1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· Al Merose
“With my friend @realcromwellian.bsky.social’s help (and his Mac Studio), we got a 126M param NanoGPT model training in ~165s — primarily written in SQL. github.com/xqlsystems/x...”
evidence ↗
1 expert
1 community
1 sources clustered
“With my friend @realcromwellian.bsky.social’s help (and his Mac Studio), we got a 126M param NanoGPT model training in ~165s — primarily written in SQL. github.com/xqlsystems/x...”
EEF seeks AI edtech evaluator researchers
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· Ben Williamson
“"The EdTech Testbed Programme will run from 2026 to 2030... The first stage, led by a research consortium headed by Ipsos, will involve up to 75 rapid evaluations of education technology products." That's a lot of live edtech and AIed testing in schools www…”
evidence ↗
1 expert
1 community
1 sources clustered
“"The EdTech Testbed Programme will run from 2026 to 2030... The first stage, led by a research consortium headed by Ipsos, will involve up to 75 rapid evaluations of education technology products." That's a lot of live edtech and AIed testing in schools www…”
LLM agent memory evaluation paper
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· Tim Kellogg
“that was my first thought, but no. They use MemoryAgentBench as the measure, which is a memorization benchmark. So the facts are supplied and then recalled arxiv.org/abs/2507.05257”
evidence ↗
1 expert
1 community
1 sources clustered
“that was my first thought, but no. They use MemoryAgentBench as the measure, which is a memorization benchmark. So the facts are supplied and then recalled arxiv.org/abs/2507.05257”
ATLAS-Bench agentic tool benchmark
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· AI Firehose
“ATLAS-Bench enhances local area search by evaluating LLM agents' ability to meet user constraints with evidence-grounded recommendations. This framework could revolutionize everyday decision-making and improve user satisfaction with complex queries. https:/…”
evidence ↗
1 expert
1 community
1 sources clustered
“ATLAS-Bench enhances local area search by evaluating LLM agents' ability to meet user constraints with evidence-grounded recommendations. This framework could revolutionize everyday decision-making and improve user satisfaction with complex queries. https:/…”
SocialArena LLM social intelligence evaluation
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· AI Firehose
“Introducing SocialArena—a benchmark that evaluates the social intelligence of large language models. This framework assesses capabilities like role-playing and mental state reasoning, enabling LLMs to engage in real-world social interactions. https://arxiv.…”
evidence ↗
1 expert
1 community
1 sources clustered
“Introducing SocialArena—a benchmark that evaluates the social intelligence of large language models. This framework assesses capabilities like role-playing and mental state reasoning, enabling LLMs to engage in real-world social interactions. https://arxiv.…”
HERA autonomous quantum device agent paper
1 directory member surfaced this signal.
Why this matches
Research & technical analysis reaction
1 attributable expert contribution
· AI Firehose
“Introducing HERA, an agent leveraging large language models for cryogenic measurements on quantum devices, achieving expert conclusions in a blinded trial. This shows AI's potential to transform experimental science by autonomously designing measurement cam…”
evidence ↗
1 expert
1 community
1 sources clustered
“Introducing HERA, an agent leveraging large language models for cryogenic measurements on quantum devices, achieving expert conclusions in a blinded trial. This shows AI's potential to transform experimental science by autonomously designing measurement cam…”
