
We track Product so you don't have to. Top Podcasts summarised, the latest AI tools, plus research and news in a 5 min digest.
Hey Product Fans!
Welcome to this weekโs ๐ฎ Product Tapas.
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Whatโs cooking this week? ๐ฅ
OpenAI declares "code red" whilst users defect to Gemini (being first doesn't guarantee staying first), AI shopping jumps 805% on Black Friday (conversational commerce works it seems), and HSBC projects OpenAI needs another $207B before profitability (inconvenient maths). Meanwhile, Warner Music partners with the AI platform they were suing six months ago (fastest pivot in music history).
On the menu:
๐ Not Boring โ Code red admissions, shopping goes agentic, infrastructure reality checks, the agent wave hits enterprise, hardware meets physics
โ๏ธ Productivity Tapas โ Cracked's influencer agents, Orchestra's AI workspace, WisprFlow's People's Champ win
๐ Blog Bites โ Facebook's speed culture, understanding AI Evals, cognitive diversity in teams
๐ฐ Not boring
๐ค The AI Wars
OpenAI declares "code red" - Sam Altman company-wide memo for urgent ChatGPT improvements, daily active users declined since Google Gemini launch
Gemini closing gap on ChatGPT - 64M monthly downloads (Oct) vs ChatGPT's 85M, up from 16M in August
DeepSeek-V3.2 matches GPT-5 performance across multiple benchmarks
DeepSeek-V3.2-Speciale achieves gold medal levels on International Maths Olympiad, matches Gemini-3 Pro
Anthropic CEO called to testify Dec 17 - House Homeland Security Committee following AI-orchestrated cyber-espionage campaign
Anthropic preparing for IPO - early talks with law firms, potentially one of largest tech IPOs ever
Apple AI leadership shakeup - Senior VP steps down, Amar Subramanya (ex-Google Gemini) joining as VP of AI
Runway Gen-4.5 tops leaderboard, beating Veo 3 and Sora 2 Pro for text-to-video
Oh hello, didn't we say don't discount Google ??? OpenAI's "code red" whilst users defect to Gemini proves being first doesn't guarantee staying first. Chinese models matching GPT-5 at a fraction of Western costs forces an uncomfortable question: what are we paying for? Runway beating Google and OpenAI at video proves foundation model advantages don't automatically transfer to specialised domains. Anthropic IPO prep, Apple's Gemini talent hire - the model wars are now about distribution, cost, and infrastructure control.
๐๏ธ AI Shopping Goes Mainstream
AI shopping traffic jumped 805% on Black Friday vs last year, $11.8bn in sales
AI traffic conversion rose 1,200% YoY in October, converted 16% better than traditional browsing
Amazon Rufus saw 100% daily increase in purchase sessions on Black Friday vs 20% for non-Rufus
OpenAI ChatGPT ads internally testing - leak confirmed in Android beta
Perplexity shopping + virtual try-on launched
805% jump in AI shopping traffic is mainstream consumer behaviour. AI shoppers convert 16% better - conversational commerce just won the argument. OpenAI testing ChatGPT ads shows the real money's in commerce, not subscriptions. Amazon Rufus outperforming by 5x suggests they've cracked conversational interfaces that don't annoy people.
โ๏ธ Infrastructure & The Money Reality
Amazon Trainium3 claims to cut training/operating costs by 50% vs Nvidia chips
Amazon Nova models - four new frontier models unveiled at AWS re:Invent
Amazon $50B government deal - dedicated compute infrastructure for US government
Google TPUs possibly selling to other companies including Meta
HSBC analysis estimates OpenAI won't be cash flow positive before 2030, needs another $207B
Warner Music + Suno partnership - first-of-its-kind deal with AI music platform it was previously suing
Amazon's $50B government deal whilst claiming 50% cost savings vs Nvidia is textbook platform strategy. HSBC's brutal $207B projection exposes the gap between valuations and economics. Warner partnering with Suno after suing them is the fastest "threat to partner" pivot in music history. SHIRLEY? Google possibly selling TPUs to Meta shows custom silicon's too expensive alone. Infrastructure consolidates whilst startups build on quicksand.
๐ค The Agent Wave
Department of Product - 33% of high-performing tech companies scaling AI agents (McKinsey data)
Booking.com case study on using agents in guest messaging system
Anthropic time-saving study - analysed 100K Claude conversations, 80% time savings on average, $55 in human labour saved per task
Mistral AI launches small models for devices (drones, cars, robots, phones), betting on ubiquity over scale
33% of high-performers scaling agents whilst others debate "will AI take jobs?" shows the gap continues to widen. Anthropic's 80% time savings measures task completion, not quality - convenient omission. Mistral's device-first bet is the contrarian play nobody else has courage for. Booking.com's guest messaging work is the boring enterprise case that'll scale faster than flashy demos.
๐ฆพ Hardware & The Physical World
iPhone Fold crease-free design breakthrough, rumoured Sept 2026 launch at $2,400
Alibaba Quark S1 smart glasses at $537, undercuts Meta's $799 Ray-Ban Display
Samsung Galaxy Z TriFold launching US early 2026, 10-inch display
Figure AI lawsuit - whistleblower warns robots "powerful enough to fracture human skull"
Apple's crease-free foldable at $2,400 whilst Alibaba undercuts Meta by $262 splits hardware into premium innovation vs mass-market disruption. Samsung's trifold launching US early 2026 shows foldable form factors multiplying. Figure's "skull-fracturing" lawsuit is the robotics reality check the hype needed.
๐ฑ Apps & Platform Moves
Spotify Wrapped 2025 adds first multiplayer feature with "Wrapped Party"
YouTube releases first-ever year-in-review of videos you've watched
Google Photos 2025 Recap turns to Gemini to find your highlights
Android 16 adds AI notification summaries and new customisation options
OpenAI slammed for app suggestions that looked like ads
Discord users can now buy in-game items without leaving the platform
Netflix launches mobile-friendly version of Red Dead Redemption
Healthify upgrades AI assistant Ria with real-time conversation capabilities
MKBHD's Panels app is shutting down
The year-end recap wave proves every platform's copying the same playbook - weaponised nostalgia drives engagement. Real innovation's happening at the edges: Discord monetising through embedded commerce, Netflix pivoting to mobile gaming, Healthify upgrading to real-time voice AI. MKBHD's Panels shutdown shows even 19 million YouTube subscribers doesn't guarantee app success.
Find customers on Roku this holiday season
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โ Productivity Tapas: Time-Saving Tools & Workflow Automation
Cracked: โGreatโ, or another in a long list of โhave we really come to thisโ, you decide. Social media influencer agents to grow and distribute your ads for youโฆ
Orchestra: chat-centric AI workspace to keep work context chats, channels, calls, projects, tasks, docs, and media all together
WisprFlow: amazingly I don't think I've included this in my tools so far. It's my go-to dictation tool of choice. It's also recently won the People's Champ Award from Product Hunt. If you're not using it, I have nothing to say
Remember. Product Tapas subscribers get our complete toolkit - 460+ personally tailored, time-saving tools for PMs and founders. Your shortcut to efficiency and what's hot in product management ๐ฅ
Check the link here to access.
๐ Blog Bites - Essential Reads for Product Teams

Culture: Embracing Speed and Accountability: Lessons from Facebook's Early Days
Tom takes us into the heart of Facebook's initial engineering culture, highlighting the groundbreaking approach of "Move fast and break things." He underscores the fine balance between speed and accountability, stressing that imperfection is an expected outcome of rapid innovation. Read the full article here.
๐ก "If you never break anything, youโre probably not moving fast enough."
Key Takeaways:
โข Day 1 Pacesetting: At Facebook, new hires are expected to make immediate contributions, starting with a "45 Minute Rule" to kickstart productivity. This pacesetting culture fosters an environment where employees quickly adapt and begin delivering impact early on.
โข You Are What You Celebrate: Speed is embedded in Facebook's culture via consistent recognition of initiative and risk-taking. A blameless post-mortem process encourages learning from failures, rewarding those who demonstrate the courage to innovate despite potential mistakes.
โข Focus on Fixing: The culture encourages fast fixes rather than dwelling on the issues caused by rapid change. This philosophy integrates Chaos Engineering practices, enabling the company to intentionally test its resilience through planned outages and disruptions.
โข Empowerment Through Bootcamp: Facebookโs renowned Bootcamp programme allows engineers to explore various teams before settling, ensuring each employee is not only well-versed in the codebase but also connected within the company culture. This codifies a sense of ownership and personal accountability.
AI: Understanding Evals - The New Essential Tool in AI Development
Craig Unsworth explores the rising significance of 'evals' in AI, structured assessments that critically evaluate model performance. As AI systems evolve rapidly, traditional assessments fall short; evals provide the structured measurement needed to ensure reliability and safety. Read the full article here.
๐ก "Evals are not a nice-to-have. They are a continuous discipline." This quote encapsulates the critical nature of evals in ensuring AI systems function as intended and meet expected standards.
Key Takeaways:
โข Definition of Evals: Evals are structured tests designed to measure AI model performance, thereby providing reliable metrics for improvement or identification of issues. They cover aspects like accuracy and bias, pushing beyond subjective assessments.
โข Rising Importance: The increasing speed of AI model advancements means that gut feelings are no longer sufficient. Evals bridge the gap with objective baselines that are crucial for understanding model updates.
โข Types of Evals: Evals can be broadly categorised into three types: benchmark evals for industry standards, safety and reliability evals for harmful behaviour detection, and custom evals tailored to specific industry needs, making them invaluable for product relevance.
โข Misconceptions: Many mistakenly believe evals are exclusively for engineers or optional. In reality, they are essential for anyone involved with AI products, requiring a cross-disciplinary approach for effective implementation.
Thinking: Understanding Different Cognitive Styles for Better Collaboration
John Cutler explores the inherent differences in thinking stylesโconcrete versus abstractโand how they impact collaboration. He argues that these differences should not be seen as misalignment but as unique perspectives that can enrich teamwork if understood properly. Read the full article here.
๐ก "We werenโt misaligned in intent. We just couldnโt hear each other through the noise of style." Understanding this quote reminds us that collaboration requires awareness and acceptance of differing cognitive styles for effective teamwork.
Key Takeaways:
โข Cognitive Diversity: The distinction between concrete and abstract thinkers can lead to misunderstandings. Concrete thinkers focus on tangible details while abstract thinkers reach for concepts and overall purpose, both vital for well-rounded problem solving.
โข Team Dynamics: Recognising that team members may approach tasks differently allows for better facilitation of discussions. Effective facilitators must guide participants through their comfort zones to foster creativity and input from both thinking styles.
โข Workshop Techniques: In workshops, different participation styles can affect productivity. Some may rapidly generate ideas, while others may need structured guidance to contribute effectively, creating diverse input that benefits the group.
โข Personal Experiences: The author shares a personal anecdote illustrating the clash between abstract problem formulation and concrete solution requests. This highlights the need for teams to bridge understanding gaps stemming from cognitive diversity.
๐ Pod Shots - Bitesized Podcast Summaries
Remember, we've built an ever-growing library of our top podcast summaries. Whether you need a quick refresher, want to preview an episode, or need to get up to speed fast - we've got you covered.
๐ค ๐ How To 10X Your Notes: Building Agentic Workflows with Claude Code and Obsidian
This started it all for me. McKay Wrigley's tutorial was the unlockโshowing me how Obsidian + Claude Code creates an AI system that works with you, not just for you. Ten workflows that transform simple markdown files into an autonomous research assistant. This is where my 200-hour productivity journey began.
๐ก Top tip - read the TL;DR below then shoot over to the full guide to deploy; if you really want to dig deep go straight to my my Claude Code series part 2 for even more

Mackay Wrigley, "How To 10X Your Notes: What Started My Obsidian Journey"
๐ฅ Watch the full episode here:
๐ Published: 9th July 2025
๐ Estimated Reading Time: 12 mins. Time saved: 48 mins! ๐ฅ
Key insights from the full article:
๐๏ธ Foundation matters โ Obsidian's plain markdown files + Claude Code's agentic capabilities create something fundamentally new. You own your data, AI understands it perfectly
๐ Rules file controls everything โ The CLAUDE.md file is your system prompt for ALL interactions. Set your preferences once, Claude Code respects them forever
๐ค Speech-to-text is non-negotiable โ 4X faster than typing. Ramble for 3-4 minutes, Claude Code structures it into organised notes automatically
๐ Custom commands compound โ Turn repetitive workflows into /slash-commands. Your automation library grows more valuable over time
๐ Sub-agents = parallel processing โ Spin up multiple agents to research different topics simultaneously. 3 tasks in โ the time
๐ MCP servers unlock integrations โ Connect Claude Code to Google Drive, Notion, Stripe, documentation, and custom APIs. It becomes an orchestration hub
๐ค Plan mode before execution โ Shift+Tab twice makes Claude Code plan instead of act. Review strategy before committing to complex workflows
๐ท๏ธ Automated organisation scales โ Create TAGS.md and ORGANISATION.md as source of truth. Claude Code maintains consistency across thousands of notes
โ๏ธ Cloud deployment = 24/7 work โ GitHub Actions lets Claude Code process research whilst you're away. Create issues from mobile, pull results later
๐ฏ Start with foundation, layer complexity โ Week 1: basic setup. Week 2: automation. Week 3: integrations. Week 4: advanced cloud workflows
Thatโs a wrap.
As always, the journey doesn't end here!
Please share and let us know what you would like to see more or less of so we can continue to improve your Product Tapas. ๐๐
Alastair ๐ฝ๏ธ.

