collaboration
collaboration on Beyond Market Intelligence: a running collection of 11 stories we have gathered and hand-picked because they are worth your time. Every post here touches on collaboration in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around collaboration, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.

Adobe is making its tools available in Slack
Adobe is expanding access to its creative suite, now integrating Express, Premiere, and Acrobat directly within Slack. This move empowers users to seamlessly incorporate design, video editing, and document management into their existing workflows. Discover a more fluid and efficient approach to collaboration, minimizing context switching and maximizing productivity. This integration reflects Adobe’s commitment to accessible creative tools. For further insight into Adobe’s strategic growth, explore our article on the recent acquisition of Rilo.

OpenClaw 2.0 Releases with Simplified Setup and Collaborative Agents
OpenClaw 2.0 is here, marking a significant advancement in open-source personal AI agent technology. This major update streamlines setup and introduces collaborative agents, fundamentally changing how you interact with data. Key improvements span installation, browser interface, memory management, skills, automations, plugins, security, and collaborative features. Explore a more accessible and powerful AI experience. For those seeking greater control over data privacy, consider how platforms like Speakr offer private, self-hosted transcription—a complementary approach to managing your digital footprint.

Google’s new Fitbit Air brings Pokémon Sleep to your wrist
Introducing the Fitbit Air, a special-edition wearable born from a unique collaboration between Google and The Pokémon Company. This innovative device seamlessly integrates with the Pokémon Sleep app, bringing the world of Pokémon to your wrist. Explore a new dimension of sleep tracking and Pokémon discovery—all in one accessible package. For those interested in the broader implications of AI innovation, consider our recent article detailing the collaborative call to action from OpenAI and other leading companies regarding AI cybersecurity.
How to prevent users from breaking formulas and best practices for cloud deployment?
Protecting your valuable spreadsheet formulas and ensuring secure cloud deployment are critical for collaborative data management. This guide addresses common concerns, like preventing accidental formula modification while enabling data input, offering strategies beyond basic sheet protection. We'll also explore the optimal path for sharing: leveraging Excel in the cloud versus transitioning to a dedicated web app or BI tool. For deeper insights into securing your data infrastructure, see our article on Cloudflare WriteGuard and its fine-grained security controls.

The Ultimate Guide to Contributing to Open Source Projects
Ready to contribute to open source but unsure where to start? This Ultimate Guide demystifies the process, covering everything from identifying responsive projects to mastering essential Git mechanics. We'll walk you through the realities of open-source contribution, ensuring your efforts are productive and welcomed. Discover how to effectively engage, navigate workflows, and make a meaningful impact. For a deeper dive into leveraging AI coding assistants, see our article, "How to Effectively Deploy Code With Claude Code."
Anyone here working on AI/ML projects? I’d like to join and contribute [R]
For those engaged in AI/ML projects, a valuable contributor is seeking to join your efforts. /u/Quiet-Cod-9650, currently studying deep learning and with a portfolio of completed projects, is eager to actively contribute and expand their skillset within a collaborative environment. They’re committed to learning and offer a strong desire to help advance ongoing initiatives. Explore potential synergies – if you have a project welcoming contributors, please connect. For further insights into related challenges, see our recent piece, "AI Slop Is Costing You Hours.

Wispr Flow is preparing to launch a meeting notetaker, updated terms suggest
Wispr Flow is poised to significantly expand its capabilities with the upcoming launch of a meeting notetaker. Recent updates to their terms of service reveal the new feature will automatically generate meeting summaries and action items, streamlining workflows and boosting productivity. This innovative tool represents a future-focused approach to data management, moving beyond traditional note-taking. For broader context on the evolving landscape of AI-powered tools, explore "TechCrunch Mobility" for insights into the future of transportation.
[D] Self-Promotion Thread
Showcase your innovative projects and ventures in our dedicated self-promotion thread! This space empowers you to share personal projects, startups, product placements, and collaboration needs directly with the community. Please clearly outline payment and pricing structures for any products or services offered. To maintain a valuable environment, refrain from using link shorteners or auto-subscribe links. As highlighted in "VC-backed startups commit more fraud, and researchers think they know why," transparency is key. Let’s foster a supportive space—direct questions about new posts here!

Inside the London hacker house taking a stand against founder burnout
Burnout among founders is a growing concern, but one London-based collective is taking a proactive stance. Inside a unique "founder house," entrepreneurs are prioritizing work-life balance as a strategy to combat exhaustion and foster sustainable growth. This approach challenges the pervasive "hustle culture" and suggests that well-being can be a competitive advantage.
Asking about how to collaborate with professors or research labs [D]
Navigating research opportunities outside of academia while maintaining a full-time job is certainly achievable. It requires a targeted approach. Begin by identifying professors or labs whose work aligns with your interests—university websites and publications are excellent resources. A concise, personalized email outlining your experience and research goals is key. Be upfront about your availability. Finally, for those seeking collaboration, direct messaging is a viable option to explore potential projects. As Google recently demonstrated with the surprise release of Gemini 3.
Tried testing qwen 35b moe model on s26 ultra , without compromising on precision [R] ,[D]
Early testing reveals promising results for running a private Qwen 35B MoE LLM on an S26 Ultra, demonstrating a potential for approximately 90 tokens/second input processing and 8 tokens/second output generation after optimization. This achievement, realized through self-directed AI/ML exploration and leveraging available compute resources, highlights the accessibility of advanced model deployment. The author, without disclosing implementation details, is actively seeking collaborators to further test and refine this mobile runtime.