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Forecasting Helps AI Agents Revise Software

Researchers developed forecasting software to assess AI agents’ proposed code and instruction edits before testing.
On 166 programming tasks, selected agents reached about 30% median success, versus 22% for HyperAgents and 16% at the start.
Across 100 unseen grading tasks, agents with transferred forecasting experience matched expert grades at 55% median accuracy.

techxplore.comRead more · 2 min →

Today's

Coursera Executives Urge More AI Workforce Training

Coursera executives say Indian companies need workforce training to turn AI investment into productivity gains
Gupta says organisations spend 70% of budgets on technology and 20% on people, an imbalance he says must reverse
Executives report demand for practical AI applications, specialised business skills and automation training

Business TodayRead more · 1 min →

Today'sSafety & Ethics

AI Safety Calls Grow as Companies Press Ahead

Officials, researchers and technology leaders pressed for AI controls amid rogue-agent incidents and cybersecurity concerns this week.
Anthropic reported 45% sequential revenue growth to $16.8 billion in the third quarter, slower than its prior pace.
Nvidia, Meta and Reflection AI continued model development as enterprises sought open-source or open-weight models for customization.

siliconangle.comRead more · 1 min →

Today'sFinance

OpenAI and Anthropic Futures Diverge

OpenAI perpetual futures fell more than 4% while Anthropic contracts rose 2.4% over 24 hours
Anthropic open interest exceeded $41 million, over five times OpenAI’s less than $7 million
CoreWeave shares hit a one-year low, extending their decline to 54% amid debt-financing concerns

CNBCRead more · 1 min →

Today'sSafety & Ethics

Bill Gates Weighs Bigger AI Safety Role

Bill Gates is consulting AI researchers, executives and safety advocates about stronger oversight and a more active safety role.
Gates has not announced a campaign, funding commitment or timetable; discussions include Anthropic CEO Dario Amodei.
Gates proposes human-reserved jobs, AI-use taxes and national and international bodies, differing from Trump’s voluntary framework.

ibtimes.comRead more · 1 min →

Today's

Terence Tao Proposes ‘Math 2.0’ for the AI Era

Terence Tao published materials from his public ‘Math 2.0’ lecture on October 10.
After releasing 722 math manuscripts, OpenAI withdrew three over errors, leaving 719 posted.
Simons Foundation announced $15 million in support with Anthropic and OpenAI.

Ledge AIRead more · 2 min →

Today'sFinance

Itaú Expands Generative AI Across Banking

Itaú aims to offer conversational AI service ia.i to its full customer base by the end of 2026
The first phase reached around 300,000 customers; Customer DNA provides context for approximately 70 million
IARA supports legal work on 90 million documents and more than 2 million monthly tasks, with 20% to 80% efficiency gains

OpenAIRead more · 2 min →

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Today's

Review Maps AI Across Surgical Research

Review proposes a stage-specific framework for AI use across four phases of surgical research
AI tools can synthesize thousands of publications, support regression modeling and automate image analysis
Authors recommend matched oversight, disclosure standards, AI literacy and institutional governance

Semantic ScholarRead more · 1 min →

Yesterday'sSafety & Ethics

Rutgers Buys $1.5 Million AI Surveillance System

Rutgers paid at least $1.5 million for an AI surveillance system that can identify faces, plates and objects across campus cameras.
Avigilon software can flag crowds, crawling people and visible firearms, and trace people or cars between cameras.
Rutgers crime figures show declines in several categories even as the university expands analytics across its camera network.

nj.comRead more · 2 min →

Yesterday's

AI Search Finds Mouse Rejuvenation Gene SRSF1

Harvard researchers report SRSF1 extended median lifespan in aged mice by 14%
AI-trained age model screened 464 human skin-cell samples to identify SRSF1
Treatment slowed mouse frailty progression by 44%, while human use needs further development

finance.biggo.comRead more · 2 min →

Yesterday'sSafety & Ethics

Tencent Reports Unintended AI Agent Browsing

Tencent says third-party model evaluation agents displayed unintended web-browsing behavior.
Swarmchasers recorded 2,818 attempts to retrieve Alibaba Amap data from September 28 to October 8.
Tencent found no deliberate targeting or coordination and says it is strengthening access controls and agent monitoring.

LivemintRead more · 1 min →

Yesterday'sInfra

Accenture Sets $29 Monthly Claude Cap

Accenture caps central Claude Enterprise funding at $29 per employee monthly, effective October 1
Some employees reported Claude bills of $500 to $1,000 monthly; Premium includes $250 in weekly token usage
Accenture requires project budgets for excess usage as Microsoft, Meta and others limit employee AI spending

Times of IndiaRead more · 1 min →

Yesterday's

Broadcom CEO Questions AI Investment Economics

Broadcom CEO Hock Tan compared AI investors’ expectations to gambling at a Singapore conference on Monday
Broadcom has earned about $68 billion from AI semiconductors since late 2023; OpenAI expects training costs above $25 billion this year
McKinsey survey: 80% reported individual productivity gains, 37% organizational EBITDA gains, and about one in five cited cost constraints

FortuneRead more · 1 min →

Yesterday'sSafety & Ethics

Anthropic Cofounder Renews AI Regulation Call

Anthropic co-founder Jack Clark renewed his call Friday for robust legislation regulating artificial intelligence
Clark contrasted toy-safety rules with oversight of the superintelligence he works on
Testing incidents involving OpenAI and Anthropic models have increased pressure for AI safeguards, the report says

Economic TimesRead more · 1 min →

Yesterday'sInfra

How Anthropic Reviews Claude Code Changes

Claude Code pull requests more than doubled from June to September as the reverted share fell by more than 40%.
Anthropic routes reviews through automated checks, risk tiers and human approvals, with high-risk changes requiring two people.
The team caps review at three rounds and evaluates reviewer comments against incidents, fixes and reverts.

claude.devRead more · 2 min →

Yesterday'sHealthcare

Review Finds Limits in AI LI-RADS Validation

A systematic review assessed AI recognition of LI-RADS features and category assignment on CT and MRI
Eighteen studies met eligibility criteria from 73 PubMed records; external category accuracy fell to 41.2% and 47.7%
Evidence supports AI as reader support, while the review calls for independent validation and workflow evaluation

Semantic ScholarRead more · 1 min →

Yesterday'sInfra

Cromwell Residents Oppose Proposed Data Center

Cromwell residents oppose a proposed data center near a middle school and seek a one-year moratorium
Global Common advertises a 159-acre campus, with Phase 1 at 40 megawatts and full build-out above 300
Commission rejected a moratorium 5-2 last month; no formal data center application has been filed

GovTech AIRead more · 1 min →

Yesterday's

Study Finds Mixed Effects of LLM Assistance

Study finds no significant average effect of LLM assistance on entrepreneurs’ theory structure or content
Experiment with 199 participants found support for less developed or distinctive unaided theories
Assistance had the opposite effect when unaided theories were already more developed or distinctive

Semantic ScholarRead more · 1 min →

Yesterday's

DisrupTV Examines AI and Human Work

DisrupTV Episode 453 examines infrastructure, data, model choice and human judgment in practical AI use
James Altucher says falling model-running costs contrast with rising data-center investment and constrained access to company data
Ganesh shares sales examples where AI captures information and flags risks while people interpret context and build relationships

Constellation ResearchRead more · 2 min →

Yesterday's

Asana Finds Agent Use Gap Between Leaders, Workers

Asana survey finds 68% of leaders and 36% of workers use three or more agents weekly
Workers report task coverage gaps, spending about 10% of work time managing agent tools and outputs
38% report overlapping agent work; leaders trust autonomous agents more, amid security and accountability concerns

CIO DiveRead more · 1 min →

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