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Inkling 2 Small to release weights next week, ARC-AGI

, 8 items in CS Academics, 4 min read

In this digest (8 items)

Inkling 2 Small to release weights next week, reporting ARC-AGI-2 81.7% at $0.27 per task and ARC-AGI-1 96.5% at $0.08 per task. The model outperforms every open-weight model evaluated on both ARC-AGI-1 and ARC-AGI-2.

Key points

  • ARC-AGI-2: 81.7%, $0.27/task

  • ARC-AGI-1: 96.5%, $0.08/task

  • Full weights release planned for next week

Sources

Anthropic AECI scores grew 1.9x since Oct 2025

Anthropic’s AECI benchmark scores have increased by a factor of 1.9 since October 2025, with a 95% confidence interval of 1.5–2.8. The quoted tweet notes that benchmarks are only one piece of evidence for acceleration and that mapping scores to real-world capability is unclear.

Key points

  • AECI scores for Anthropic’s models have grown at 1.9× since Oct 2025.

  • 95% confidence interval for the growth rate is 1.5–2.8.

Sources

BioBasicsBench benchmark released with 100 wet-lab tasks

BioBasicsBench is a new benchmark that uses 100 real wet-lab tasks to test AI agents on raw data interpretation, error identification, and unsupported conclusions. It was created with Ligo, a biotech company focused on enzyme design. The benchmark aims to show where models need improvement and track gains for scientific progress, biosafety, and biosecurity.

Key points

  • BioBasicsBench draws on 100 tasks from real experiments.

  • Developed with Ligo, a biotech company focused on enzyme design.

  • Tests whether agents can interpret raw lab data, identify errors, and recognize when evidence doesn’t support a conclusion.

Sources

FMF Org framework to assess AI jailbreak severity announced

FMF Org and partner firms released a framework to identify when bypassing AI safeguards could cause serious cyber harm. Sasha Baker said the framework is an important step toward a common methodology for evaluating and comparing the severity of cyber jailbreaks.

Key points

  • Partnership with @fmf_org and its member firms on a new framework.

  • Framework evaluates severity of cyber jailbreaks, capabilities unlocked, and ease of use.

Sources

proto_ide designer IDE announced with early access signups

proto_ide is a designer’s IDE that mixes Claude Code and Cursor features with design capabilities. Early access signups are open.

Key points

  • 3/4s of designers work in coding agents rather than design tools.

  • Early access signups are open.

Sources

GoogleDeepMind Science team cryptographic advances factor 1024-bit RSA

GoogleDeepMind Science team announced AI agents achieved two cryptographic advances in weeks, including bypassing older digital signature protections and factoring legacy 1024-bit RSA keys in bulk. The results do not affect modern schemes such as RSA 2048.

Key points

  • AI agents made two significant cryptographic advances in weeks.

  • They can bypass older digital signature protections and factor legacy 1024-bit RSA keys in bulk.

Sources

Huawei AI data center Horinger capacity 7% of Colossus 2

Huawei’s AI data center in Horinger, Inner Mongolia, is one of the largest in China by AI computing capacity, with 7% of the capacity of the world’s largest AI data center, Colossus 2 in Tennessee. The capacity estimate comes from a new report using satellite imagery and public sources.

Key points

  • Huawei’s AI data center in Horinger, Inner Mongolia, is one of the largest in China by AI computing capacity.

  • It has 7% as much computing capacity as the world’s largest AI data center, Colossus 2 in Tennessee.

Sources

Holon-S1 launch discussed on Health Care Network episode

Holon-S1 is SophontAI’s new product mentioned in today’s Health Care Network episode. The segment begins at 52:30. The broadcast also references midterm impacts on healthcare and guests Tanishq Abraham and Andrew Brackin.

Key points

  • Product: Holon-S1 announced by SophontAI.

  • Episode segment start time: 52:30.

Sources