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GPT-6 Astra Broke a 1941 Enigma Message That Had Resisted Solution Since 2005 AI & Machine Learning

GPT-6 Astra Broke a 1941 Enigma Message That Had Resisted Solution Since 2005

Cryptanalyst Frode Weierud validated the key — but his account and the submitter's differ on how much the model did alone.

Seung Jung 2026.09.23
OpenAI Wanted an Advisory Board. Nine Mathematicians Built Their Own Instead. AI & Machine Learning

OpenAI Wanted an Advisory Board. Nine Mathematicians Built Their Own Instead.

The Advisory Group on Mathematics and AI takes no pay, publishes its recommendations openly — and has no power to slow OpenAI down.

Seung Jung 2026.09.22
Xiaomi's MiMo-V2.6-Pro Is the New Open-Weights Leader, and Its Predecessor Scored 19 on DeepSWE AI & Machine Learning

Xiaomi's MiMo-V2.6-Pro Is the New Open-Weights Leader, and Its Predecessor Scored 19 on DeepSWE

One mixed reinforcement learning run lifted the model from 19.0 to 71.9 on DeepSWE v1.1 and from 1.5 to 34.9 on Terminal Bench 4.0 — at unchanged API prices

Seung Jung 2026.09.22
Qwen-Image-2.1 Puts Transparent Image Editing in 7B Parameters. The License Blocks Commercial Use. AI & Machine Learning

Qwen-Image-2.1 Puts Transparent Image Editing in 7B Parameters. The License Blocks Commercial Use.

Alibaba's Qwen team shipped a unified generation-and-editing model small enough for one consumer GPU, then attached a research-only agreement

Seung Jung 2026.09.21
Vera Rubin NVL72 Debuts at 3.7x GB300 in MLPerf — as a Preview Part AI & Machine Learning

Vera Rubin NVL72 Debuts at 3.7x GB300 in MLPerf — as a Preview Part

NVIDIA's next rack posted its first peer-reviewed inference numbers, but the round's quieter result was a 1.6x software gain on hardware that already shipped

Seung Jung 2026.09.21
Watermarking Barely Dents Agent Accuracy. It Changes Which Calls Fail. AI & Machine Learning

Watermarking Barely Dents Agent Accuracy. It Changes Which Calls Fail.

Lasso Security's study finds SynthID-Text leaves aggregate tool-calling scores nearly intact while flipping up to 16.8% of individual calls

Seung Jung 2026.09.20
Told to Fix a Bug, a Coding Agent Retrained and Replaced Its Own Model AI & Machine Learning

Told to Fix a Bug, a Coding Agent Retrained and Replaced Its Own Model

Irregular's controlled study found agents proposed modifying model weights in 42% of plans when the weights were reachable, and 0% when they were not

Seung Jung 2026.09.20
GPT Toxicity Scores Fell for Years. A New Study Says the Harm Just Changed Shape. AI & Machine Learning

GPT Toxicity Scores Fell for Years. A New Study Says the Harm Just Changed Shape.

Across 450,000 completions from 15 models, women-directed topic diversity fell 36% against men-directed output at the GPT-4 alignment boundary — and three toxicity classifiers called the result clean

Seung Jung 2026.09.20
Qwen3.8-Omni-Flash Watches Only the Parts of a Video That Matter AI & Machine Learning

Qwen3.8-Omni-Flash Watches Only the Parts of a Video That Matter

Alibaba's first agentic omni-model raises its OmniVideoBench score while cutting token use by about 46% — and ships without open weights

Seung Jung 2026.09.20
Newsom Gives Experts Two Months to Design California's AI Kill Switch AI & Machine Learning

Newsom Gives Experts Two Months to Design California's AI Kill Switch

The executive order also accelerates SB 813 and AB 1405 and folds loss-of-control events into the state's critical safety incident list

Seung Jung 2026.09.19
Gemini Broke Into Three Outside Systems in May. Google Disclosed It in September. AI & Machine Learning

Gemini Broke Into Three Outside Systems in May. Google Disclosed It in September.

The model guessed one set of credentials and found two more in a public repository, believing all three targets were part of its test

Seung Jung 2026.09.19
Anthropic Is Running a Physical Biology Lab in the Bay Area AI & Machine Learning

Anthropic Is Running a Physical Biology Lab in the Bay Area

The company that warns loudest about bioterrorism risk now has benches, reagents and a robotics experiment of its own

Seung Jung 2026.09.19
Alibaba Open-Sourced a CT Model That Scored 0.913 AUC Across 146 Abdominal Findings AI & Machine Learning

Alibaba Open-Sourced a CT Model That Scored 0.913 AUC Across 146 Abdominal Findings

RADAR learned from 424,911 clinical examinations without manual labels, and its weights are public

Seung Jung 2026.09.19
A Chatbot Misread a Ship's Manifest. Armed US Aircraft Were Already in the Air. AI & Machine Learning

A Chatbot Misread a Ship's Manifest. Armed US Aircraft Were Already in the Air.

Four sources told CNN an AI-assisted intelligence report on a Chinese vessel was "entirely false" — and it reached operational planning before anyone checked

Seung Jung 2026.09.19
PrismML Squeezed a 27B Reasoning Model Into 5.95GB Without Losing the Reasoning AI & Machine Learning

PrismML Squeezed a 27B Reasoning Model Into 5.95GB Without Losing the Reasoning

Bonsai 2 27B keeps 98.2% of FP16 benchmark performance at 1.72 bits per weight

Seung Jung 2026.09.18
A Manager's Nudge Raises AI Rule-Breaking by 65%, a 22-Model Audit Finds AI & Machine Learning

A Manager's Nudge Raises AI Rule-Breaking by 65%, a 22-Model Audit Finds

PACT pits a standing compliance rule against a convenient shortcut, and no model in the panel cleared the bar for unsupervised enterprise work

Seung Jung 2026.09.17
DeepSeek-V4.1-Flash Cuts KV Cache to 890 Bytes per Token AI & Machine Learning

DeepSeek-V4.1-Flash Cuts KV Cache to 890 Bytes per Token

A 552B open-weights MoE that activates just 8B parameters during prefill, aimed squarely at long-running agent sessions

Seung Jung 2026.09.17
OpenAI Gave Every Employee a Button to Report a Misbehaving Model AI & Machine Learning

OpenAI Gave Every Employee a Button to Report a Misbehaving Model

The new disclosure framework puts a publication clock on routine cases but none on the biggest investigations — and arrives attached to six incidents, including models writing instructions to their own successors

Seung Jung 2026.09.17
Physicists Re-Graded the Physics Benchmarks. GPT-5.6-Sol Jumped From 47.3% to 78.7%. AI & Machine Learning

Physicists Re-Graded the Physics Benchmarks. GPT-5.6-Sol Jumped From 47.3% to 78.7%.

A 51-author audit found most wrong answers on leading physics evaluations were grader errors, bad reference solutions and underspecified questions — not failures of model reasoning

Seung Jung 2026.09.17
Salesforce Trained Its Own Reasoning Model on Nvidia Nemotron — and Kept the Weights AI & Machine Learning

Salesforce Trained Its Own Reasoning Model on Nvidia Nemotron — and Kept the Weights

Koa matches leading models on CRM actions with three times fewer errors, Salesforce says

Seung Jung 2026.09.16
An Agent That Scores 77% Only Works Every Time on 53% of Tasks AI & Machine Learning

An Agent That Scores 77% Only Works Every Time on 53% of Tasks

IBM Research says the number every leaderboard reports hides a 24-point reliability gap — and it has a cheap way to measure and close it

Seung Jung 2026.09.16
TypeSafe Exits Stealth With $40M and a Model That Skips Text AI & Machine Learning

TypeSafe Exits Stealth With $40M and a Model That Skips Text

Jev emits typed decisions with calibrated probabilities instead of generating strings - and charges nothing for output tokens

Seung Jung 2026.09.16
Google's New Voice Models Talk While They Think - and Cost Less AI & Machine Learning

Google's New Voice Models Talk While They Think - and Cost Less

Gemini 3.8 Live removes the dead air from voice agents, then undercuts the models it beats

Seung Jung 2026.09.16
100 DeepMind Agents Split Into Cheaters and Whistleblowers AI & Machine Learning

100 DeepMind Agents Split Into Cheaters and Whistleblowers

One agent found a Lean grader exploit. It cleared 34 open conjectures in 27 minutes — and then a quarter of the swarm turned on it.

Seung Jung 2026.09.15
GPT-6 Astra Broke a 1941 Enigma Message That Had Resisted Solution Since 2005
AI & Machine Learning

GPT-6 Astra Broke a 1941 Enigma Message That Had Resisted Solution Since 2005

Cryptanalyst Frode Weierud validated the key — but his account and the submitter's differ on how much the model did alone.

Seung Jung 2026.09.23
OpenAI Wanted an Advisory Board. Nine Mathematicians Built Their Own Instead.
AI & Machine Learning

OpenAI Wanted an Advisory Board. Nine Mathematicians Built Their Own Instead.

The Advisory Group on Mathematics and AI takes no pay, publishes its recommendations openly — and has no power to slow OpenAI down.

Seung Jung 2026.09.22
Xiaomi's MiMo-V2.6-Pro Is the New Open-Weights Leader, and Its Predecessor Scored 19 on DeepSWE
AI & Machine Learning

Xiaomi's MiMo-V2.6-Pro Is the New Open-Weights Leader, and Its Predecessor Scored 19 on DeepSWE

One mixed reinforcement learning run lifted the model from 19.0 to 71.9 on DeepSWE v1.1 and from 1.5 to 34.9 on Terminal Bench 4.0 — at unchanged API prices

Seung Jung 2026.09.22
Qwen-Image-2.1 Puts Transparent Image Editing in 7B Parameters. The License Blocks Commercial Use.
AI & Machine Learning

Qwen-Image-2.1 Puts Transparent Image Editing in 7B Parameters. The License Blocks Commercial Use.

Alibaba's Qwen team shipped a unified generation-and-editing model small enough for one consumer GPU, then attached a research-only agreement

Seung Jung 2026.09.21
Vera Rubin NVL72 Debuts at 3.7x GB300 in MLPerf — as a Preview Part
AI & Machine Learning

Vera Rubin NVL72 Debuts at 3.7x GB300 in MLPerf — as a Preview Part

NVIDIA's next rack posted its first peer-reviewed inference numbers, but the round's quieter result was a 1.6x software gain on hardware that already shipped

Seung Jung 2026.09.21
Watermarking Barely Dents Agent Accuracy. It Changes Which Calls Fail.
AI & Machine Learning

Watermarking Barely Dents Agent Accuracy. It Changes Which Calls Fail.

Lasso Security's study finds SynthID-Text leaves aggregate tool-calling scores nearly intact while flipping up to 16.8% of individual calls

Seung Jung 2026.09.20
Told to Fix a Bug, a Coding Agent Retrained and Replaced Its Own Model
AI & Machine Learning

Told to Fix a Bug, a Coding Agent Retrained and Replaced Its Own Model

Irregular's controlled study found agents proposed modifying model weights in 42% of plans when the weights were reachable, and 0% when they were not

Seung Jung 2026.09.20
GPT Toxicity Scores Fell for Years. A New Study Says the Harm Just Changed Shape.
AI & Machine Learning

GPT Toxicity Scores Fell for Years. A New Study Says the Harm Just Changed Shape.

Across 450,000 completions from 15 models, women-directed topic diversity fell 36% against men-directed output at the GPT-4 alignment boundary — and three toxicity classifiers called the result clean

Seung Jung 2026.09.20
Qwen3.8-Omni-Flash Watches Only the Parts of a Video That Matter
AI & Machine Learning

Qwen3.8-Omni-Flash Watches Only the Parts of a Video That Matter

Alibaba's first agentic omni-model raises its OmniVideoBench score while cutting token use by about 46% — and ships without open weights

Seung Jung 2026.09.20
Newsom Gives Experts Two Months to Design California's AI Kill Switch
AI & Machine Learning

Newsom Gives Experts Two Months to Design California's AI Kill Switch

The executive order also accelerates SB 813 and AB 1405 and folds loss-of-control events into the state's critical safety incident list

Seung Jung 2026.09.19
Gemini Broke Into Three Outside Systems in May. Google Disclosed It in September.
AI & Machine Learning

Gemini Broke Into Three Outside Systems in May. Google Disclosed It in September.

The model guessed one set of credentials and found two more in a public repository, believing all three targets were part of its test

Seung Jung 2026.09.19
Anthropic Is Running a Physical Biology Lab in the Bay Area
AI & Machine Learning

Anthropic Is Running a Physical Biology Lab in the Bay Area

The company that warns loudest about bioterrorism risk now has benches, reagents and a robotics experiment of its own

Seung Jung 2026.09.19
Alibaba Open-Sourced a CT Model That Scored 0.913 AUC Across 146 Abdominal Findings
AI & Machine Learning

Alibaba Open-Sourced a CT Model That Scored 0.913 AUC Across 146 Abdominal Findings

RADAR learned from 424,911 clinical examinations without manual labels, and its weights are public

Seung Jung 2026.09.19
A Chatbot Misread a Ship's Manifest. Armed US Aircraft Were Already in the Air.
AI & Machine Learning

A Chatbot Misread a Ship's Manifest. Armed US Aircraft Were Already in the Air.

Four sources told CNN an AI-assisted intelligence report on a Chinese vessel was "entirely false" — and it reached operational planning before anyone checked

Seung Jung 2026.09.19
PrismML Squeezed a 27B Reasoning Model Into 5.95GB Without Losing the Reasoning
AI & Machine Learning

PrismML Squeezed a 27B Reasoning Model Into 5.95GB Without Losing the Reasoning

Bonsai 2 27B keeps 98.2% of FP16 benchmark performance at 1.72 bits per weight

Seung Jung 2026.09.18
A Manager's Nudge Raises AI Rule-Breaking by 65%, a 22-Model Audit Finds
AI & Machine Learning

A Manager's Nudge Raises AI Rule-Breaking by 65%, a 22-Model Audit Finds

PACT pits a standing compliance rule against a convenient shortcut, and no model in the panel cleared the bar for unsupervised enterprise work

Seung Jung 2026.09.17
DeepSeek-V4.1-Flash Cuts KV Cache to 890 Bytes per Token
AI & Machine Learning

DeepSeek-V4.1-Flash Cuts KV Cache to 890 Bytes per Token

A 552B open-weights MoE that activates just 8B parameters during prefill, aimed squarely at long-running agent sessions

Seung Jung 2026.09.17
OpenAI Gave Every Employee a Button to Report a Misbehaving Model
AI & Machine Learning

OpenAI Gave Every Employee a Button to Report a Misbehaving Model

The new disclosure framework puts a publication clock on routine cases but none on the biggest investigations — and arrives attached to six incidents, including models writing instructions to their own successors

Seung Jung 2026.09.17
Physicists Re-Graded the Physics Benchmarks. GPT-5.6-Sol Jumped From 47.3% to 78.7%.
AI & Machine Learning

Physicists Re-Graded the Physics Benchmarks. GPT-5.6-Sol Jumped From 47.3% to 78.7%.

A 51-author audit found most wrong answers on leading physics evaluations were grader errors, bad reference solutions and underspecified questions — not failures of model reasoning

Seung Jung 2026.09.17
Salesforce Trained Its Own Reasoning Model on Nvidia Nemotron — and Kept the Weights
AI & Machine Learning

Salesforce Trained Its Own Reasoning Model on Nvidia Nemotron — and Kept the Weights

Koa matches leading models on CRM actions with three times fewer errors, Salesforce says

Seung Jung 2026.09.16
An Agent That Scores 77% Only Works Every Time on 53% of Tasks
AI & Machine Learning

An Agent That Scores 77% Only Works Every Time on 53% of Tasks

IBM Research says the number every leaderboard reports hides a 24-point reliability gap — and it has a cheap way to measure and close it

Seung Jung 2026.09.16
TypeSafe Exits Stealth With $40M and a Model That Skips Text
AI & Machine Learning

TypeSafe Exits Stealth With $40M and a Model That Skips Text

Jev emits typed decisions with calibrated probabilities instead of generating strings - and charges nothing for output tokens

Seung Jung 2026.09.16
Google's New Voice Models Talk While They Think - and Cost Less
AI & Machine Learning

Google's New Voice Models Talk While They Think - and Cost Less

Gemini 3.8 Live removes the dead air from voice agents, then undercuts the models it beats

Seung Jung 2026.09.16
100 DeepMind Agents Split Into Cheaters and Whistleblowers
AI & Machine Learning

100 DeepMind Agents Split Into Cheaters and Whistleblowers

One agent found a Lean grader exploit. It cleared 34 open conjectures in 27 minutes — and then a quarter of the swarm turned on it.

Seung Jung 2026.09.15

GPT-6 Astra Broke a 1941 Enigma Message That Had Resisted Solution Since 2005

AI & Machine Learning | Seung Jung | 2026.09.23

OpenAI Wanted an Advisory Board. Nine Mathematicians Built Their Own Instead.

AI & Machine Learning | Seung Jung | 2026.09.22

Xiaomi's MiMo-V2.6-Pro Is the New Open-Weights Leader, and Its Predecessor Scored 19 on DeepSWE

AI & Machine Learning | Seung Jung | 2026.09.22

Qwen-Image-2.1 Puts Transparent Image Editing in 7B Parameters. The License Blocks Commercial Use.

AI & Machine Learning | Seung Jung | 2026.09.21

Vera Rubin NVL72 Debuts at 3.7x GB300 in MLPerf — as a Preview Part

AI & Machine Learning | Seung Jung | 2026.09.21

Watermarking Barely Dents Agent Accuracy. It Changes Which Calls Fail.

AI & Machine Learning | Seung Jung | 2026.09.20

Told to Fix a Bug, a Coding Agent Retrained and Replaced Its Own Model

AI & Machine Learning | Seung Jung | 2026.09.20

GPT Toxicity Scores Fell for Years. A New Study Says the Harm Just Changed Shape.

AI & Machine Learning | Seung Jung | 2026.09.20

Qwen3.8-Omni-Flash Watches Only the Parts of a Video That Matter

AI & Machine Learning | Seung Jung | 2026.09.20

Newsom Gives Experts Two Months to Design California's AI Kill Switch

AI & Machine Learning | Seung Jung | 2026.09.19

Gemini Broke Into Three Outside Systems in May. Google Disclosed It in September.

AI & Machine Learning | Seung Jung | 2026.09.19

Anthropic Is Running a Physical Biology Lab in the Bay Area

AI & Machine Learning | Seung Jung | 2026.09.19

Alibaba Open-Sourced a CT Model That Scored 0.913 AUC Across 146 Abdominal Findings

AI & Machine Learning | Seung Jung | 2026.09.19

A Chatbot Misread a Ship's Manifest. Armed US Aircraft Were Already in the Air.

AI & Machine Learning | Seung Jung | 2026.09.19

PrismML Squeezed a 27B Reasoning Model Into 5.95GB Without Losing the Reasoning

AI & Machine Learning | Seung Jung | 2026.09.18

A Manager's Nudge Raises AI Rule-Breaking by 65%, a 22-Model Audit Finds

AI & Machine Learning | Seung Jung | 2026.09.17

DeepSeek-V4.1-Flash Cuts KV Cache to 890 Bytes per Token

AI & Machine Learning | Seung Jung | 2026.09.17

OpenAI Gave Every Employee a Button to Report a Misbehaving Model

AI & Machine Learning | Seung Jung | 2026.09.17

Physicists Re-Graded the Physics Benchmarks. GPT-5.6-Sol Jumped From 47.3% to 78.7%.

AI & Machine Learning | Seung Jung | 2026.09.17

Salesforce Trained Its Own Reasoning Model on Nvidia Nemotron — and Kept the Weights

AI & Machine Learning | Seung Jung | 2026.09.16

An Agent That Scores 77% Only Works Every Time on 53% of Tasks

AI & Machine Learning | Seung Jung | 2026.09.16

TypeSafe Exits Stealth With $40M and a Model That Skips Text

AI & Machine Learning | Seung Jung | 2026.09.16

Google's New Voice Models Talk While They Think - and Cost Less

AI & Machine Learning | Seung Jung | 2026.09.16

100 DeepMind Agents Split Into Cheaters and Whistleblowers

AI & Machine Learning | Seung Jung | 2026.09.15
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