ChannelLife Canada - Industry insider news for technology resellers

Machine learning (ML) stories

A subset of Artificial Intelligence, Machine Learning describes the process by which a computer is ‘trained’ to recognise and react to inputs or situations without being explicitly told what those reactions should be. Applied ML in business is referred to as ‘predictive analytics’ because the analytics software is trained to respond to incoming data and provide adaptive insights. ML is among the techniques being used in pursuit of AI mimicking the human brain.
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Sama credential leaks raise fears over Meta glasses data

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Leaked Sama staff logins tied to stealer malware spark fresh alarm over security of Meta Ray-Ban smart glasses video review pipeline.
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Origami launches chat-based AI tool for sales leads

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Origami unveils a chat-based AI that builds sales lead lists from plain-English prompts, starting at USD $80 a month on flat pricing.
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OpenAI unveils GPT-5.4 with advanced computer use tools

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OpenAI launches GPT-5.4 with “Thinking” mode and native computer control, targeting advanced coding, office workflows and safer automation.
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Endor Labs launches AURI to secure AI-driven coding

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digital transformation
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application security
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devsecops
Endor Labs unveils AURI, a security intelligence platform embedding reachability-led checks into AI coding assistants and CI/CD pipelines.
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OpenAI launches Codex desktop app for Windows devs

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OpenAI brings its Codex desktop app to Windows, targeting the nearly half of professional developers who use the platform daily.
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Private equity warned over fragile AI foundations

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digital transformation
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risk & compliance
Private equity faces rising AI risk as SIG warns fragile software, security and governance are undermining ambitious investment narratives.
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Hiswai launches Zuno AI chat to power smarter websites

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document management
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data analytics
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digital transformation
Vancouver-based Hiswai has launched Zuno, an AI chat layer that turns corporate websites into conversational, data-rich customer hubs.
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Coach Logic unveils SAM AI tool to analyse coaches

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digital entertainment
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Coach Logic launches SAM, an AI video tool that categorises coaching behaviours to scale structured feedback beyond in-person observation.
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Smarsh unveils AI tool to cut compliance alert noise

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fintech
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risk & compliance
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Smarsh launches AI-powered Noise Reduction Agent to suppress low-risk messages, promising 60% fewer false positives for smaller firms.
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Female representation in AI is a win-win situation for businesses

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digital transformation
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data science
Boosting female representation in AI is key to cutting bias, building trust and unlocking more innovative, profitable business outcomes.
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Addepar unveils Addison AI to power wealth insights

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data analytics
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digital transformation
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fintech
Addepar launches Addison AI to give wealth managers trusted, natural language portfolio intelligence embedded across its platform workflows.
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Distributors emerge as digital force in cloud & AI

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IT distributors are emerging as strategic cloud and AI power-brokers, driving subscription growth, hyperscaler ties and digital platforms.
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Bybit says 2025 security drive saved USD $300m from scams

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crypto
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phishing
Bybit says its 2025 Dynamic Risk-Based Protection System stopped scams from draining over USD $300m in suspicious crypto withdrawals.
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IRONSCALES adds AI agents to counter next‑gen phishing

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data protection
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cloud security
IRONSCALES' Winter 2026 Release debuts three AI agents, outbound encryption and Teams deepfake defences to counter next‑gen phishing.
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MSPs warned as cyber criminals weaponise trusted access

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Cyber criminals are hijacking MSP trust relationships, abusing valid credentials and VPNs as AI turbocharges phishing and ransomware.
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Google AI more negative than ChatGPT for brand reputation

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risk & compliance
AI search tools cast brands in starkly different lights, with Google skewing early negative and ChatGPT souring sentiment near purchase.
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Why digital identity is the new perimeter in a zero-trust world

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firewalls
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hybrid cloud
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digital transformation
As firewalls fade, digital identity emerges as the core security perimeter, powering zero-trust strategies across cloud and remote work.
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Agentic AI and the question of equitable intelligence

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digital transformation
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martech
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it automation
Agentic AI promises autonomy but raises urgent questions over whose values guide its decisions and how equity is safeguarded in practice.
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Firewalla app update boosts DAP security & family tools

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firewalls
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vpns
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network security
Firewalla's latest app update tightens DAP network security while rolling out smarter family time controls and a refreshed interface.
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Women own the most underrated skill in tech: Translation

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devops
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digital transformation
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As AI reshapes workplaces, women's overlooked gift for translating ideas into action is emerging as tech's most critical skill.