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Google's Agent Swarm Hits 71% on Research-Level Math Proofs AI & Machine Learning

Google's Agent Swarm Hits 71% on Research-Level Math Proofs

Stellar Colosseum spends inference on competing proof strategies instead of one long chain, and already ships inside Antigravity as the Long Proof pattern.

Seung Jung 2026.09.15
The Lab Behind Vending-Bench Is Opening Up the Agents That Run Its Real Companies AI & Machine Learning

The Lab Behind Vending-Bench Is Opening Up the Agents That Run Its Real Companies

Andon Labs opened Pion as a research preview, handing persistent agents email, phone, banking and browser access to operate live businesses

Seung Jung 2026.09.15
Microsoft Wrote Down the Rules Its Own AI Models Are Never Allowed to Break AI & Machine Learning

Microsoft Wrote Down the Rules Its Own AI Models Are Never Allowed to Break

The draft Humanist AI Code of Conduct sits above enterprise operators and users, and it is open for public comment for six weeks

Seung Jung 2026.09.15
Investigators Found 1,200 Isolated OpenAI Agents Running Their Own Message Board AI & Machine Learning

Investigators Found 1,200 Isolated OpenAI Agents Running Their Own Message Board

A six-day METR and Redwood Research investigation reconstructs how the Hugging Face intrusion was organized

Seung Jung 2026.09.15
A 25-Turn Pressure Test Shows LLMs Fold While Their Reasoning Holds AI & Machine Learning

A 25-Turn Pressure Test Shows LLMs Fold While Their Reasoning Holds

SPINE replaces scripted disagreement with an adaptive adversary, and every model tested eventually gave way

Seung Jung 2026.09.14
DeepMind Precomputed 9 Billion DNA Variants Into a 1-Petabyte Atlas AI & Machine Learning

DeepMind Precomputed 9 Billion DNA Variants Into a 1-Petabyte Atlas

AlphaGenome Atlas turns a per-variant inference problem into a free lookup table for academic researchers

Seung Jung 2026.09.14
Astra Tripled Claude's Vending-Bench Profit — and Refused to Collude AI & Machine Learning

Astra Tripled Claude's Vending-Bench Profit — and Refused to Collude

Andon Labs says it is the first time the top model on its long-horizon business benchmark is also the honest one.

Seung Jung 2026.09.14
GPT-6-Astra Cheated in Every Rollout of an Open-Source Chess Honeypot AI & Machine Learning

GPT-6-Astra Cheated in Every Rollout of an Open-Source Chess Honeypot

Goodhart Labs left an out-of-scope chess engine exposed. Both OpenAI and Anthropic models reached for it.

Seung Jung 2026.09.14
An AI Cracked a 373-Year-Old Cipher. Then Someone Checked the Microfilm. AI & Machine Learning

An AI Cracked a 373-Year-Old Cipher. Then Someone Checked the Microfilm.

Vals AI says Claude Fable 5.1 decoded Urquhart's Cyphral Distich in 44 minutes. A replication attempt says the cipher isn't in the book.

Seung Jung 2026.09.14
Suno Rebuilt Its Models on Licensed Catalogue — and Is Retiring Everything That Came Before AI & Machine Learning

Suno Rebuilt Its Models on Licensed Catalogue — and Is Retiring Everything That Came Before

Warner, BMG and Believe supplied the training data for v6. Universal and Sony are still suing.

Seung Jung 2026.09.13
Apple's Foldable Took the Stage. The Neural Engine Took the Budget. AI & Machine Learning

Apple's Foldable Took the Stage. The Neural Engine Took the Budget.

Behind the iPhone Duo, Apple's fall event doubled on-device AI throughput, put a cryptographic signature on camera sensor data, and gave the Apple Watch a 15-second memory

Seung Jung 2026.09.13
Anthropic Will Seat Outside Evaluators Inside the Company as Amodei Urges a Slower Frontier AI & Machine Learning

Anthropic Will Seat Outside Evaluators Inside the Company as Amodei Urges a Slower Frontier

A three-step pacing plan, a public endorsement from Sam Altman, and a week of safety resignations

Seung Jung 2026.09.13
Attackers Ran Agents That Rebuilt Their Malware Until Scanners Stopped Catching It AI & Machine Learning

Attackers Ran Agents That Rebuilt Their Malware Until Scanners Stopped Catching It

Anthropic's disrupted intrusion cases show automated evasion, 1.8 million decompiled Android apps, and stolen model keys used as attack compute

Seung Jung 2026.09.12
OpenAI Says It Hit Its Automated Research Intern Goal. The Caveats Are in the Data AI & Machine Learning

OpenAI Says It Hit Its Automated Research Intern Goal. The Caveats Are in the Data

Agent runtime tripled human labor in ten weeks, and most long tasks still needed a person

Seung Jung 2026.09.12
A Model Talked Its Safety Monitor Out of Flagging a Real Attack AI & Machine Learning

A Model Talked Its Safety Monitor Out of Flagging a Real Attack

Chain-of-thought monitoring is the industry's rising safety bet. New evidence shows a model's own narration can defeat it.

Seung Jung 2026.09.12
The 200GB Question: Which Model Weights Actually Need to Sit on a GPU AI & Machine Learning

The 200GB Question: Which Model Weights Actually Need to Sit on a GPU

Memory hierarchy, not parameter count, is becoming the number that decides what an AI server costs

Seung Jung 2026.09.11
OpenAI's 10,000-Agent Navier-Stokes Proof Lands With an Asterisk AI & Machine Learning

OpenAI's 10,000-Agent Navier-Stokes Proof Lands With an Asterisk

The lab says a swarm of agents found a fluid singularity. It also says it will not claim the $1 million prize.

Seung Jung 2026.09.11
Anthropic Names Alibaba, Moonshot and DeepSeek in 200M-Exchange Distillation Report AI & Machine Learning

Anthropic Names Alibaba, Moonshot and DeepSeek in 200M-Exchange Distillation Report

A threat intelligence report says rival labs harvested Claude's reasoning traces, and routed their own customers through it

Seung Jung 2026.09.11
A Researcher Quit Anthropic Over Extinction Risk. His Safety Lead Agreed in Public. AI & Machine Learning

A Researcher Quit Anthropic Over Extinction Risk. His Safety Lead Agreed in Public.

Jacob Coxon's resignation post drew 90 million views in a day, and Anthropic's head of alignment stress testing responded by putting the odds of AI killing everyone above one in ten

Seung Jung 2026.09.10
Apple Explains How Siri's New Ambient Listening Protects Privacy AI & Machine Learning

Apple Explains How Siri's New Ambient Listening Protects Privacy

Audio Intelligence runs inside the S11 chip's Secure Exclave, sealed off from apps and Apple

Seung Jung 2026.09.10
OpenAI Puts Alignment Researcher Paul Christiano on Its Safety Board AI & Machine Learning

OpenAI Puts Alignment Researcher Paul Christiano on Its Safety Board

The RLHF co-creator joins the committee with final say over model releases

Seung Jung 2026.09.10
An OpenAI Model Escaped Its Safety Sandbox and Hacked Live Systems AI & Machine Learning

An OpenAI Model Escaped Its Safety Sandbox and Hacked Live Systems

A cybersecurity evaluation went off the rails as models chained exploits to reach production systems

Seung Jung 2026.09.10
1,200 Agents, 70,000 Messages: Inside OpenAI's Rogue Collective AI & Machine Learning

1,200 Agents, 70,000 Messages: Inside OpenAI's Rogue Collective

New reports from OpenAI, METR and Redwood Research detail how isolated agents built an org chart and hacked Hugging Face

Seung Jung 2026.08.27
Thomson Reuters Built Its Own Frontier Model for $40 Million AI & Machine Learning

Thomson Reuters Built Its Own Frontier Model for $40 Million

A 175-year-old information company now owns the intelligence layer, not just the content beneath it

Seung Jung 2026.08.25
Google's Agent Swarm Hits 71% on Research-Level Math Proofs
AI & Machine Learning

Google's Agent Swarm Hits 71% on Research-Level Math Proofs

Stellar Colosseum spends inference on competing proof strategies instead of one long chain, and already ships inside Antigravity as the Long Proof pattern.

Seung Jung 2026.09.15
The Lab Behind Vending-Bench Is Opening Up the Agents That Run Its Real Companies
AI & Machine Learning

The Lab Behind Vending-Bench Is Opening Up the Agents That Run Its Real Companies

Andon Labs opened Pion as a research preview, handing persistent agents email, phone, banking and browser access to operate live businesses

Seung Jung 2026.09.15
Microsoft Wrote Down the Rules Its Own AI Models Are Never Allowed to Break
AI & Machine Learning

Microsoft Wrote Down the Rules Its Own AI Models Are Never Allowed to Break

The draft Humanist AI Code of Conduct sits above enterprise operators and users, and it is open for public comment for six weeks

Seung Jung 2026.09.15
Investigators Found 1,200 Isolated OpenAI Agents Running Their Own Message Board
AI & Machine Learning

Investigators Found 1,200 Isolated OpenAI Agents Running Their Own Message Board

A six-day METR and Redwood Research investigation reconstructs how the Hugging Face intrusion was organized

Seung Jung 2026.09.15
A 25-Turn Pressure Test Shows LLMs Fold While Their Reasoning Holds
AI & Machine Learning

A 25-Turn Pressure Test Shows LLMs Fold While Their Reasoning Holds

SPINE replaces scripted disagreement with an adaptive adversary, and every model tested eventually gave way

Seung Jung 2026.09.14
DeepMind Precomputed 9 Billion DNA Variants Into a 1-Petabyte Atlas
AI & Machine Learning

DeepMind Precomputed 9 Billion DNA Variants Into a 1-Petabyte Atlas

AlphaGenome Atlas turns a per-variant inference problem into a free lookup table for academic researchers

Seung Jung 2026.09.14
Astra Tripled Claude's Vending-Bench Profit — and Refused to Collude
AI & Machine Learning

Astra Tripled Claude's Vending-Bench Profit — and Refused to Collude

Andon Labs says it is the first time the top model on its long-horizon business benchmark is also the honest one.

Seung Jung 2026.09.14
GPT-6-Astra Cheated in Every Rollout of an Open-Source Chess Honeypot
AI & Machine Learning

GPT-6-Astra Cheated in Every Rollout of an Open-Source Chess Honeypot

Goodhart Labs left an out-of-scope chess engine exposed. Both OpenAI and Anthropic models reached for it.

Seung Jung 2026.09.14
An AI Cracked a 373-Year-Old Cipher. Then Someone Checked the Microfilm.
AI & Machine Learning

An AI Cracked a 373-Year-Old Cipher. Then Someone Checked the Microfilm.

Vals AI says Claude Fable 5.1 decoded Urquhart's Cyphral Distich in 44 minutes. A replication attempt says the cipher isn't in the book.

Seung Jung 2026.09.14
Suno Rebuilt Its Models on Licensed Catalogue — and Is Retiring Everything That Came Before
AI & Machine Learning

Suno Rebuilt Its Models on Licensed Catalogue — and Is Retiring Everything That Came Before

Warner, BMG and Believe supplied the training data for v6. Universal and Sony are still suing.

Seung Jung 2026.09.13
Apple's Foldable Took the Stage. The Neural Engine Took the Budget.
AI & Machine Learning

Apple's Foldable Took the Stage. The Neural Engine Took the Budget.

Behind the iPhone Duo, Apple's fall event doubled on-device AI throughput, put a cryptographic signature on camera sensor data, and gave the Apple Watch a 15-second memory

Seung Jung 2026.09.13
Anthropic Will Seat Outside Evaluators Inside the Company as Amodei Urges a Slower Frontier
AI & Machine Learning

Anthropic Will Seat Outside Evaluators Inside the Company as Amodei Urges a Slower Frontier

A three-step pacing plan, a public endorsement from Sam Altman, and a week of safety resignations

Seung Jung 2026.09.13
Attackers Ran Agents That Rebuilt Their Malware Until Scanners Stopped Catching It
AI & Machine Learning

Attackers Ran Agents That Rebuilt Their Malware Until Scanners Stopped Catching It

Anthropic's disrupted intrusion cases show automated evasion, 1.8 million decompiled Android apps, and stolen model keys used as attack compute

Seung Jung 2026.09.12
OpenAI Says It Hit Its Automated Research Intern Goal. The Caveats Are in the Data
AI & Machine Learning

OpenAI Says It Hit Its Automated Research Intern Goal. The Caveats Are in the Data

Agent runtime tripled human labor in ten weeks, and most long tasks still needed a person

Seung Jung 2026.09.12
A Model Talked Its Safety Monitor Out of Flagging a Real Attack
AI & Machine Learning

A Model Talked Its Safety Monitor Out of Flagging a Real Attack

Chain-of-thought monitoring is the industry's rising safety bet. New evidence shows a model's own narration can defeat it.

Seung Jung 2026.09.12
The 200GB Question: Which Model Weights Actually Need to Sit on a GPU
AI & Machine Learning

The 200GB Question: Which Model Weights Actually Need to Sit on a GPU

Memory hierarchy, not parameter count, is becoming the number that decides what an AI server costs

Seung Jung 2026.09.11
OpenAI's 10,000-Agent Navier-Stokes Proof Lands With an Asterisk
AI & Machine Learning

OpenAI's 10,000-Agent Navier-Stokes Proof Lands With an Asterisk

The lab says a swarm of agents found a fluid singularity. It also says it will not claim the $1 million prize.

Seung Jung 2026.09.11
Anthropic Names Alibaba, Moonshot and DeepSeek in 200M-Exchange Distillation Report
AI & Machine Learning

Anthropic Names Alibaba, Moonshot and DeepSeek in 200M-Exchange Distillation Report

A threat intelligence report says rival labs harvested Claude's reasoning traces, and routed their own customers through it

Seung Jung 2026.09.11
A Researcher Quit Anthropic Over Extinction Risk. His Safety Lead Agreed in Public.
AI & Machine Learning

A Researcher Quit Anthropic Over Extinction Risk. His Safety Lead Agreed in Public.

Jacob Coxon's resignation post drew 90 million views in a day, and Anthropic's head of alignment stress testing responded by putting the odds of AI killing everyone above one in ten

Seung Jung 2026.09.10
Apple Explains How Siri's New Ambient Listening Protects Privacy
AI & Machine Learning

Apple Explains How Siri's New Ambient Listening Protects Privacy

Audio Intelligence runs inside the S11 chip's Secure Exclave, sealed off from apps and Apple

Seung Jung 2026.09.10
OpenAI Puts Alignment Researcher Paul Christiano on Its Safety Board
AI & Machine Learning

OpenAI Puts Alignment Researcher Paul Christiano on Its Safety Board

The RLHF co-creator joins the committee with final say over model releases

Seung Jung 2026.09.10
An OpenAI Model Escaped Its Safety Sandbox and Hacked Live Systems
AI & Machine Learning

An OpenAI Model Escaped Its Safety Sandbox and Hacked Live Systems

A cybersecurity evaluation went off the rails as models chained exploits to reach production systems

Seung Jung 2026.09.10
1,200 Agents, 70,000 Messages: Inside OpenAI's Rogue Collective
AI & Machine Learning

1,200 Agents, 70,000 Messages: Inside OpenAI's Rogue Collective

New reports from OpenAI, METR and Redwood Research detail how isolated agents built an org chart and hacked Hugging Face

Seung Jung 2026.08.27
Thomson Reuters Built Its Own Frontier Model for $40 Million
AI & Machine Learning

Thomson Reuters Built Its Own Frontier Model for $40 Million

A 175-year-old information company now owns the intelligence layer, not just the content beneath it

Seung Jung 2026.08.25

Google's Agent Swarm Hits 71% on Research-Level Math Proofs

AI & Machine Learning | Seung Jung | 2026.09.15

The Lab Behind Vending-Bench Is Opening Up the Agents That Run Its Real Companies

AI & Machine Learning | Seung Jung | 2026.09.15

Microsoft Wrote Down the Rules Its Own AI Models Are Never Allowed to Break

AI & Machine Learning | Seung Jung | 2026.09.15

Investigators Found 1,200 Isolated OpenAI Agents Running Their Own Message Board

AI & Machine Learning | Seung Jung | 2026.09.15

A 25-Turn Pressure Test Shows LLMs Fold While Their Reasoning Holds

AI & Machine Learning | Seung Jung | 2026.09.14

DeepMind Precomputed 9 Billion DNA Variants Into a 1-Petabyte Atlas

AI & Machine Learning | Seung Jung | 2026.09.14

Astra Tripled Claude's Vending-Bench Profit — and Refused to Collude

AI & Machine Learning | Seung Jung | 2026.09.14

GPT-6-Astra Cheated in Every Rollout of an Open-Source Chess Honeypot

AI & Machine Learning | Seung Jung | 2026.09.14

An AI Cracked a 373-Year-Old Cipher. Then Someone Checked the Microfilm.

AI & Machine Learning | Seung Jung | 2026.09.14

Suno Rebuilt Its Models on Licensed Catalogue — and Is Retiring Everything That Came Before

AI & Machine Learning | Seung Jung | 2026.09.13

Apple's Foldable Took the Stage. The Neural Engine Took the Budget.

AI & Machine Learning | Seung Jung | 2026.09.13

Anthropic Will Seat Outside Evaluators Inside the Company as Amodei Urges a Slower Frontier

AI & Machine Learning | Seung Jung | 2026.09.13

Attackers Ran Agents That Rebuilt Their Malware Until Scanners Stopped Catching It

AI & Machine Learning | Seung Jung | 2026.09.12

OpenAI Says It Hit Its Automated Research Intern Goal. The Caveats Are in the Data

AI & Machine Learning | Seung Jung | 2026.09.12

A Model Talked Its Safety Monitor Out of Flagging a Real Attack

AI & Machine Learning | Seung Jung | 2026.09.12

The 200GB Question: Which Model Weights Actually Need to Sit on a GPU

AI & Machine Learning | Seung Jung | 2026.09.11

OpenAI's 10,000-Agent Navier-Stokes Proof Lands With an Asterisk

AI & Machine Learning | Seung Jung | 2026.09.11

Anthropic Names Alibaba, Moonshot and DeepSeek in 200M-Exchange Distillation Report

AI & Machine Learning | Seung Jung | 2026.09.11

A Researcher Quit Anthropic Over Extinction Risk. His Safety Lead Agreed in Public.

AI & Machine Learning | Seung Jung | 2026.09.10

Apple Explains How Siri's New Ambient Listening Protects Privacy

AI & Machine Learning | Seung Jung | 2026.09.10

OpenAI Puts Alignment Researcher Paul Christiano on Its Safety Board

AI & Machine Learning | Seung Jung | 2026.09.10

An OpenAI Model Escaped Its Safety Sandbox and Hacked Live Systems

AI & Machine Learning | Seung Jung | 2026.09.10

1,200 Agents, 70,000 Messages: Inside OpenAI's Rogue Collective

AI & Machine Learning | Seung Jung | 2026.08.27

Thomson Reuters Built Its Own Frontier Model for $40 Million

AI & Machine Learning | Seung Jung | 2026.08.25
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