reliance committed $110 billion for AI infrastructure over seven years, Adani pledged $100 billion through 2035, and Google disclosed a $15 billion AI hub in Visakhapatnam.
Also developing:

The AI Daily Brief reveals that 82% of organizations now report positive AI ROI, with 37% seeing transformational impact, and most expecting faster gains soon. The study of 1,200 respondents and 5,000 use cases shows ROI is driven by both time savings and strategic benefits like new capabilities and better decision quality, especially for smaller firms that often achieve outsized returns. It also highlights the current balance between assisted AI tools and autonomous agents, noting agents are still emerging while assisted AI delivers most immediate value.
I’m judging the #YouBuildChallenge hackathon (Dec 16–22). The premise is simple: describe what you want to build, and @YouWareAI turns it into a working app. $10K+ in prizes. YouWare is rethinking how software gets created—shifting from writing code to expressing creativity. Built by...

Oracle Cloud Infrastructure launched A4 Standard instances powered by Ampere Computing’s AmpereOne M silicon, offering up to 192 custom Arm cores per chip in both virtualized and bare‑metal forms. The configurations deliver up to 48 OCPUs (96 cores) with up to...

Apple Music has launched a ChatGPT app that lets users generate playlists, discover songs, and play short music clips via conversational prompts. Subscribers can link their Apple Music accounts to save the AI‑crafted playlists directly to their library. The integration...
AI slop in the job application process is only going to increase internal referrals processes and network effects. At least 50% of applications I receive are the same AI answers. To the applicant, they seem impressive and well thought out....

YouTube shut down the Screen Culture and KH Studio channels, which together amassed over 2 million subscribers by posting AI‑generated movie trailers that mimicked real releases. The platforms initially demonetized the creators for missing disclaimer tags, briefly reinstated them, and then...
Excellent new episode of Your Undivided Attention exposing many more subtle differences between how the US and China think about the race for AGI , and whether they are even competing for the same thing.

Global semiconductor manufacturing equipment sales are projected to reach $133 billion in 2025, rising 13.7% year‑over‑year, with forecasts of $145 billion in 2026 and $156 billion in 2027. The surge is driven by heightened demand for AI accelerators, high‑performance computing and advanced 2 nm...

A Florida middle school was placed under lockdown after ZeroEyes, an AI‑driven security system, mistakenly identified a student’s clarinet as a rifle. Human reviewers failed to halt the alert, prompting police to respond before discovering the false alarm. ZeroEyes’ co‑founder...

Pickle Robot, a Massachusetts‑based maker of autonomous unloading robots, appointed Jeff Evanson as its first chief financial officer. Evanson, a former Tesla vice president of global investor relations, had been consulting for Pickle since September and now joins full‑time. The...

T5 Services, the services arm of T5 Data Centers, reported record growth in 2025, expanding revenue from $87 million in 2021 to $1.6 billion. The company’s integrated construction and operations model, backed by more than 200 professionals and 6,000 subcontractors, delivered over...

OpenAI introduced the FrontierScience benchmark, a two‑part test featuring Olympiad‑level problems and open‑ended PhD‑level research challenges. GPT‑5.2 topped the leaderboard, reaching 77% accuracy on the Olympiad set and 25% on the research set, while Gemini 3 Pro trailed closely on Olympiad...
AI JOB LOSS HOAX EXPOSED According to a new study from Vanguard, the "occupations most exposed to AI automation are actually outperforming the rest of the labor market in terms of job growth and real wage increases." Job growth was up...

🚨 From Agent-1 to Superintelligence: The AI 2027 Scenario The AI 2027 Report outlines one of the most thought-provoking trajectories for artificial intelligence: a rapid evolution from simple assistants (Agent-1) to autonomous, adversarially misaligned systems (Agent-4) and ultimately to Agent-5 —...
Palona AI, founded by former Google and Meta engineers, announced a vertical shift into the restaurant and hospitality sector with two new products—Palona Vision and Palona Workflow. Vision leverages in‑store security cameras to monitor queue lengths, table turnover, and kitchen...

Mark Manson and AI entrepreneur Raj Singh have launched Purpose, an AI‑mentor app that delivers personalized self‑help coaching directly on users' phones. The platform tailors advice to individual values, fears and goals while explicitly refusing therapy‑level issues and directing users...

Anthropic announced an open‑source Agent Skills specification for its Claude model, expanding the platform’s ability to create, share, and deploy task‑specific capabilities. The update adds organization‑wide management for enterprise teams and bundles pre‑built Skills from partners such as Canva, Notion,...

Haotian, a Cambodia‑based AI face‑swapping platform, is earning millions by selling ultra‑realistic deep‑fake software to scammers via Telegram. The service offers 50 customizable facial parameters and voice‑cloning, enabling fraudsters to conduct convincing video‑chat scams, especially pig‑butchering schemes. Cryptocurrency tracing shows...

Nano Banana Pro remains my favorite image generation model. Undoubtedly, 2026 will see more AI scams. And more revenue-generating AI influencers. Prompt: This woman is sitting on a white beanbag and laughing. She’s wearing a light pink cap, a black high necked crop...
I love the expression “food for thought” as a concrete, mysterious cognitive capability humans experience but LLMs have no equivalent for. Definition: “something worth thinking about or considering, like a mental meal that nourishes your mind with ideas, insights, or issues...

The Machenike Mini PC now sells for $379 on Amazon, featuring an AMD Ryzen 7 8745HS, 16 GB DDR5, and a 512 GB SSD. A DIY attempt to match these specs costs about $570, roughly 50% more, largely due to DDR5 scarcity. ...
We’re open-sourcing Perception Encoder Audiovisual (PE-AV), the technical engine that helps drive SAM Audio’s state-of-the-art audio separation. Built on our Perception Encoder model from earlier this year, PE-AV integrates audio with visual perception, achieving state-of-the-art results across a wide range of...
Everyone wants to “build AI agents.” Few have a clear path to learn them. 🧭🤖 This roadmap is a solid, no-fluff sequence for going from zero to production-grade agents: Level 1 — Foundations ✅ Python / TypeScript basics ✅ ML...
OpenAI announced that third‑party developers can now submit apps for inclusion in a new ChatGPT App Directory, accessible from the sidebar and chat interface. The submission process went live on December 17, with approved apps slated to roll out to users...

Microsoft released a holiday‑themed Copilot ad that depicts the AI flawlessly handling smart‑home lighting, recipe scaling, and HOA compliance, but the showcased scenarios rely on fictional companies and staged interactions. Independent testing revealed Copilot frequently hallucinating UI elements, misreading instructions,...

The article warns that AI chatbot conversations are often stored long‑term, exposing sensitive personal data. It argues that superficial redaction is insufficient; true privacy requires permanent data removal and explicit retention policies. Transparency about data handling and minimizing collected information...
Aptiv and Vecna Robotics announced a joint venture to create next‑generation autonomous mobile robots (AMRs) for industrial and logistics environments. The collaboration combines Aptiv's vehicle‑grade sensor and software platform with Vecna's modular robot chassis and AI navigation stack. The partners...

Luma AI unveiled Ray3 Modify, a generative video model that lets users edit existing footage while preserving the original actor’s performance. Creators can supply character reference images and define start and end frames to generate smooth transitions and transform scenes....
In this episode, researcher Santiago de Leon explains how eye‑tracking technology captures gaze patterns—fixations and saccades—to reveal user behavior on recommender interfaces, and introduces the RecGaze dataset, the first eye‑tracking collection tailored for recommender‑system research. He shows how eye data...

Decart, founded by former Google and Snap researchers, is building real‑time generative video that reacts instantly to user context. By leveraging deep CUDA‑kernel optimizations, the company claims lossless quality while cutting latency dramatically. The firm redefined personalization beyond static subject...

The UK actors' union Equity has recorded a 99% affirmative vote among its members to refuse on‑set digital scanning, a practice used to capture likenesses for future AI applications. The indicative ballot polled over 7,000 members with a 75% turnout,...

Orbiit Services Inc. has launched Ambient Care, an AI‑driven addiction recovery layer that operates continuously through a patient’s mobile device. The system analyzes micro‑interactions—timing, engagement, avoidance—to generate real‑time Sober and Risk scores, which clinicians can use to deliver SMS‑based micro‑interventions....
Take These Steps Today to Protect Yourself Against AI Cybercrime AI isn’t only a productivity tool — it’s also enabling new threats. This article guides you through concrete steps to safeguard yourself and your business. Read more 👉 https://lnkd.in/e8Y8Wk3Z #AICybersecurity...

Kolo AI announced it has processed over 10 million messages in just 85 days since its September launch, highlighting rapid consumer adoption. The company introduced Kolo Personas, a suite of 20 hyper‑specialized AI experts ranging from a Superparent to a Celebrity...

Tech Mahindra announced a strategic partnership with Google Cloud to accelerate enterprise adoption of Gemini Enterprise, leveraging Google’s Gemini 2.5 multimodal models. The collaboration blends Tech Mahindra’s Orion framework, AI‑first engineering talent, and Centers of Excellence with Google Cloud services such...
every industry has its high‑stakes systems: software that cannot fail because the cost of failure is borne by real people. in clinical research, that system is the infrastructure that manages participant journeys through clinical trials. these trials are the gateway...
Google's MCP Toolbox for Databases is now open source 🔥 A single backend for connections, security, and schema-aware SQL tools, built for AI agents. Compatible with Python, JS, Go, LangChain, and more. Repo in 🧵 ↓ https://t.co/nd3rX7JpFH

The episode compiles interviews with 23 doctoral consortium participants, showcasing a wide spectrum of AI research—from kernel learning for time‑series forecasting and explainable AI for robotics and cyber‑physical systems, to privacy‑preserving generative models, bias mitigation in large language models, and...
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Coding agents will make mistakes, so they must run on infrastructure that allows every action to be reversed. We built a snapshot engine to achieve this: https://t.co/gdetxGl5z7
Codex is getting extremely good and will rapidly improve. If you want to help make it 100x better next year, the team is hiring. Crazy adventure guaranteed; success probable.
ai to select which cells to use for preciously expensive and effective immunotherapy: meet @cellvoyant https://t.co/7SkTFo9QsX
Genspark's CEO says "just prompt it." My reaction? Microsoft Office is in trouble as more people discover the new way to work. They won't be going back.

Last week, a security researcher using our previous model found and disclosed a vulnerability in React that could lead to source code exposure. I believe these models will be a net win for cybersecurity, but we are in the 'real impact...
GPT-5.2-Codex launches today. It is trained specifically for agentic coding and terminal use, and people at OpenAI have been having great success with it.
Join us live on X at 1PM PST / 4PM EST to hear @JeffDean, @OriolVinyalsML, @NoamShazeer, and @OfficialLoganK reflect on our year in AI at Google, and explore what's coming next: https://t.co/DnhUg8YYoC

New Keras release: 3.13 🎉 Some major new features: • Model export to LiteRT (formerly TFLite) for mobile/edge • GPTQ quantization support for post-training compression • New Adaptive Pooling layers for dynamic architectures https://t.co/Ogmag7FYCY
This is a vertically integrated end to end deep neural network performing forward pass inference real-time, controlling individual actuator's torque output for bidpedal gait generation in adverse, GPS denied, envs. ok its standard PPO rl trained in mjlab, strapped to a...
World models will be as important as LLM's. Next big market and General Intuition has the best data set for this...
idk when first mover advantage was actually a thing, but it sure seems to not be a thing for AI and robotics.