Impactio Meridian · a Magellan Global brand

The people behind the papers.

Long-form conversations with the authors of the year’s leading AI conference papers, from ICLR, ICML and NeurIPS to ACL, EMNLP and CVPR. Recorded in Singapore. Every claim linked to the paper.

The first authorThe person who ran the experiments is the guest
Never paid to appearSponsors have no say in who or what
View · finding · interpretationLabelled, in every transcript
JANFEBMARAPRMAYJUNJULAUGSEPOCTNOVDECICLRICMLACLSIGIRNeurIPSEMNLPNAACLCVPRICCV / ECCVCOLMAAAIIJCAIKDD SingaporeRECORDED HERE
The research year. Venues sit at their usual month; a ring marks those recently held in Singapore. Months vary by edition.

Season one: twelve themes, twelve authors

Each episode takes one theme from this year’s programme and one author whose paper moved it. Guests are announced when the episode is released, never before they have agreed in writing.

01ICLR · NeurIPS

How models learn to reason

What actually changes inside a model trained to think step by step, and what the evaluations miss.

Guest announced on release
02SIGIR · ACL

Retrieval, memory and long context

When a model should look something up, when it should remember, and why long context did not end retrieval.

Guest announced on release
03ACL · EMNLP

Language models for Asian languages

Tokenisation, data and evaluation for Japanese, Chinese, Korean, Thai, Bahasa and the languages between them.

Guest announced on release
04ICML · COLM

Agents that use tools

Planning, tool use and recovery from error, and how to tell an agent benchmark from a demo.

Guest announced on release
05NeurIPS D&B · EMNLP

The science of evaluation

Contamination, judges that are models, and what a benchmark is for once models saturate it.

Guest announced on release
06ICML · MLSys

Training and serving efficiently

Quantisation, distillation, mixture-of-experts and the economics that decide which ideas ship.

Guest announced on release

All twelve themes

What the author thinks, what the paper shows, what we think

Most interviews blur the three. We label them. Pro transcripts tag every substantive line, link findings to the table or section that supports them, and keep our own reading apart.

Editorial standards

Transcript · annotatedIllustrative excerpt, not a real interview
12:40

We expected the smaller model to collapse on the longer problems. It didn't, and that is the part I still find surprising.

Author's view
12:58

On the held-out set, the method improves accuracy over the strongest baseline in four of the five task families; the fifth is within noise.

Paper finding · Table 2, §4.1
13:31

If that holds at larger scale, it would make the technique cheap enough for most teams to try. The paper does not test that.

Meridian interpretation
13:50

Reviewer two asked whether the gains came from the data rather than the method. That was the right question.

Author's view
14:12

The ablation that trains on the same data without the method recovers less than half of the gain.

Paper finding · Table 4, §5
Singapore Sessions

Come to Singapore and tell us how you did it.

Each month we invite a small number of authors to Singapore: a long-form recording in the studio, a fifteen-minute Brief with your figures, and, if you want, a public seminar at MTRI’s Singapore office in One-north. We cover return travel and up to three nights. We never pay appearance fees, and no one pays to appear.

How Singapore Sessions work

  • Singapore hosted ICLR in 2025 and AAAI in 2026
  • Magellan Global’s headquarters and MTRI’s Singapore office are here
  • A short flight from most of Asia’s research labs
  • Recording, seminar and a day to see the city

How guests are chosen

Selection is editorial and never for sale. Public signals narrow the field; researchers read the papers; editors choose.

Accepted papersEvery paper at the main tracks of the venues we cover, from the official proceedings.
Public signalsOrals, spotlights and awards; released code and data; follow-on work.
Read by researchersMTRI and Impactio researchers read the shortlist for substance, not fame.
Chosen by editorsBalanced across topics, regions, institutions and career stages.
InvitedThe first author first. Consent in writing before anything is announced.

The selection method For authors

For teams who need to keep up

Meridian Pro adds annotated transcripts, the Briefs library, Venue Reports before and after each major conference, and the Author Map: who is working on what. The Research Desk brings the editors to your team each quarter.

Meridian Pro Partner with Meridian

Three rules that do not bend

  1. No one pays to appear, and sponsors never choose guests, questions or edits.
  2. Every sponsored or commissioned piece is labelled where it appears.
  3. An interview is not an endorsement; views, findings and interpretation are labelled.

Questions

What is Impactio Meridian?

A Magellan Global brand that interviews the authors of top AI conference papers, at ICLR, ICML, NeurIPS, ACL, EMNLP, CVPR and other venues, in long-form conversations, short paper briefs and a weekly newsletter. It begins as an Impactio initiative, with research support from MTRI.

Who are the guests?

Authors of papers accepted at the leading AI conferences, chosen by the editors for the substance of the work. Selection uses public signals (orals, spotlights, awards, released code and data) and a reading by researchers; it is never for sale.

Where is it recorded?

In Singapore, where Magellan Global is headquartered and where MTRI has an office at One-north, and at the major conferences. Some conversations are recorded remotely.

Is an interview an endorsement?

No. An appearance on Meridian is not an academic endorsement of the paper, the author or their institution. We separate what the author says, what the paper shows and what we think, and label each.

How does Meridian make money?

Disclosed sponsorship, Meridian Pro subscriptions and the Research Desk for teams, live events and licensing. None of these buys an appearance or editorial input.

A Magellan Global brand

Impactio, MTRI and Magellan Global

Meridian begins as an Impactio initiative. Impactio helps researchers show the impact of their work; Meridian gives that work a wider audience. MTRI, the group’s research institute in Tokyo and Singapore, reads the papers with us and keeps the questions technical. Magellan Global, headquartered in Singapore, is the group behind both.

magellanglobal.com · About Meridian · Related-party disclosures

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