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ContentBuffer
May 21, 2026·~4 min read
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ContentBuffer

Welcome, Tech Leaders.

Google DeepMind’s CEO made a bold claim at the Google I/O keynote: AI could solve all diseases. This isn't just hype; AlphaFold has already helped researchers understand protein structures, leading to breakthroughs in malaria vaccines and Parkinson's disease research. But don’t expect miracles overnight—significant ethical, logistical, and regulatory challenges remain. It may take 20+ years for these advancements to have a meaningful impact on medical breakthroughs.

SpaceX just filed its IPO paperwork, revealing a $4.9 billion loss in 2025 despite $18 billion in revenue. This is huge news for anyone tracking Musk's tech empire. The filing shows Starlink generated over half of SpaceX’s income last year, but the AI division lost billions and accounted for 60% of capital spending. With a market cap expected to rival Nvidia's $540B, SpaceX will be one of the most valuable public companies when it lists on Nasdaq as SPCX. Let's dive deeper…

In today's ContentBuffer update:

  • Microsoft's Big Carbon Credit Move: What It Means for the Future

  • OpenAI's AI Solves Erdős Geometry Conjecture After 80 Years

  • IrisGo: The AI Desktop Assistant That Learns Your Workflow

  • Tesla Unveils FSD in Lithuania; European Expansion Aims for AI Leadership

  • 5 new AI tools & 5 new AI jobs

  • More tech news

Latest Development

Medical-research
DeepMind CEO Claims AI Will Solve All Diseases

Image source: platform.theverge.com

Summary: DeepMind CEO: 'AI will solve all diseases.' Reality check: it'll take decades and face major hurdles like ethics and regulation.

Key Points:

  • Google's AlphaFold project has helped researchers understand protein structures, key for cancer treatments (2023).

  • AlphaGenome predicts human DNA mutations, aiding in understanding disease origins (2023).

  • Gemini for Science offers experimental AI tools to encourage medical research and discovery (2023).

  • FDA drug trials, animal testing, and other processes remain crucial despite AI advancements (2023).

  • AI has been integral in reducing vaccine development timelines but faces significant hurdles (2023).

Why it matters: If you're a researcher using AlphaFold or similar tools to predict protein structures, this claim highlights both the potential and limitations of AI. While it may accelerate some aspects of medical research, ethical concerns and regulatory processes ensure that 'solving all diseases' is still decades away.

Space-tech
SpaceX Files for IPO With $4.9B Loss in 2025

Image source: techcrunch.com

Summary: SpaceX files for IPO with a $4.9 billion loss last year and $18 billion in revenue. Starlink drives half of that income, but AI division is bleeding cash. Expect volatility when SPCX starts trading.

Key Points:

  • Founded by Elon Musk in 2002, SpaceX has grown into a tech conglomerate with satellites and AI divisions.

  • Starship rocket’s 12th launch expected this week; key to SpaceX's future heavy lift capabilities.

  • SpaceX lost $4.9 billion last year on revenue of over $18 billion, with Starlink generating around $11B.

  • AI division spent about $20 billion in capital spending but only grew revenue by 22% last year.

  • The company chose the ticker 'SPCX' for its Nasdaq listing and faces legal fights over Musk's AI acquisitions.

Why it matters: SpaceX's IPO filing reveals a complex financial picture: Starlink drives massive revenue, but the AI division is hemorrhaging cash. If you're tracking SpaceX's tech investments or considering space-related startups, this shows the risks and rewards of pushing into new technologies.

Sustainability
Microsoft Buys 650K Metric Tons of Carbon Credits From BioCirc

Image source: techcrunch.com

Summary: Microsoft bought 650K metric tons of carbon removal credits from BioCirc after a reported pause in new deals. This recalibration is key as they aim to meet their 2030 carbon negative goal amid growing AI energy use.

Key Points:

  • Microsoft purchased 650,000 metric tons of carbon removal credits from startup BioCirc in May.

  • The deal comes weeks after reports surfaced that Microsoft had paused new carbon credit deals.

  • BioCirc's biogas projects generate carbon removal credits by capturing CO2 and storing it offshore.

  • Microsoft aims to be a carbon negative company by 2030, but faces challenges from increased AI energy consumption.

  • The purchase agreement suggests Microsoft is recalibrating its carbon removal program rather than abandoning it.

Why it matters: If you're tracking Microsoft's sustainability efforts or working with carbon credits, this deal matters. It signals a recalibration of their approach as they face challenges from increased AI energy consumption and the push for fossil fuel power plants.

Mathematics
OpenAI Claims AI Model Disproves Erdős Geometry Conjecture

Image source: techcrunch.com

Summary: OpenAI claims its model has solved a long-standing geometry conjecture by Paul Erdős, marking the first time AI autonomously tackled such a prominent math problem.

Key Points:

  • Erdős posed his conjecture in 1946, challenging mathematicians for nearly eight decades.

  • This is OpenAI's second attempt at solving Erdős problems; previous claims were criticized and retracted.

  • The new proof was published alongside remarks from supportive mathematicians validating the model's work.

  • OpenAI’s model discovered a new family of constructions that outperforms traditional square grid solutions.

  • The AI system demonstrated its ability to hold long chains of reasoning, connecting ideas across various fields.

Why it matters: If verified, this breakthrough means mathematicians can rely on AI for complex proofs. The proof's discovery challenges existing beliefs and opens new avenues in mathematics, potentially leading to advances in physics, engineering, and medicine.

Automation
IrisGo Launches AI Desktop Companion for Proactive Automation

Image source: techcrunch.com

Summary: IrisGo launches an AI desktop companion that automates tasks without explicit instructions, backed by Andrew Ng's AI Fund. Developers and knowledge workers should pay attention for workflow automation.

Key Points:

  • IrisGo received $2.8 million in seed funding from Andrew Ng's AI Fund earlier this year.

  • The app learns to place coffee orders online after observing a user’s actions, automating future tasks.

  • IrisGo includes a built-in 'skills' library with over 50 automated workflows for various tasks.

  • Beta versions of IrisGo's macOS and Windows apps are now available for download.

  • Acer has agreed to preinstall the app on new devices, setting the stage for broader adoption.

Why it matters: If you're a developer or knowledge worker dealing with repetitive tasks, IrisGo could streamline your workflow. The application learns from user behavior and automates tasks like email drafting and invoice processing. With support from Andrew Ng's AI Fund, IrisGo aims to make desktop automation accessible for everyone.

Autonomous-vehicles
Tesla's FSD Now Live in Lithuania

Image source: techcrunch.com

Summary: Tesla launches FSD in Lithuania, the second European country after the Netherlands, pushing towards its AI leadership goals. This move is critical for Elon Musk’s $1T pay package targets.

Key Points:

  • FSD now available in Lithuania, making it the second European country to approve its use; first was the Netherlands

  • Tesla aims for 10 million active FSD subscriptions by 2035 as part of CEO Elon Musk's $1 trillion pay package

  • Nearly 1.3 million paying FSD customers globally since its beta launch in late 2020

  • FSD is also available in Australia, Canada, China, Mexico, New Zealand, Puerto Rico, South Korea, and the US

  • Regulatory scrutiny slowed European rollout; Greece and Belgium expected to authorize soon

Why it matters: Tesla's FSD expansion into Lithuania marks a significant step towards achieving Musk’s ambitious targets. With nearly 1.3 million paying customers globally, this move positions Tesla as an AI leader in Europe, crucial for hitting the 2035 subscription goal tied to his $1 trillion pay package.

New Tools & Job

  • Hiro Agentic Security - Hiro is your agentic security team — scan, fix, triage, and turn every fix into SOC 2 evidence. Built for the Claude Code stack, it works from first commit to audit. Hiro is the autonomous security team for fast-moving companies, built by former SRE leaders at Samsara who spent years doing this work manually. Y Combinator-backed.

  • Thinnest AI - ThinnestAI is BYOK programmable voice AI infrastructure for building human-like AI phone agents at scale. Built in India for global teams, it supports 100+ languages (every official Indian language plus global) with native STT + TTS pipelines per language — not English-with-translation. Bring your own LLM, STT, TTS, and telephony providers. No-code flow builder with RAG knowledge bases and MCP support. Flat ₹1.5/min platform fee with INR billing, native SIP and Twilio integration, REST + Python + JS SDKs. Targeted at Indian banks, NBFCs, insurers, BPOs, edtech, healthtech, D2C, and logistics companies.

  • Trainer - Trainer lets you train AI agents by simply recording a task once — no prompts, no labeled data. It captures every click, keystroke, and intent as you work, then turns that workflow into a reusable agent that can repeat the process reliably. Trainer doesn't rely on fixed coordinates or pixel positions; it builds a semantic understanding of the UI (what the element is, surrounding context, labels, and the intent behind the action) so the agent can still find the right element when buttons move or layouts shift. Works at the level of intent, not rigid steps, so it can adapt when small variations appear in the flow.

  • Multi-Claude - Multi-Claude lets you run multiple Claude Desktop accounts side by side on one Mac. Each account is a real dock app with its own icon, history, and login. It detects your existing Claude install and offers to import your history into a named profile, keeping the original as backup. Profiles live entirely on your Mac — no accounts to create, no data sent anywhere. Name each profile (Work, Personal, Side project), pick a color, and switch between them with Cmd-Tab like any other app. Multi-Claude is a thin wrapper that launches the real Claude app with a different data directory.

  • Owlish - Owlish turns your knowledge base into AI customer support agents that answer questions, take support actions, and hand off to your team across web, Slack, Teams, and more. Train it on your website, help center, PDFs, DOCX, Markdown, or resolved tickets — Owlish only answers from the sources you've ingested and every reply cites the exact passages it drew from. If the answer isn't in your knowledge base, it says so and offers a handoff instead of guessing. Most teams go from zero to a live, grounded agent in under ten minutes.

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