AI Entrepreneur · Bangkok

I build AI.
I write about it.
I help others ship it.

Founder shipping BellRise. Writing weekly on agentic systems. Advising teams from startup to Fortune-500.

8.5 · Researchers published in Nature Biotechnology a… / 8.0 · A Nature study found that SARS-CoV-2 mRNA… / 8.0 · Anthropic has released Claude Opus 4.8, the… / 8.0 · NewLimit, the epigenetic reprogramming biotech… / 7.8 · Thailand finalized regulatory rules for Bitcoin… / 7.8 · Scientists are deploying AI systems that… / 8.0 · NIH-funded researchers developed a miniaturized… / 8.0 · A Nature study found that SARS-CoV-2 mRNA… / 8.3 · China has blocked Meta's $2 billion acquisition… / 7.8 · Anthropic's internal data shows Claude is… / 7.8 · Researchers at ETH Zurich generated… / 7.8 · A Nature study found that SARS-CoV-2 mRNA… / 8.5 · Researchers published in Nature Biotechnology a… / 8.0 · A Nature study found that SARS-CoV-2 mRNA… / 8.0 · Anthropic has released Claude Opus 4.8, the… / 8.0 · NewLimit, the epigenetic reprogramming biotech… / 7.8 · Thailand finalized regulatory rules for Bitcoin… / 7.8 · Scientists are deploying AI systems that… / 8.0 · NIH-funded researchers developed a miniaturized… / 8.0 · A Nature study found that SARS-CoV-2 mRNA… / 8.3 · China has blocked Meta's $2 billion acquisition… / 7.8 · Anthropic's internal data shows Claude is… / 7.8 · Researchers at ETH Zurich generated… / 7.8 · A Nature study found that SARS-CoV-2 mRNA… /
Build

Production AI systems

Multi-agent networks, video automation pipelines, OSINT tooling — the systems behind BellRise and @belllikesreview.

Write

Weekly on agentic systems

Essays and films unpacking how the agents I run actually work — and where they break.

Advise

For teams shipping AI

From founders sketching their first agent to enterprise teams deploying internal copilots.

01 · Intelligence Feed

AI & semiconductor intelligence, scored as it breaks.

A pre-publication signal radar. Each brief is sourced and scored on four axes before it ever becomes a video.

Produced by the same multi-agent OSINT engine sold as BellRise. This feed isn't a mockup — it's real output from the product. I'm customer #1.

9.0 /10
Jun 4

Anthropic has officially launched Claude Opus 4.8, the latest version of its flagship AI model, announced directly on the Anthropic website.

Bell's entire content pipeline runs on Claude, so a new flagship release is not abstract news — it directly upgrades the tools she demonstrates and teaches her audience to use.

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8.8 /10
Jun 4

A Nature study found that SARS-CoV-2 mRNA vaccines sensitize tumors to immune checkpoint therapy, suggesting the COVID vaccine platform could be repurposed to improve cancer treatment outcomes.

If mRNA vaccine technology can prime tumors for immune attack, it transforms a pandemic-era tool into a broad oncology platform — completely reframing the long-term value of the en…

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8.5 /10
Jun 5

Anthropic has officially launched Claude Opus 4.8, its newest flagship model, announced on the official Anthropic newsroom.

Every builder whose workflow runs on Claude needs to know what actually changed — not marketing language, but what breaks, what improves, and what new things are now possible.

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8.3 /10
Jun 6

A Nature-published study finds that SARS-CoV-2 mRNA vaccines can sensitize tumours to immune-mediated destruction, revealing an unexpected anti-cancer effect from widely-deployed COVID vaccines.

If mRNA vaccination leaves a durable immune-priming effect that recognises and attacks cancer cells, it reframes billions of COVID doses as an unintended oncology intervention and …

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9.3 /10
May 30

OpenAI officially launched GPT-5, its next-generation flagship language model, announced directly on openai.com.

Every AI product on the market is benchmarked against OpenAI's frontier model, so GPT-5's capability and pricing floor resets the competitive race overnight.

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8.0 /10
Jun 6

A Nature study finds that SARS-CoV-2 mRNA vaccines prime tumour cells to become more visible to immune checkpoint blockade therapies, potentially boosting existing cancer immunotherapy efficacy.

COVID vaccine tech was built to fight a virus, but it may have quietly handed oncologists a new lever — this is the kind of accidental discovery that reshapes a whole treatment cat…

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8.0 /10
Jun 6

Anthropic has officially introduced Claude Opus 4.8, the newest top-tier model in its Claude 4.x series, available via API and claude.com.

Every Opus generation shifts what AI builders can actually ship in production — Bell's audience of builders and creators needs to know what just changed in the tools they use daily…

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8.0 /10
Jun 5

A Nature study found that SARS-CoV-2 mRNA vaccines sensitize tumor cells to immune-mediated killing, revealing an unexpected anti-cancer mechanism in widely-administered vaccines.

Billions of people received mRNA COVID vaccines — if this priming effect also activates anti-tumor immunity, it reframes mRNA as a platform technology with implications far beyond …

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8.0 /10
Jun 5

NIH-funded researchers have engineered a miniaturized CRISPR system designed to improve precision delivery into target cells for gene-editing therapies.

Smaller CRISPR packages are the main bottleneck slowing gene therapy from lab to clinic — cracking delivery unlocks a pipeline of treatments already proven in mice.

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Showing top 9 of 204 signals · scored by the BellRise engine

Want a feed like this on your topics?

This feed is BellRise — my own intelligence engine, running live on this page. It can run on your markets, your industry, your competitors.

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02 · Writing & Film

Notes from inside the systems I build.

Published as @belllikesreview — the architecture, the trade-offs, and the bills.

The Reading List → all 209 reads

03 · What I've shipped

Production systems, not slideware.

Two of these run every day; the third shipped end-to-end. None of them is a prototype.

04 · Services

Start with one problem.

Most engagements begin with a single 30-minute session. The build and advisory work grows from there.

An agent system, scoped and shipped

Multi-agent systems, internal copilots, content pipelines. I scope, build, and hand off — or stay on as fractional AI lead.

Start a conversation →

Speaking & workshops

Keynotes and team sessions on agentic systems, AI for media, and shipping AI products as a solo founder.

Inquire about a talk →

Online course

"Build your first AI agent" — a six-module program for founders and operators. Join the waitlist — opens when it's ready.

Join the waitlist →

Content collaboration

Brand features on @belllikesreview — daily Thai-language AI news on TikTok. Educational, on-brand, with measurable reach.

Request a brief →

Proof of work — check everything yourself

Membership

The members' lounge is opening soon.

Channel members get what never reaches social media: early access to the content pipeline, full deep-dive reads, tools & downloads, and extra podcast episodes.

Follow @belllikesreview → Launch will be announced on the channel first

Sample signals from the feed

8.0

Stanford researchers achieved a quantum computing breakthrough using twisted materials (likely moiré-structured bilayer systems) to improve qubit stability, published May 2026 via ScienceDaily.

8.0

Anthropic's official platform changelog for Claude Opus 4.8 lists the specific capability updates and feature changes available to developers.

8.0

NewLimit, the longevity biotech co-founded by Coinbase CEO Brian Armstrong, has closed a $435M Series C led by Founders Fund with participation from Thrive Capital, Greenoaks, Quiet Capital, and Eli Lilly Ventures.

Get in touch

Let's figure out if we should work together.

Tell me what you're building, automating, or stuck on.

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Working on something serious?

Agent systems, AI content pipelines, intelligence workflows — tell me what you're trying to ship and I'll tell you honestly if I can help.

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