Jun 26, 2026 · 8:19 AM
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Janet Harrison

Janet Harrison has over 16 years experience in the financial services industry giving her a vast understanding of how news affects the financial markets, and an early adopter of blockchain technology and digital currencies. Janet is an active holder and trader spending the majority of her time analyzing blockchain projects, reports and watching new and upcoming projects and other initiatives in the industry. She has a Masters Degree in Economics with previous roles counting Investment Banking.
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Bleeding Llama shows local AI is no longer a hobby project with hobby-grade security
Janet Harrison ·
Bleeding Llama shows local AI is no longer a hobby project with hobby-grade security
Bleeding Llama is a critical unauthenticated memory leak in Ollama, the popular local LLM runtime, and the disclosure matters because it shows how self-hosted AI can expose prompts, system messages, environment variables, API keys, and other secrets when the defaults are weak. With roughly 300,000 internet-facing servers said to be at risk and modest but meaningful traction in r/LocalLLaMA, the issue is a reminder that local inference is now production infrastructure, not hobbyist tooling.

China's chip fund wants in on DeepSeek and the AI race just got more national
Janet Harrison ·
China's chip fund wants in on DeepSeek and the AI race just got more national
Bloomberg, citing the Financial Times, reported that China's state-backed chip fund is in talks to lead a major new funding round for DeepSeek, linking the country's most visible model company more directly to Beijing's semiconductor strategy at a moment when export controls, domestic chip substitution, and frontier compute spending are reshaping the AI race. The deal could lift DeepSeek's valuation sharply, deepen its access to local chips and cloud capacity, and make the company look less like

Podcast Index Says 39% of New Podcasts May Be AI-Generated and the Real Problem Is What Synthetic Audio Does to Discovery, Ads, and Platform Economics
Janet Harrison ·
Podcast Index Says 39% of New Podcasts May Be AI-Generated and the Real Problem Is What Synthetic Audio Does to Discovery, Ads, and Platform Economics
Podcast Index reports that 39% of newly listed podcasts over a nine-day window were likely AI-generated using tools including ElevenLabs and Google NotebookLM, a figure that signals synthetic audio supply has moved from niche experiment to meaningful market phenomenon with direct implications for podcast advertising CPM integrity, discovery algorithm performance, and the structural economics of an open RSS distribution ecosystem that was built around human production costs and genuine audience a

SAP Is Buying Prior Labs and Putting More Than €1 Billion Behind a European Frontier AI Lab Because Structured Data May Be the Real Enterprise AI Battleground
Janet Harrison ·
SAP Is Buying Prior Labs and Putting More Than €1 Billion Behind a European Frontier AI Lab Because Structured Data May Be the Real Enterprise AI Battleground
SAP has agreed to acquire Freiburg-based Prior Labs and invest more than €1 billion over four years to turn the 18-month-old startup into a European frontier AI research lab, a deal that brings Frank Hutter, Noah Hollmann, and Sauraj Gambhir's tabular AI work under one of the world's most powerful enterprise software distribution channels and signals a major shift in enterprise AI toward structured business data rather than chatbots. Prior Labs' TabPFN open-source tool has reportedly crossed 3 m

Heretic 1.3 Drew 273 Points on LocalLLaMA in Seven Hours and the Reasons Why Tell You More About Local AI's Real Problems Than Any Benchmark Comparison
Janet Harrison ·
Heretic 1.3 Drew 273 Points on LocalLLaMA in Seven Hours and the Reasons Why Tell You More About Local AI's Real Problems Than Any Benchmark Comparison
Heretic 1.3, a local LLM tooling stack update claiming reproducible model outputs, an integrated benchmarking system, reduced peak VRAM requirements, and broader model support, drew 273 upvotes and 47 comments on r/LocalLLaMA within seven hours, reflecting community recognition that the update addresses operational deployment reliability rather than model quality improvements, with the reproducibility and peak memory features directly relevant to founders building production applications on loca

Meta Is Using AI to Infer Age From Height and Bone Structure and the Approach Will Define How Every Consumer Platform Handles Minor Detection
Janet Harrison ·
Meta Is Using AI to Infer Age From Height and Bone Structure and the Approach Will Define How Every Consumer Platform Handles Minor Detection
Meta has disclosed plans to deploy AI systems analysing height and bone structure from photos to identify potentially underage users across Instagram and Facebook, a computer vision-based age inference approach driven by escalating regulatory requirements in the UK, EU, and multiple US states that mandate minor detection beyond self-declaration, raising accuracy and privacy concerns at the operationally critical 16 to 18 age boundary while simultaneously accelerating demand in the compliance mar

OpenAI Made GPT-5.5 Instant the Default ChatGPT Model and a Platform Default Shift Is Never Just a Model Update
Janet Harrison ·
OpenAI Made GPT-5.5 Instant the Default ChatGPT Model and a Platform Default Shift Is Never Just a Model Update
OpenAI has made GPT-5.5 Instant the new default ChatGPT model, with the company claiming the model hallucinates significantly less than its predecessor and delivers faster response times, in a platform default change that silently shifts the behavior profile experienced by ChatGPT's 600 million weekly active users and ripples through every application, agent workflow, and enterprise integration built against the prior default without a pinned model version specified.

Enter Just Tripled Its Valuation to $1.2 Billion and the Brazilian Legal AI Company's Growth Reveals Why Emerging Markets Create Different AI Moats Than Silicon Valley Expects
Janet Harrison ·
Enter Just Tripled Its Valuation to $1.2 Billion and the Brazilian Legal AI Company's Growth Reveals Why Emerging Markets Create Different AI Moats Than Silicon Valley Expects
Enter, the São Paulo-based AI legal platform founded by Mateus Costa-Ribeiro in 2023, has raised $100 million led by Founders Fund with Sequoia Capital and Ribbit Capital, tripling its valuation to $1.2 billion in under eight months, as the company processes over 250,000 new cases annually for clients including Itaú, Santander, Mercado Livre, Nubank, and Airbnb. The round prices Enter's data advantage and founder-market fit against Brazil's 80 million active lawsuits, eight times the US caseload

Google Chrome Quietly Installed a 4 GB AI Model on User Devices and the Backlash Is About Platform Power More Than Storage Space
Janet Harrison ·
Google Chrome Quietly Installed a 4 GB AI Model on User Devices and the Backlash Is About Platform Power More Than Storage Space
Recent versions of Google Chrome have been silently downloading an approximately 4 GB Gemini Nano AI model to user devices through Chrome's component update system, without explicit consent prompts or clearly visible opt-out paths, triggering community backlash that highlights a consent gap between how browser auto-updates are understood and how AI model deployments at browser scale should be disclosed. The installation affects potentially hundreds of millions of devices and raises questions abo

Norway Joins the US-Led AI Supply Chain Alliance and the Deal Turns a Nordic Nation Into a Strategic Infrastructure Node for Allied Compute
Janet Harrison ·
Norway Joins the US-Led AI Supply Chain Alliance and the Deal Turns a Nordic Nation Into a Strategic Infrastructure Node for Allied Compute
Norway has joined a US-led initiative to secure AI supply chains among trusted allied nations, formalising its role as a strategic AI infrastructure node by contributing its low-cost renewable power grid, established data center capacity, and northern climate cooling advantages to an allied compute network designed to ensure chip-to-data-center access remains within trusted geopolitical boundaries. The agreement grants Norwegian institutions preferential access to advanced Nvidia hardware under

Alphabet Just Returned to European Debt Markets With Another AI Megabond and the Cost of Capital Gap It Is Creating Matters More Than the Headline Size
Janet Harrison ·
Alphabet Just Returned to European Debt Markets With Another AI Megabond and the Cost of Capital Gap It Is Creating Matters More Than the Headline Size
Alphabet returned to the euro bond market in early May with a multi-tranche AI infrastructure financing, borrowing at investment-grade rates of approximately 3.5 to 4.5% on 10 to 20-year maturities to fund data center construction and compute capacity, continuing a financing strategy that creates a structural cost of capital gap between hyperscalers and the venture-backed AI infrastructure startups attempting to compete in the same physical layer. The deal follows Meta's concurrent $13 billion E

BitMine Has Staked $10.2 Billion Worth of ETH Through Its Own Validator Network and the Company It Is Building Looks More Like Infrastructure Than a Passive Treasury
Janet Harrison ·
BitMine Has Staked $10.2 Billion Worth of ETH Through Its Own Validator Network and the Company It Is Building Looks More Like Infrastructure Than a Passive Treasury
Bitmine Immersion Technologies holds 5,180,131 ETH worth approximately $13.1 billion in total crypto and cash, with 4,362,757 ETH staked through MAVAN, its proprietary validator network, generating $297 million in annualised staking revenue at a 2.91% 7-day yield. The company controls 4.29% of Ethereum's circulating supply, has purchased ETH directly from the Ethereum Foundation in three documented OTC transactions, and is targeting a 5% supply position under the

Western Union Is Launching USDPT on Solana This Month to Replace SWIFT for Agent Settlements Across 200 Countries and the Implications Run Far Deeper Than Another Stablecoin Launch
Janet Harrison ·
Western Union Is Launching USDPT on Solana This Month to Replace SWIFT for Agent Settlements Across 200 Countries and the Implications Run Far Deeper Than Another Stablecoin Launch
Western Union CEO Devin McGranahan confirmed on the Q1 2026 earnings call that USDPT, a Solana-based dollar stablecoin issued by federally regulated Anchorage Digital Bank, will launch in May targeting settlement between Western Union and its 500,000 global agents as a direct SWIFT replacement, alongside a Digital Asset Network connecting crypto wallets to 360,000 cash pickup locations globally. The launch, structured through partnerships with Anchorage for issuance and Crossmint for wallet infr

Pavel Durov Just Announced That Telegram Is Replacing the TON Foundation and Becoming the Blockchain's Largest Validator, and the Decentralization Argument Deserves to Be Retired
Janet Harrison ·
Pavel Durov Just Announced That Telegram Is Replacing the TON Foundation and Becoming the Blockchain's Largest Validator, and the Decentralization Argument Deserves to Be Retired
Pavel Durov announced on May 4 that Telegram is replacing the TON Foundation as TON's operational lead and will become the blockchain's largest validator, with a Telegram-linked wallet already holding approximately 28.2 million TON and 2.2 million TON staked as a primary validator since April 30. The move formalises what on-chain data already showed: Telegram controls TON's primary distribution channel, its native wallet, its mini app payment infrastructure, and now its validator set, making the

Developers Are Asking If Codex Is the Best Coding Agent Right Now and the Answer Depends Entirely on What You Mean by Best
Janet Harrison ·
Developers Are Asking If Codex Is the Best Coding Agent Right Now and the Answer Depends Entirely on What You Mean by Best
An r/OpenAI thread asking whether Codex is currently the best coding agent accumulated 191 points and 77 comments in five hours, prompting structured developer debate at a moment when AI coding agents are writing 135,000 GitHub commits per day. The community consensus separates three distinct tools: Codex with GPT-5.3 leads Terminal-Bench 2.0 at 77.3% and autonomous sandboxed task execution with 1,000+ tokens per second on Cerebras hardware; Claude Code with Opus 4.6 leads SWE-bench Verified at

Open-Weights Image Models Are Narrowing the Quality Gap with Paid Frontier APIs and the Founder Build-Versus-Buy Calculus Is Shifting Faster Than Most Roadmaps Assume
Janet Harrison ·
Open-Weights Image Models Are Narrowing the Quality Gap with Paid Frontier APIs and the Founder Build-Versus-Buy Calculus Is Shifting Faster Than Most Roadmaps Assume
Artificial Analysis's image leaderboards now show FLUX.2 [dev] Turbo, Qwen Image Max 2512, and HunyuanImage 3.0 within 70-170 ELO points of GPT Image 2, with new open-weight releases entering the top tier every four to six weeks. For founders running meaningful image generation volume, FLUX.2 Pro at $0.025 per image versus self-hosted inference at fractions of a cent at scale represents a cost structure decision that compounds significantly at production volumes, and the quality gap that once ju

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