OpenAI: Why chatbots hallucinate


Greetings Qrew,

Whether you're diving into AI for work, side projects, or just out of curiosity — this issue of The Creators Hive brings you practical insights, hands-on learning, and tools you can actually use.

  1. OpenAI backs ‘Critterz’ animated AI film
  2. AI voice agents lower costs, raise care for seniors
  3. OpenAI: Why chatbots hallucinate
  4. Anthropic agrees to $1.5B author settlement
  5. OpenAI’s own AI chips with Broadcom
  6. Tool Recommendation of the Day: Toolfk.com

OpenAI backs ‘Critterz’ animated AI film

OpenAI is throwing its resources behind "Critterz," an AI-generated animated feature that aims to prove AI can help create strong films while cutting Hollywood production costs and timelines.

The details:

  • The team hopes to complete the feature in 9 months with a sub-$30M budget, compared to typical animated films requiring 3 years and much higher budgets.
  • OpenAI plans to provide its ‘tools and computing resources,’ including GPT-5 and image generation models, targeting a Cannes Film Festival debut in 2026.
  • Human actors will voice characters, with artists creating initial sketches that GPT-5 and image models transform into the final animations.
  • OpenAI creative specialist Chad Nelson developed the characters over three years, initially using DALL-E to create the first iteration of the film.

Why it matters: AI’s disruption of Hollywood is already underway, but it’s been more of a hush-hush integration of tools, with large swaths of both creatives and consumers still taking a strong anti-AI stance. We’d bet on Critterz successfully hitting its timeline and goals, but the audience's embrace of an openly AI film will be the tougher hurdle.


AI voice agents lower costs, raise care for seniors

A new Emory University study found that AI voice agents helped seniors monitor blood pressure over the phone — cutting costs by nearly 90% while improving satisfaction and care quality.

The details:

  • Agents reached 85% of 2,000 patients, with 60% completing readings in English or Spanish.
  • Escalated abnormal readings or symptoms (e.g., chest pain) to nurses.
  • Updated 1,939 outdated records, boosting quality scores from ★1 → ★4.
  • Cut costs by 88.7% vs. human nurses, with satisfaction 9/10+ across patients.

Why it matters: Voice AI isn’t just for customer service — it’s proving effective in healthcare and eldercare, tackling cost pressures while boosting patient outcomes. Adding multimodal tools (like visual AI) could push remote care even further.


OpenAI: Why chatbots hallucinate

OpenAI researchers say AI models hallucinate because training rewards them for confidently guessing rather than admitting uncertainty — a flaw that could be fixable with new evaluation methods.

The details:

  • Current scoring gives full credit for lucky guesses, but zero for “I don’t know.”
  • This trains models to always answer, even when they’re completely unsure.
  • In tests, models confidently produced different wrong answers when asked things like birthdays or dissertation titles.
  • Researchers suggest penalizing confident errors more than expressions of uncertainty in training.

Why it matters: If labs shift to rewarding honesty over blind accuracy, AI systems could become far more reliable — a crucial step for when models are deployed in high-stakes tasks like medicine, law, or finance.


Anthropic agrees to $1.5B author settlement

Anthropic will pay at least $1.5B to settle a class-action lawsuit from authors, the first major payout from an AI company over copyrighted training data.

The details:

  • Lawsuit revealed Anthropic used 7M pirated books from shadow libraries like LibGen to train Claude.
  • A federal judge ruled: fair use applies to legally purchased books, but not to pirated copies.
  • The settlement covers ~500K books at $3K each, with more payments if further pirated works are found.
  • Anthropic must also destroy all pirated files — but this doesn’t grant future permissions.

Why it matters: This landmark case sets the first clear line: piracy is off-limits, but fair use is still on the table. And while $1.5B is big, Anthropic’s recent $13B raise cushions the impact — meaning more battles over AI training data are still ahead.


OpenAI’s own AI chips with Broadcom

OpenAI will begin mass production of custom AI chips next year via Broadcom, per FT — joining the race to cut reliance on Nvidia’s hardware.

The details:

  • Broadcom’s CEO said a mystery customer placed $10B in chip orders — sources confirmed it’s OpenAI.
  • Chips are for internal deployment only, powering GPT-5 and beyond.
  • Goal: double compute in 5 months, easing GPU shortages.
  • OpenAI started working with Broadcom last year, but timelines only surfaced in this week’s earnings.
  • Google, Amazon, and Meta already have custom chips, further chipping away at Nvidia’s dominance.

Why it matters: With AI demand surging, compute is king. By going in-house, OpenAI can secure supply, reduce costs, and control its future — while Nvidia faces growing competition from both Big Tech and Chinese chipmakers.


Tool Recommendation of the Day: Toolfk.com

🛠️ Website:toolfk.com

What makes it unique?

ToolFK is an expansive web-based utility hub crafted for developers, creators, and power users. It brings together a huge collection of handy tools—ranging from coding, file conversions, AI content generators, to image editing—all accessible instantly from your browser.

Key Features

  • All-in-one toolbox: Access tools like JS obfuscators, compilers (Python, Go, Java, C++, etc.), code runners, converters (CSV, JSON, Markdown, Base64), editors (HTML, XML, YAML), plus specialized utilities like QR code generation, Chinese calendar calculators, barcode tools, and more.
  • AI tool suite: Includes AI article, poem, image, and video generators—all ready-to-use without sign-up.
  • Quick media tools: Everything from background removal and image beautifiers to drawing boards and watermark utilities.
  • Developer essentials: A full-featured online code compiler, regex tester, HTTP simulator, cron expression builder, and password or hash generators at your fingertips.

Special twist:

ToolFK breaks the mold by centralizing dozens of utilities—whether you’re writing code, tweaking visuals, or automating tasks—all in one intuitive, no-install browser UI.

Use case magic

  • Stick with one platform for utility needs instead of juggling dozens of apps.
  • Write, run, and share code instantly—great for learning or quick debugging.
  • Convert files, beautify code, generate AI content, test APIs—without switching tabs.
  • Ideal for developers, content creators, students, or anyone juggling multiple micro-tools.

Why it’s rare

It’s rare to find such a diverse, functional micro-tool ecosystem embedded in a single web portal. ToolFK merges creative, development, and conversion tools without any friction—no downloads, no registrations.

Final Take

ToolFK is your digital Swiss Army knife—a go-to for nearly any small tool you might need online. From prototyping code to crafting visuals or generating content, ToolFK keeps everything streamlined and accessible.


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